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ORCIDCees Snoek
Cees G. M. Snoek
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- affiliation: University of Amsterdam, Informatics Institute
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2020 – today
- 2024
[j60]Sarah Rastegar
, Hazel Doughty, Cees G. M. Snoek:
Background no more: Action recognition across domains by causal interventions. Comput. Vis. Image Underst. 242: 103975 (2024)- [j59]Zenglin Shi, Pascal Mettes, Cees G. M. Snoek:
Focus for Free in Density-Based Counting. Int. J. Comput. Vis. 132(7): 2600-2617 (2024) - [j58]Yingjun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek:
MetaKernel: Learning Variational Random Features With Limited Labels. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1464-1478 (2024) - [c213]Vincent Tao Hu, Wei Zhang, Meng Tang, Pascal Mettes, Deli Zhao, Cees Snoek:
Latent Space Editing in Transformer-Based Flow Matching. AAAI 2024: 2247-2255 - [c212]Michael Dorkenwald, Nimrod Barazani, Cees G. M. Snoek, Yuki M. Asano:
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs. CVPR 2024: 13548-13558 - [c211]Zehao Xiao, Jiayi Shen, Mohammad Mahdi Derakhshani, Shengcai Liao, Cees G. M. Snoek:
Any-Shift Prompting for Generalization Over Distributions. CVPR 2024: 13849-13860 - [c210]Yunhua Zhang, Hazel Doughty, Cees G. M. Snoek:
Low-Resource Vision Challenges for Foundation Models. CVPR 2024: 21956-21966 - [c209]Vincent Tao Hu, Di Wu, Yuki Markus Asano, Pascal Mettes, Basura Fernando, Björn Ommer, Cees Snoek:
Flow Matching for Conditional Text Generation in a Few Sampling Steps. EACL (2) 2024: 380-392 - [c208]Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
SIGMA: Sinkhorn-Guided Masked Video Modeling. ECCV (24) 2024: 293-312 - [c207]Sarah Rastegar, Mohammadreza Salehi, Yuki M. Asano, Hazel Doughty, Cees G. M. Snoek:
SelEx: Self-expertise in Fine-Grained Generalized Category Discovery. ECCV (70) 2024: 440-458 - [c206]Luc P. J. Sträter, Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features. ECCV (37) 2024: 448-465 - [c205]Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang:
Graph Neural Networks for Learning Equivariant Representations of Neural Networks. ICLR 2024 - [c204]Duy-Kien Nguyen, Yanghao Li, Vaibhav Aggarwal, Martin R. Oswald, Alexander Kirillov, Cees G. M. Snoek, Xinlei Chen:
R-MAE: Regions Meet Masked Autoencoders. ICLR 2024 - [i128]Yunhua Zhang, Hazel Doughty, Cees G. M. Snoek:
Low-Resource Vision Challenges for Foundation Models. CoRR abs/2401.04716 (2024) - [i127]Michael Dorkenwald, Nimrod Barazani, Cees G. M. Snoek, Yuki M. Asano:
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs. CoRR abs/2402.08657 (2024) - [i126]Zehao Xiao, Jiayi Shen, Mohammad Mahdi Derakhshani, Shengcai Liao, Cees G. M. Snoek:
Any-Shift Prompting for Generalization over Distributions. CoRR abs/2402.10099 (2024) - [i125]Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang:
Graph Neural Networks for Learning Equivariant Representations of Neural Networks. CoRR abs/2403.12143 (2024) - [i124]Wenfang Sun, Yingjun Du, Gaowen Liu, Ramana Kompella, Cees G. M. Snoek:
Training-Free Semantic Segmentation via LLM-Supervision. CoRR abs/2404.00701 (2024) - [i123]Duy-Kien Nguyen, Mahmoud Assran, Unnat Jain, Martin R. Oswald, Cees G. M. Snoek, Xinlei Chen:
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels. CoRR abs/2406.09415 (2024) - [i122]Luc P. J. Sträter, Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features. CoRR abs/2407.12427 (2024) - [i121]Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
SIGMA: Sinkhorn-Guided Masked Video Modeling. CoRR abs/2407.15447 (2024) - [i120]Sarah Rastegar, Mohammadreza Salehi, Yuki M. Asano, Hazel Doughty, Cees G. M. Snoek:
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery. CoRR abs/2408.14371 (2024) - [i119]Daniel Cores, Michael Dorkenwald, Manuel Mucientes, Cees G. M. Snoek, Yuki M. Asano:
TVBench: Redesigning Video-Language Evaluation. CoRR abs/2410.07752 (2024) - [i118]Ivona Najdenkoska, Mohammad Mahdi Derakhshani, Yuki M. Asano, Nanne van Noord, Marcel Worring, Cees G. M. Snoek:
TULIP: Token-length Upgraded CLIP. CoRR abs/2410.10034 (2024) - [i117]Aritra Bhowmik, Mohammad Mahdi Derakhshani, Dennis C. Koelma, Martin R. Oswald, Yuki M. Asano, Cees G. M. Snoek:
Learning to Ground VLMs without Forgetting. CoRR abs/2410.10491 (2024) - [i116]Hazel Doughty, Fida Mohammad Thoker, Cees G. M. Snoek:
LocoMotion: Learning Motion-Focused Video-Language Representations. CoRR abs/2410.12018 (2024) - [i115]Aozhu Chen, Hazel Doughty, Xirong Li, Cees G. M. Snoek:
Beyond Coarse-Grained Matching in Video-Text Retrieval. CoRR abs/2410.12407 (2024) - [i114]Yingjun Du, Wenfang Sun, Cees G. M. Snoek:
IPO: Interpretable Prompt Optimization for Vision-Language Models. CoRR abs/2410.15397 (2024) - [i113]Yingjun Du, Gaowen Liu, Yuzhang Shang, Yuguang Yao, Ramana Kompella, Cees G. M. Snoek:
Prompt Diffusion Robustifies Any-Modality Prompt Learning. CoRR abs/2410.20164 (2024) - 2023
- [j57]Haoliang Sun, Xiankai Lu, Haochen Wang, Yilong Yin, Xiantong Zhen, Cees G. M. Snoek, Ling Shao:
Attentional prototype inference for few-shot segmentation. Pattern Recognit. 142: 109726 (2023) - [c203]Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek:
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning. CoLLAs 2023: 1-20 - [c202]Piyush Bagad, Makarand Tapaswi, Cees G. M. Snoek:
Test of Time: Instilling Video-Language Models with a Sense of Time. CVPR 2023: 2503-2516 - [c201]Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek:
Self-Guided Diffusion Models. CVPR 2023: 18413-18422 - [c200]Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek:
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail. CVPR 2023: 19944-19954 - [c199]Aritra Bhowmik, Yu Wang, Nora Baka, Martin R. Oswald, Cees G. M. Snoek:
Detecting Objects with Context-Likelihood Graphs and Graph Refinement. ICCV 2023: 6501-6510 - [c198]Fida Mohammad Thoker, Hazel Doughty, Cees G. M. Snoek:
Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization. ICCV 2023: 13766-13777 - [c197]Mohammad Mahdi Derakhshani, Enrique Sanchez, Adrian Bulat, Victor Guilherme Turrisi da Costa, Cees G. M. Snoek, Georgios Tzimiropoulos, Brais Martínez:
Bayesian Prompt Learning for Image-Language Model Generalization. ICCV 2023: 15191-15200 - [c196]Pengwan Yang, Cees G. M. Snoek, Yuki M. Asano:
Self-Ordering Point Clouds. ICCV 2023: 15767-15776 - [c195]Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations. ICCV 2023: 16490-16501 - [c194]Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees G. M. Snoek:
Order-preserving Consistency Regularization for Domain Adaptation and Generalization. ICCV 2023: 18870-18881 - [c193]Jie Liu, Yingjun Du, Zehao Xiao, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves:
Memory-augmented Variational Adaptation for Online Few-shot Segmentation. ICCV (Workshops) 2023: 3316-3325 - [c192]Tao Hu, William Thong, Pascal Mettes, Cees Snoek:
Query by Activity Video in the Wild. ICIP 2023: 550-554 - [c191]Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban:
Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection. ICLR 2023 - [c190]Zehao Xiao, Xiantong Zhen, Shengcai Liao, Cees G. M. Snoek:
Energy-Based Test Sample Adaptation for Domain Generalization. ICLR 2023 - [c189]Wenfang Sun, Yingjun Du, Xiantong Zhen, Fan Wang, Ling Wang, Cees G. M. Snoek:
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks. ICML 2023: 32847-32858 - [c188]Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek:
Unlocking Slot Attention by Changing Optimal Transport Costs. ICML 2023: 41931-41951 - [c187]Tom van Sonsbeek, Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring:
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models. MICCAI (5) 2023: 726-736 - [c186]Shuo Chen, Ying-Jun Du, Pascal Mettes, Cees G. M. Snoek:
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation. ICMR 2023: 39-47 - [c185]Yingjun Du, Zehao Xiao, Shengcai Liao, Cees Snoek:
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion. NeurIPS 2023 - [c184]Sarah Rastegar, Hazel Doughty, Cees Snoek:
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery. NeurIPS 2023 - [c183]Yunhua Zhang, Hazel Doughty, Cees Snoek:
Learning Unseen Modality Interaction. NeurIPS 2023 - [i112]Piyush Bagad, Makarand Tapaswi, Cees G. M. Snoek:
Test of Time: Instilling Video-Language Models with a Sense of Time. CoRR abs/2301.02074 (2023) - [i111]Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek:
Unlocking Slot Attention by Changing Optimal Transport Costs. CoRR abs/2301.13197 (2023) - [i110]Zehao Xiao, Xiantong Zhen, Shengcai Liao, Cees G. M. Snoek:
Energy-Based Test Sample Adaptation for Domain Generalization. CoRR abs/2302.11215 (2023) - [i109]Tom van Sonsbeek, Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring:
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models. CoRR abs/2303.05977 (2023) - [i108]Fida Mohammad Thoker, Hazel Doughty, Cees Snoek:
Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization. CoRR abs/2303.11003 (2023) - [i107]Ying-Jun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek:
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail. CoRR abs/2304.00101 (2023) - [i106]Pengwan Yang, Cees G. M. Snoek, Yuki M. Asano:
Self-Ordering Point Clouds. CoRR abs/2304.00961 (2023) - [i105]Wenfang Sun, Ying-Jun Du, Xiantong Zhen, Fan Wang, Ling Wang, Cees G. M. Snoek:
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks. CoRR abs/2305.10309 (2023) - [i104]Zenglin Shi, Pascal Mettes, Cees G. M. Snoek:
Focus for Free in Density-Based Counting. CoRR abs/2306.05129 (2023) - [i103]Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek:
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning. CoRR abs/2306.05189 (2023) - [i102]Duy-Kien Nguyen, Vaibhav Aggarwal, Yanghao Li, Martin R. Oswald, Alexander Kirillov, Cees G. M. Snoek, Xinlei Chen:
R-MAE: Regions Meet Masked Autoencoders. CoRR abs/2306.05411 (2023) - [i101]Shuo Chen, Yingjun Du, Pascal Mettes, Cees G. M. Snoek:
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation. CoRR abs/2306.10122 (2023) - [i100]Yunhua Zhang, Hazel Doughty, Cees G. M. Snoek:
Learning Unseen Modality Interaction. CoRR abs/2306.12795 (2023) - [i99]Yingjun Du, Zehao Xiao, Shengcai Liao, Cees Snoek:
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion. CoRR abs/2306.14770 (2023) - [i98]Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek:
Learning Variational Neighbor Labels for Test-Time Domain Generalization. CoRR abs/2307.04033 (2023) - [i97]Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations. CoRR abs/2308.11796 (2023) - [i96]Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees Snoek:
Order-preserving Consistency Regularization for Domain Adaptation and Generalization. CoRR abs/2309.13258 (2023) - [i95]Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring, Yuki M. Asano:
Small Visual Language Models can also be Open-Ended Few-Shot Learners. CoRR abs/2310.00500 (2023) - [i94]Duy-Kien Nguyen, Martin R. Oswald, Cees G. M. Snoek:
SimPLR: A Simple and Plain Transformer for Object Detection and Segmentation. CoRR abs/2310.05920 (2023) - [i93]Sarah Rastegar, Hazel Doughty, Cees G. M. Snoek:
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery. CoRR abs/2310.19776 (2023) - [i92]Aviv Shamsian, David W. Zhang, Aviv Navon, Yan Zhang, Miltiadis Kofinas, Idan Achituve, Riccardo Valperga, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, Ethan Fetaya, Gal Chechik, Haggai Maron:
Data Augmentations in Deep Weight Spaces. CoRR abs/2311.08851 (2023) - [i91]Tao Hu, William Thong, Pascal Mettes, Cees G. M. Snoek:
Query by Activity Video in the Wild. CoRR abs/2311.13895 (2023) - [i90]Mohammad Mahdi Derakhshani, Menglin Xia, Harkirat Behl, Cees G. M. Snoek, Victor Rühle:
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models. CoRR abs/2311.17937 (2023) - [i89]Aritra Bhowmik, Martin R. Oswald, Pascal Mettes, Cees G. M. Snoek:
Revisiting Proposal-based Object Detection. CoRR abs/2311.18512 (2023) - [i88]Vincent Tao Hu, Yunlu Chen, Mathilde Caron, Yuki M. Asano, Cees G. M. Snoek, Björn Ommer:
Guided Diffusion from Self-Supervised Diffusion Features. CoRR abs/2312.08825 (2023) - [i87]Vincent Tao Hu, Wenzhe Yin, Pingchuan Ma, Yunlu Chen, Basura Fernando, Yuki M. Asano, Efstratios Gavves, Pascal Mettes, Björn Ommer, Cees G. M. Snoek:
Motion Flow Matching for Human Motion Synthesis and Editing. CoRR abs/2312.08895 (2023) - [i86]Vincent Tao Hu, David W. Zhang, Pascal Mettes, Meng Tang, Deli Zhao, Cees G. M. Snoek:
Latent Space Editing in Transformer-Based Flow Matching. CoRR abs/2312.10825 (2023) - 2022
- [j56]Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek:
On Measuring and Controlling the Spectral Bias of the Deep Image Prior. Int. J. Comput. Vis. 130(4): 885-908 (2022) - [j55]William Thong, Cees G. M. Snoek:
Diversely-Supervised Visual Product Search. ACM Trans. Multim. Comput. Commun. Appl. 18(1): 13:1-13:22 (2022) - [c182]Duy-Kien Nguyen, Jihong Ju, Olaf Booij, Martin R. Oswald, Cees G. M. Snoek:
BoxeR: Box-Attention for 2D and 3D Transformers. CVPR 2022: 4763-4772 - [c181]Jiaojiao Zhao, Yanyi Zhang, Xinyu Li, Hao Chen, Bing Shuai, Mingze Xu, Chunhui Liu, Kaustav Kundu, Yuanjun Xiong, Davide Modolo, Ivan Marsic, Cees G. M. Snoek, Joseph Tighe:
TubeR: Tubelet Transformer for Video Action Detection. CVPR 2022: 13588-13597 - [c180]Yunhua Zhang, Hazel Doughty, Ling Shao, Cees G. M. Snoek:
Audio-Adaptive Activity Recognition Across Video Domains. CVPR 2022: 13781-13790 - [c179]Hazel Doughty, Cees G. M. Snoek:
How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs. CVPR 2022: 13822-13832 - [c178]Pengwan Yang, Yuki M. Asano, Pascal Mettes, Cees G. M. Snoek:
Less Than Few: Self-shot Video Instance Segmentation. ECCV (34) 2022: 449-466 - [c177]Fida Mohammad Thoker, Hazel Doughty, Piyush Bagad, Cees G. M. Snoek:
How Severe Is Benchmark-Sensitivity in Video Self-supervised Learning? ECCV (34) 2022: 632-652 - [c176]Ying-Jun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek:
Hierarchical Variational Memory for Few-shot Learning Across Domains. ICLR 2022 - [c175]Zehao Xiao, Xiantong Zhen, Ling Shao, Cees G. M. Snoek:
Learning to Generalize across Domains on Single Test Samples. ICLR 2022 - [c174]Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek:
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation. ICLR 2022 - [c173]David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek:
Pruning Edges and Gradients to Learn Hypergraphs From Larger Sets. LoG 2022: 53 - [c172]Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek:
LifeLonger: A Benchmark for Continual Disease Classification. MICCAI (2) 2022: 314-324 - [c171]Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees Snoek:
Variational Model Perturbation for Source-Free Domain Adaptation. NeurIPS 2022 - [c170]Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees Snoek, Marcel Worring:
Association Graph Learning for Multi-Task Classification with Category Shifts. NeurIPS 2022 - [i85]Zehao Xiao, Xiantong Zhen, Ling Shao, Cees G. M. Snoek:
Learning to Generalize across Domains on Single Test Samples. CoRR abs/2202.08045 (2022) - [i84]Hazel Doughty, Cees G. M. Snoek:
How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs. CoRR abs/2203.12344 (2022) - [i83]Fida Mohammad Thoker, Hazel Doughty, Piyush Bagad, Cees Snoek:
How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning? CoRR abs/2203.14221 (2022) - [i82]Yunhua Zhang, Hazel Doughty, Ling Shao, Cees G. M. Snoek:
Audio-Adaptive Activity Recognition Across Video Domains. CoRR abs/2203.14240 (2022) - [i81]Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek:
LifeLonger: A Benchmark for Continual Disease Classification. CoRR abs/2204.05737 (2022) - [i80]Pengwan Yang, Yuki M. Asano, Pascal Mettes, Cees G. M. Snoek:
Less than Few: Self-Shot Video Instance Segmentation. CoRR abs/2204.08874 (2022) - [i79]Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban:
Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models. CoRR abs/2205.14297 (2022) - [i78]Mohammad Mahdi Derakhshani, Enrique Sanchez, Adrian Bulat, Victor Guilherme Turrisi da Costa, Cees G. M. Snoek, Georgios Tzimiropoulos, Brais Martínez:
Variational prompt tuning improves generalization of vision-language models. CoRR abs/2210.02390 (2022) - [i77]Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek, Marcel Worring:
Association Graph Learning for Multi-Task Classification with Category Shifts. CoRR abs/2210.04637 (2022) - [i76]Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek:
Self-Guided Diffusion Models. CoRR abs/2210.06462 (2022) - [i75]Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees G. M. Snoek:
Variational Model Perturbation for Source-Free Domain Adaptation. CoRR abs/2210.10378 (2022) - [i74]Yunhua Zhang, Hazel Doughty, Cees G. M. Snoek:
Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight. CoRR abs/2212.02053 (2022) - [i73]Aritra Bhowmik, Martin R. Oswald, Yu Wang, Nora Baka, Cees G. M. Snoek:
Detecting Objects with Graph Priors and Graph Refinement. CoRR abs/2212.12395 (2022) - 2021
- [j54]Pascal Mettes, William Thong, Cees G. M. Snoek:
Object Priors for Classifying and Localizing Unseen Actions. Int. J. Comput. Vis. 129(6): 1954-1971 (2021) - [j53]Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek:
Unsharp Mask Guided Filtering. IEEE Trans. Image Process. 30: 7472-7485 (2021) - [c169]Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees Snoek, Ekaterina Shutova:
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation. ACL/IJCNLP (1) 2021: 5254-5268 - [c168]William Thong, Cees Snoek:
Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias. BMVC 2021: 130 - [c167]Shuo Chen, Pascal Mettes, Cees Snoek:
Diagnosing Errors in Video Relation Detectors. BMVC 2021: 241 - [c166]Yunhua Zhang, Ling Shao, Cees G. M. Snoek:
Repetitive Activity Counting by Sight and Sound. CVPR 2021: 14070-14079 - [c165]Pengwan Yang, Pascal Mettes, Cees G. M. Snoek:
Few-Shot Transformation of Common Actions Into Time and Space. CVPR 2021: 16031-16040 - [c164]Sander R. Klomp, Matthew van Rijn, Rob G. J. Wijnhoven, Cees G. M. Snoek, Peter H. N. de With:
Safe Fakes: Evaluating Face Anonymizers for Face Detectors. FG 2021: 1-8 - [c163]Kirill Gavrilyuk, Mihir Jain, Ilia Karmanov, Cees G. M. Snoek:
Motion-Augmented Self-Training for Video Recognition at Smaller Scale. ICCV 2021: 10409-10418 - [c162]Shuo Chen, Zenglin Shi, Pascal Mettes, Cees G. M. Snoek:
Social Fabric: Tubelet Compositions for Video Relation Detection. ICCV 2021: 13465-13474 - [c161]Ying-Jun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek:
MetaNorm: Learning to Normalize Few-Shot Batches Across Domains. ICLR 2021 - [c160]David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek:
Set Prediction without Imposing Structure as Conditional Density Estimation. ICLR 2021 - [c159]Jiaojiao Zhao, Cees G. M. Snoek:
LiftPool: Bidirectional ConvNet Pooling. ICLR 2021 - [c158]Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees Snoek:
Kernel Continual Learning. ICML 2021: 2621-2631 - [c157]Zehao Xiao, Jiayi Shen, Xiantong Zhen, Ling Shao, Cees Snoek:
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty. ICML 2021: 11351-11361 - [c156]Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek:
Frequency-Supervised MR-to-CT Image Synthesis. DGM4MICCAI/DALI@MICCAI 2021: 3-13 - [c155]Fida Mohammad Thoker, Hazel Doughty, Cees G. M. Snoek:
Skeleton-Contrastive 3D Action Representation Learning. ACM Multimedia 2021: 1655-1663 - [c154]Haochen Wang, Yandan Yang, Xianbin Cao, Xiantong Zhen, Cees Snoek, Ling Shao:
Variational Prototype Inference for Few-Shot Semantic Segmentation. WACV 2021: 525-534 - [i72]Yunhua Zhang, Ling Shao, Cees G. M. Snoek:
Repetitive Activity Counting by Sight and Sound. CoRR abs/2103.13096 (2021) - [i71]Jiaojiao Zhao, Xinyu Li, Chunhui Liu, Bing Shuai, Hao Chen, Cees G. M. Snoek, Joseph Tighe:
TubeR: Tube-Transformer for Action Detection. CoRR abs/2104.00969 (2021) - [i70]Jiaojiao Zhao, Cees G. M. Snoek:
LiftPool: Bidirectional ConvNet Pooling. CoRR abs/2104.00996 (2021) - [i69]Pengwan Yang, Pascal Mettes, Cees G. M. Snoek:
Few-Shot Transformation of Common Actions into Time and Space. CoRR abs/2104.02439 (2021) - [i68]Pascal Mettes, William Thong, Cees G. M. Snoek:
Object Priors for Classifying and Localizing Unseen Actions. CoRR abs/2104.04715 (2021) - [i67]Sander R. Klomp, Matthew van Rijn, Rob G. J. Wijnhoven, Cees G. M. Snoek, Peter H. N. de With:
Safe Fakes: Evaluating Face Anonymizers for Face Detectors. CoRR abs/2104.11721 (2021) - [i66]Kirill Gavrilyuk, Mihir Jain, Ilia Karmanov, Cees G. M. Snoek:
Motion-Augmented Self-Training for Video Recognition at Smaller Scale. CoRR abs/2105.01646 (2021) - [i65]Ying-Jun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek:
MetaKernel: Learning Variational Random Features with Limited Labels. CoRR abs/2105.03781 (2021) - [i64]Zehao Xiao, Jiayi Shen, Xiantong Zhen, Ling Shao, Cees G. M. Snoek:
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty. CoRR abs/2105.04030 (2021) - [i63]Haoliang Sun, Xiankai Lu, Haochen Wang, Yilong Yin, Xiantong Zhen, Cees G. M. Snoek, Ling Shao:
Attentional Prototype Inference for Few-Shot Semantic Segmentation. CoRR abs/2105.06668 (2021) - [i62]Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek:
Unsharp Mask Guided Filtering. CoRR abs/2106.01428 (2021) - [i61]Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees G. M. Snoek, Ekaterina Shutova:
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation. CoRR abs/2106.02960 (2021) - [i60]David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek:
Recurrently Predicting Hypergraphs. CoRR abs/2106.13919 (2021) - [i59]Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek:
On Measuring and Controlling the Spectral Bias of the Deep Image Prior. CoRR abs/2107.01125 (2021) - [i58]Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees G. M. Snoek:
Kernel Continual Learning. CoRR abs/2107.05757 (2021) - [i57]Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek:
Frequency-Supervised MR-to-CT Image Synthesis. CoRR abs/2107.08962 (2021) - [i56]Fida Mohammad Thoker, Cees G. M. Snoek:
Feature-Supervised Action Modality Transfer. CoRR abs/2108.03329 (2021) - [i55]Fida Mohammad Thoker, Hazel Doughty, Cees G. M. Snoek:
Skeleton-Contrastive 3D Action Representation Learning. CoRR abs/2108.03656 (2021) - [i54]Shuo Chen, Zenglin Shi, Pascal Mettes, Cees G. M. Snoek:
Social Fabric: Tubelet Compositions for Video Relation Detection. CoRR abs/2108.08363 (2021) - [i53]Shuo Chen, Pascal Mettes, Cees G. M. Snoek:
Diagnosing Errors in Video Relation Detectors. CoRR abs/2110.13110 (2021) - [i52]William Thong, Cees G. M. Snoek:
Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias. CoRR abs/2110.14336 (2021) - [i51]Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek:
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation. CoRR abs/2111.12193 (2021) - [i50]Duy-Kien Nguyen, Jihong Ju, Olaf Booij, Martin R. Oswald, Cees G. M. Snoek:
BoxeR: Box-Attention for 2D and 3D Transformers. CoRR abs/2111.13087 (2021) - [i49]Ying-Jun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek:
Hierarchical Variational Memory for Few-shot Learning Across Domains. CoRR abs/2112.08181 (2021) - [i48]Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees G. M. Snoek:
Generative Kernel Continual learning. CoRR abs/2112.13410 (2021) - 2020
- [j52]Victor Escorcia, Cuong Duc Dao, Mihir Jain, Bernard Ghanem, Cees Snoek:
Guess where? Actor-supervision for spatiotemporal action localization. Comput. Vis. Image Underst. 192: 102886 (2020) - [j51]William Thong, Pascal Mettes, Cees G. M. Snoek:
Open cross-domain visual search. Comput. Vis. Image Underst. 200: 103045 (2020) - [j50]Jiaojiao Zhao, Jungong Han, Ling Shao, Cees G. M. Snoek:
Pixelated Semantic Colorization. Int. J. Comput. Vis. 128(4): 818-834 (2020) - [j49]Yonghong Tian, Cees G. M. Snoek, Jingdong Wang, Zhu Liu, Rainer Lienhart, Susanne Boll:
Guest Editorial Multimedia Computing With Interpretable Machine Learning. IEEE Trans. Multim. 22(7): 1661-1666 (2020) - [j48]Pascal Mettes, Dennis C. Koelma, Cees G. M. Snoek:
Shuffled ImageNet Banks for Video Event Detection and Search. ACM Trans. Multim. Comput. Commun. Appl. 16(2): 44:1-44:21 (2020) - [c153]William Thong, Cees Snoek:
Bias-Awareness for Zero-Shot Learning the Seen and Unseen. BMVC 2020 - [c152]Kirill Gavrilyuk, Ryan Sanford, Mehrsan Javan, Cees G. M. Snoek:
Actor-Transformers for Group Activity Recognition. CVPR 2020: 836-845 - [c151]Teng Long, Pascal Mettes, Heng Tao Shen, Cees G. M. Snoek:
Searching for Actions on the Hyperbole. CVPR 2020: 1138-1147 - [c150]Mihir Jain, Amir Ghodrati, Cees G. M. Snoek:
ActionBytes: Learning From Trimmed Videos to Localize Actions. CVPR 2020: 1168-1177 - [c149]Tom F. H. Runia, Kirill Gavrilyuk, Cees G. M. Snoek, Arnold W. M. Smeulders:
Cloth in the Wind: A Case Study of Physical Measurement Through Simulation. CVPR 2020: 10495-10504 - [c148]Ying-Jun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao:
Learning to Learn with Variational Information Bottleneck for Domain Generalization. ECCV (10) 2020: 200-216 - [c147]Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek:
PointMixup: Augmentation for Point Clouds. ECCV (3) 2020: 330-345 - [c146]Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao:
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification. ECCV (22) 2020: 479-495 - [c145]Pengwan Yang, Vincent Tao Hu, Pascal Mettes, Cees G. M. Snoek:
Localizing the Common Action Among a Few Videos. ECCV (7) 2020: 505-521 - [c144]Xiantong Zhen, Haoliang Sun, Ying-Jun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek:
Learning to Learn Kernels with Variational Random Features. ICML 2020: 11409-11419 - [c143]Fida Mohammad Thoker, Cees G. M. Snoek:
Feature-Supervised Action Modality Transfer. ICPR 2020: 3751-3758 - [c142]Shuai Liao, Efstratios Gavves, ChangYong Oh, Cees G. M. Snoek:
Quasibinary Classifier for Images with Zero and Multiple Labels. ICPR 2020: 8743-8750 - [c141]Shuo Chen, Pascal Mettes, Tao Hu, Cees G. M. Snoek:
Interactivity Proposals for Surveillance Videos. ICMR 2020: 108-116 - [c140]Cees Snoek:
Unseen Activity Recognition in Space and Time. HUMA @ ACM Multimedia 2020: 31 - [c139]Xiantong Zhen, Ying-Jun Du, Huan Xiong, Qiang Qiu, Cees Snoek, Ling Shao:
Learning to Learn Variational Semantic Memory. NeurIPS 2020 - [i47]Tom F. H. Runia, Kirill Gavrilyuk, Cees G. M. Snoek, Arnold W. M. Smeulders:
Cloth in the Wind: A Case Study of Physical Measurement through Simulation. CoRR abs/2003.05065 (2020) - [i46]Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao:
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification. CoRR abs/2003.07833 (2020) - [i45]Kirill Gavrilyuk, Ryan Sanford, Mehrsan Javan, Cees G. M. Snoek:
Actor-Transformers for Group Activity Recognition. CoRR abs/2003.12737 (2020) - [i44]Xiantong Zhen, Haoliang Sun, Ying-Jun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek:
Learning to Learn Kernels with Variational Random Features. CoRR abs/2006.06707 (2020) - [i43]Ying-Jun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao:
Learning to Learn with Variational Information Bottleneck for Domain Generalization. CoRR abs/2007.07645 (2020) - [i42]Pengwan Yang, Vincent Tao Hu, Pascal Mettes, Cees G. M. Snoek:
Localizing the Common Action Among a Few Videos. CoRR abs/2008.05826 (2020) - [i41]Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek:
PointMixup: Augmentation for Point Clouds. CoRR abs/2008.06374 (2020) - [i40]William Thong, Cees G. M. Snoek:
Bias-Awareness for Zero-Shot Learning the Seen and Unseen. CoRR abs/2008.11185 (2020) - [i39]David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek:
Set Prediction without Imposing Structure as Conditional Density Estimation. CoRR abs/2010.04109 (2020) - [i38]Xiantong Zhen, Ying-Jun Du, Huan Xiong, Qiang Qiu, Cees G. M. Snoek, Ling Shao:
Learning to Learn Variational Semantic Memory. CoRR abs/2010.10341 (2020)
2010 – 2019
- 2019
- [j47]Pascal Mettes, Cees G. M. Snoek:
Pointly-Supervised Action Localization. Int. J. Comput. Vis. 127(3): 263-281 (2019) - [j46]Tom F. H. Runia, Cees G. M. Snoek, Arnold W. M. Smeulders:
Repetition Estimation. Int. J. Comput. Vis. 127(9): 1361-1383 (2019) - [j45]Spencer Cappallo, Stacey Svetlichnaya, Pierre Garrigues, Thomas Mensink, Cees G. M. Snoek:
New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval. IEEE Trans. Multim. 21(2): 402-415 (2019) - [c138]Tao Hu, Pengwan Yang, Chiliang Zhang, Gang Yu, Yadong Mu, Cees G. M. Snoek:
Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation. AAAI 2019: 8441-8448 - [c137]Shuai Liao, Efstratios Gavves, Cees G. M. Snoek:
Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on N-Spheres. CVPR 2019: 9759-9767 - [c136]Jiaojiao Zhao, Cees G. M. Snoek:
Dance With Flow: Two-In-One Stream Action Detection. CVPR 2019: 9935-9944 - [c135]Zenglin Shi, Pascal Mettes, Cees Snoek:
Counting With Focus for Free. ICCV 2019: 4199-4208 - [c134]Tao Hu, Pascal Mettes, Jia-Hong Huang, Cees Snoek:
SILCO: Show a Few Images, Localize the Common Object. ICCV 2019: 5066-5075 - [c133]Pascal Mettes, Elise van der Pol, Cees Snoek:
Hyperspherical Prototype Networks. NeurIPS 2019: 1485-1495 - [e10]Elisa Ricci, Samuel Rota Bulò, Cees Snoek, Oswald Lanz, Stefano Messelodi, Nicu Sebe:
Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11751, Springer 2019, ISBN 978-3-030-30641-0 [contents] - [e9]Elisa Ricci, Samuel Rota Bulò, Cees Snoek, Oswald Lanz, Stefano Messelodi, Nicu Sebe:
Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11752, Springer 2019, ISBN 978-3-030-30644-1 [contents] - [i37]Federico Landi, Cees G. M. Snoek, Rita Cucchiara:
Anomaly Locality in Video Surveillance. CoRR abs/1901.10364 (2019) - [i36]Pascal Mettes, Elise van der Pol, Cees G. M. Snoek:
Hyperspherical Prototype Networks. CoRR abs/1901.10514 (2019) - [i35]Jiaojiao Zhao, Jungong Han, Ling Shao, Cees G. M. Snoek:
Pixelated Semantic Colorization. CoRR abs/1901.10889 (2019) - [i34]Zenglin Shi, Pascal Mettes, Cees G. M. Snoek:
Counting with Focus for Free. CoRR abs/1903.12206 (2019) - [i33]Jiaojiao Zhao, Cees G. M. Snoek:
Dance with Flow: Two-in-One Stream Action Detection. CoRR abs/1904.00696 (2019) - [i32]William Thong, Cees G. M. Snoek, Arnold W. M. Smeulders:
Cooperative Embeddings for Instance, Attribute and Category Retrieval. CoRR abs/1904.01421 (2019) - [i31]Shuai Liao, Efstratios Gavves, Cees G. M. Snoek:
Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres. CoRR abs/1904.05404 (2019) - [i30]Tom F. H. Runia, Kirill Gavrilyuk, Cees G. M. Snoek, Arnold W. M. Smeulders:
Go with the Flow: Perception-refined Physics Simulation. CoRR abs/1910.07861 (2019) - [i29]William Thong, Pascal Mettes, Cees G. M. Snoek:
Open Cross-Domain Visual Search. CoRR abs/1911.08621 (2019) - 2018
- [j44]Zhenyang Li, Kirill Gavrilyuk, Efstratios Gavves, Mihir Jain, Cees G. M. Snoek:
VideoLSTM convolves, attends and flows for action recognition. Comput. Vis. Image Underst. 166: 41-50 (2018) - [j43]Fatih Porikli, Shiguang Shan, Cees Snoek, Rahul Sukthankar, Xiaogang Wang:
Deep Learning for Visual Understanding: Part 2 [From the Guest Editors]. IEEE Signal Process. Mag. 35(1): 17-19 (2018) - [j42]Jianfeng Dong, Xirong Li, Cees G. M. Snoek:
Predicting Visual Features From Text for Image and Video Caption Retrieval. IEEE Trans. Multim. 20(12): 3377-3388 (2018) - [c132]Jiaojiao Zhao, Li Liu, Cees Snoek, Jungong Han, Ling Shao:
Pixel-level Semantics Guided Image Colorization. BMVC 2018: 156 - [c131]Amir Ghodrati, Efstratios Gavves, Cees Snoek:
Video Time: Properties, Encoders and Evaluation. BMVC 2018: 160 - [c130]Kirill Gavrilyuk, Amir Ghodrati, Zhenyang Li, Cees G. M. Snoek:
Actor and Action Video Segmentation From a Sentence. CVPR 2018: 5958-5966 - [c129]Tom F. H. Runia, Cees G. M. Snoek, Arnold W. M. Smeulders:
Real-World Repetition Estimation by Div, Grad and Curl. CVPR 2018: 9009-9017 - [c128]Gosia Migut, Dennis C. Koelma, Cees G. M. Snoek, Natasa Brouwer:
Cheat me not: automated proctoring of digital exams on bring-your-own-device. ITiCSE 2018: 388 - [c127]Shuai Liao, Efstratios Gavves, Cees G. M. Snoek:
Searching and Matching Texture-free 3D Shapes in Images. ICMR 2018: 326-334 - [r3]Marcel Worring, Cees Snoek:
Visual Content Analysis. Encyclopedia of Database Systems (2nd ed.) 2018 - [i28]Spencer Cappallo, Stacey Svetlichnaya, Pierre Garrigues, Thomas Mensink, Cees G. M. Snoek:
The New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval. CoRR abs/1801.10253 (2018) - [i27]Tom F. H. Runia, Cees G. M. Snoek, Arnold W. M. Smeulders:
Real-World Repetition Estimation by Div, Grad and Curl. CoRR abs/1802.09971 (2018) - [i26]Kirill Gavrilyuk, Amir Ghodrati, Zhenyang Li, Cees G. M. Snoek:
Actor and Action Video Segmentation from a Sentence. CoRR abs/1803.07485 (2018) - [i25]Victor Escorcia, Cuong Duc Dao, Mihir Jain, Bernard Ghanem, Cees Snoek:
Guess Where? Actor-Supervision for Spatiotemporal Action Localization. CoRR abs/1804.01824 (2018) - [i24]Pascal Mettes, Cees G. M. Snoek:
Pointly-Supervised Action Localization. CoRR abs/1805.11333 (2018) - [i23]Tom F. H. Runia, Cees G. M. Snoek, Arnold W. M. Smeulders:
Repetition Estimation. CoRR abs/1806.06984 (2018) - [i22]Pascal Mettes, Cees G. M. Snoek:
Spatio-Temporal Instance Learning: Action Tubes from Class Supervision. CoRR abs/1807.02800 (2018) - [i21]Amir Ghodrati, Efstratios Gavves, Cees G. M. Snoek:
Video Time: Properties, Encoders and Evaluation. CoRR abs/1807.06980 (2018) - [i20]Jiaojiao Zhao, Li Liu, Cees G. M. Snoek, Jungong Han, Ling Shao:
Pixel-level Semantics Guided Image Colorization. CoRR abs/1808.01597 (2018) - [i19]Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Victor Escorcia, Ranjay Krishna, Shyamal Buch, Cuong Duc Dao:
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary. CoRR abs/1808.03766 (2018) - 2017
- [j41]Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek:
Tubelets: Unsupervised Action Proposals from Spatiotemporal Super-Voxels. Int. J. Comput. Vis. 124(3): 287-311 (2017) - [j40]AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek:
Video2vec Embeddings Recognize Events When Examples Are Scarce. IEEE Trans. Pattern Anal. Mach. Intell. 39(10): 2089-2103 (2017) - [j39]Fatih Porikli, Shiguang Shan, Cees Snoek, Rahul Sukthankar, Xiaogang Wang:
Deep Learning for Visual Understanding [From the Guest Editors]. IEEE Signal Process. Mag. 34(6): 24-25 (2017) - [j38]Jingkuan Song, Hervé Jégou, Cees Snoek, Qi Tian, Nicu Sebe:
Guest Editorial: Large-Scale Multimedia Data Retrieval, Classification, and Understanding. IEEE Trans. Multim. 19(9): 1965-1967 (2017) - [c126]Pascal Mettes, Cees Snoek, Shih-Fu Chang:
Localizing Actions from Video Labels and Pseudo-Annotations. BMVC 2017 - [c125]Zhenyang Li, Ran Tao, Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders:
Tracking by Natural Language Specification. CVPR 2017: 7350-7358 - [c124]Pascal Mettes, Cees G. M. Snoek:
Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions. ICCV 2017: 4453-4462 - [c123]George Awad, Duy-Dinh Le, Chong-Wah Ngo, Vinh-Tiep Nguyen, Georges Quénot, Cees Snoek, Shin'ichi Satoh:
Video Indexing, Search, Detection, and Description with Focus on TRECVID. ICMR 2017: 3-4 - [c122]Thomas Mensink, Thomas Jongstra, Pascal Mettes, Cees G. M. Snoek:
Music-Guided Video Summarization using Quadratic Assignments. ICMR 2017: 58-64 - [c121]Spencer Cappallo, Cees G. M. Snoek:
Future-Supervised Retrieval of Unseen Queries for Live Video. ACM Multimedia 2017: 28-36 - [c120]Cees G. M. Snoek, Xirong Li, Chaoxi Xu, Dennis C. Koelma:
University of Amsterdam and Renmin University at TRECVID 2017: Searching Video, Detecting Events and Describing Video. TRECVID 2017 - [e8]Bogdan Ionescu, Nicu Sebe, Jiashi Feng, Martha A. Larson, Rainer Lienhart, Cees Snoek:
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017. ACM 2017, ISBN 978-1-4503-4701-3 [contents] - [i18]Pascal Mettes, Cees G. M. Snoek, Shih-Fu Chang:
Localizing Actions from Video Labels and Pseudo-Annotations. CoRR abs/1707.09143 (2017) - [i17]Pascal Mettes, Cees G. M. Snoek:
Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions. CoRR abs/1707.09145 (2017) - [i16]Jianfeng Dong, Xirong Li, Cees G. M. Snoek:
Predicting Visual Features from Text for Image and Video Caption Retrieval. CoRR abs/1709.01362 (2017) - [i15]Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Ranjay Krishna, Victor Escorcia, Kenji Hata, Shyamal Buch:
ActivityNet Challenge 2017 Summary. CoRR abs/1710.08011 (2017) - 2016
- [j37]Henri E. Bal, Dick H. J. Epema, Cees de Laat, Rob van Nieuwpoort, John W. Romein, Frank J. Seinstra, Cees Snoek, Harry A. G. Wijshoff:
A Medium-Scale Distributed System for Computer Science Research: Infrastructure for the Long Term. Computer 49(5): 54-63 (2016) - [j36]Xirong Li, Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Cees G. M. Snoek, Alberto Del Bimbo:
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement, and Retrieval. ACM Comput. Surv. 49(1): 14:1-14:39 (2016) - [j35]Pascal Mettes, Jan C. van Gemert, Cees G. M. Snoek:
No spare parts: Sharing part detectors for image categorization. Comput. Vis. Image Underst. 152: 131-141 (2016) - [j34]Luming Zhang, Rongrong Ji, Yi Zhen, Weisi Lin, Cees Snoek:
Special issue on weakly supervised learning. J. Vis. Commun. Image Represent. 37: 1-2 (2016) - [j33]Jitao Sang, Yue Gao, Bing-Kun Bao, Cees Snoek, Qionghai Dai:
Recent advances in social multimedia big data mining and applications. Multim. Syst. 22(1): 1-3 (2016) - [j32]Masoud Mazloom, Xirong Li, Cees G. M. Snoek:
TagBook: A Semantic Video Representation Without Supervision for Event Detection. IEEE Trans. Multim. 18(7): 1378-1388 (2016) - [c119]Spencer Cappallo, Thomas Mensink, Cees Snoek:
Video Stream Retrieval of Unseen Queries using Semantic Memory. BMVC 2016 - [c118]Roeland De Geest, Efstratios Gavves, Amir Ghodrati, Zhenyang Li, Cees Snoek, Tinne Tuytelaars:
Online Action Detection. ECCV (5) 2016: 269-284 - [c117]Pascal Mettes, Jan C. van Gemert, Cees G. M. Snoek:
Spot On: Action Localization from Pointly-Supervised Proposals. ECCV (5) 2016: 437-453 - [c116]Rama Kovvuri, Ram Nevatia, Cees G. M. Snoek:
Segment-based models for event detection and recounting. ICPR 2016: 3868-3873 - [c115]Svetlana Kordumova, Thomas Mensink, Cees G. M. Snoek:
Pooling Objects for Recognizing Scenes without Examples. ICMR 2016: 143-150 - [c114]Pascal Mettes, Dennis C. Koelma, Cees G. M. Snoek:
The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection. ICMR 2016: 175-182 - [c113]Jianfeng Dong, Xirong Li, Weiyu Lan, Yujia Huo, Cees G. M. Snoek:
Early Embedding and Late Reranking for Video Captioning. ACM Multimedia 2016: 1082-1086 - [c112]Svetlana Kordumova, Jan C. van Gemert, Cees G. M. Snoek:
Exploring the Long Tail of Social Media Tags. MMM (1) 2016: 51-62 - [c111]Cees G. M. Snoek, Jianfeng Dong, Xirong Li, Xiaoxu Wang, Qijie Wei, Weiyu Lan, Efstratios Gavves, Noureldien Hussein, Dennis C. Koelma, Arnold W. M. Smeulders:
University of Amsterdam and Renmin University at TRECVID 2016: Searching Video, Detecting Events and Describing Video. TRECVID 2016 - [c110]Arnav Agharwal, Rama Kovvuri, Ram Nevatia, Cees G. M. Snoek:
Tag-based video retrieval by embedding semantic content in a continuous word space. WACV 2016: 1-8 - [e7]Alan Hanjalic, Cees Snoek, Marcel Worring, Dick C. A. Bulterman, Benoit Huet, Aisling Kelliher, Yiannis Kompatsiaris, Jin Li:
Proceedings of the 2016 ACM Conference on Multimedia Conference, MM 2016, Amsterdam, The Netherlands, October 15-19, 2016. ACM 2016, ISBN 978-1-4503-3603-1 [contents] - [i14]Pascal Mettes, Dennis C. Koelma, Cees G. M. Snoek:
The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection. CoRR abs/1602.07119 (2016) - [i13]Roeland De Geest, Efstratios Gavves, Amir Ghodrati, Zhenyang Li, Cees Snoek, Tinne Tuytelaars:
Online Action Detection. CoRR abs/1604.06506 (2016) - [i12]Jianfeng Dong, Xirong Li, Cees G. M. Snoek:
Word2VisualVec: Cross-Media Retrieval by Visual Feature Prediction. CoRR abs/1604.06838 (2016) - [i11]Pascal Mettes, Jan C. van Gemert, Cees G. M. Snoek:
Spot On: Action Localization from Pointly-Supervised Proposals. CoRR abs/1604.07602 (2016) - [i10]Zhenyang Li, Efstratios Gavves, Mihir Jain, Cees G. M. Snoek:
VideoLSTM Convolves, Attends and Flows for Action Recognition. CoRR abs/1607.01794 (2016) - [i9]Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek:
Tubelets: Unsupervised action proposals from spatiotemporal super-voxels. CoRR abs/1607.02003 (2016) - [i8]Svetlana Kordumova, Jan C. van Gemert, Cees G. M. Snoek, Arnold W. M. Smeulders:
Searching Scenes by Abstracting Things. CoRR abs/1610.01801 (2016) - [i7]Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek:
Video Stream Retrieval of Unseen Queries using Semantic Memory. CoRR abs/1612.06753 (2016) - 2015
- [j31]Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars:
Local Alignments for Fine-Grained Categorization. Int. J. Comput. Vis. 111(2): 191-212 (2015) - [j30]Meng Wang, Ke Lu, Gang Hua, Cees Snoek:
Guest editorial: selected papers from ICIMCS 2013. Multim. Syst. 21(2): 131-132 (2015) - [j29]Svetlana Kordumova, Xirong Li, Cees G. M. Snoek:
Best practices for learning video concept detectors from social media examples. Multim. Tools Appl. 74(4): 1291-1315 (2015) - [c109]Jan C. van Gemert, Mihir Jain, Ella Gati, Cees G. M. Snoek:
APT: Action localization proposals from dense trajectories. BMVC 2015: 177.1-177.12 - [c108]Markus Nagel, Thomas Mensink, Cees G. M. Snoek:
Event Fisher Vectors: Robust Encoding Visual Diversity of Visual Streams. BMVC 2015: 178.1-178.12 - [c107]Mihir Jain, Jan C. van Gemert, Cees G. M. Snoek:
What do 15, 000 object categories tell us about classifying and localizing actions? CVPR 2015: 46-55 - [c106]Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees G. M. Snoek, Tinne Tuytelaars:
Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks. ICCV 2015: 2731-2739 - [c105]Mihir Jain, Jan C. van Gemert, Thomas Mensink, Cees G. M. Snoek:
Objects2action: Classifying and Localizing Actions without Any Video Example. ICCV 2015: 4588-4596 - [c104]Masoud Mazloom, AmirHossein Habibian, Dong Liu, Cees G. M. Snoek, Shih-Fu Chang:
Encoding Concept Prototypes for Video Event Detection and Summarization. ICMR 2015: 123-130 - [c103]AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek:
Discovering Semantic Vocabularies for Cross-Media Retrieval. ICMR 2015: 131-138 - [c102]Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek:
Latent Factors of Visual Popularity Prediction. ICMR 2015: 195-202 - [c101]Pascal Mettes, Jan C. van Gemert, Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek:
Bag-of-Fragments: Selecting and Encoding Video Fragments for Event Detection and Recounting. ICMR 2015: 427-434 - [c100]Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek:
Query-by-Emoji Video Search. ACM Multimedia 2015: 735-736 - [c99]Spencer Cappallo, Thomas Mensink, Cees G. M. Snoek:
Image2Emoji: Zero-shot Emoji Prediction for Visual Media. ACM Multimedia 2015: 1311-1314 - [c98]Xirong Li, Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Cees G. M. Snoek, Alberto Del Bimbo:
Image Tag Assignment, Refinement and Retrieval. ACM Multimedia 2015: 1325-1326 - [c97]Cees G. M. Snoek, Spencer Cappallo, Daniel Fontijne, David Julian, Dennis C. Koelma, Pascal Mettes, Koen E. A. van de Sande, Anthony Sarah, Harro Stokman, Regan Blythe Towal:
Qualcomm Research and University of Amsterdam at TRECVID 2015: Recognizing Concepts, Objects, and Events in Video. TRECVID 2015 - [e6]Alexander G. Hauptmann, Chong-Wah Ngo, Xiangyang Xue, Yu-Gang Jiang, Cees Snoek, Nuno Vasconcelos:
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015. ACM 2015, ISBN 978-1-4503-3274-3 [contents] - [i6]Xirong Li, Tiberio Uricchio, Lamberto Ballan, Marco Bertini, Cees G. M. Snoek, Alberto Del Bimbo:
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement and Retrieval. CoRR abs/1503.08248 (2015) - [i5]Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees G. M. Snoek, Tinne Tuytelaars:
Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks. CoRR abs/1510.01544 (2015) - [i4]Masoud Mazloom, Xirong Li, Cees G. M. Snoek:
TagBook: A Semantic Video Representation without Supervision for Event Detection. CoRR abs/1510.02899 (2015) - [i3]Pascal Mettes, Jan C. van Gemert, Cees G. M. Snoek:
No Spare Parts: Sharing Part Detectors for Image Categorization. CoRR abs/1510.04908 (2015) - [i2]Mihir Jain, Jan C. van Gemert, Thomas Mensink, Cees G. M. Snoek:
Objects2action: Classifying and localizing actions without any video example. CoRR abs/1510.06939 (2015) - [i1]AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek:
VideoStory Embeddings Recognize Events when Examples are Scarce. CoRR abs/1511.02492 (2015) - 2014
- [j28]Yi Yang, Nicu Sebe, Cees Snoek, Xian-Sheng Hua, Yueting Zhuang:
Special section on learning from multiple evidences for large scale multimedia analysis. Comput. Vis. Image Underst. 118: 1 (2014) - [j27]AmirHossein Habibian, Cees G. M. Snoek:
Recommendations for recognizing video events by concept vocabularies. Comput. Vis. Image Underst. 124: 110-122 (2014) - [j26]Lexing Xie, David A. Shamma, Cees Snoek:
Content is Dead ... Long Live Content: The New Age of Multimedia-Hard Problems. IEEE Multim. 21(1): 4-8 (2014) - [j25]Gregory K. Myers, Ramesh Nallapati, Julien van Hout, Stephanie Pancoast, Ramakant Nevatia, Chen Sun, AmirHossein Habibian, Dennis C. Koelma, Koen E. A. van de Sande, Arnold W. M. Smeulders, Cees G. M. Snoek:
Evaluating multimedia features and fusion for example-based event detection. Mach. Vis. Appl. 25(1): 17-32 (2014) - [j24]Alberto Del Bimbo, K. Selçuk Candan, Yu-Gang Jiang, Jiebo Luo, Tao Mei, Nicu Sebe, Heng Tao Shen, Cees G. M. Snoek, Rong Yan:
Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval. IEEE Trans. Multim. 16(3): 586-587 (2014) - [j23]Masoud Mazloom, Efstratios Gavves, Cees G. M. Snoek:
Conceptlets: Selective Semantics for Classifying Video Events. IEEE Trans. Multim. 16(8): 2214-2228 (2014) - [c96]Mihir Jain, Jan C. van Gemert, Hervé Jégou, Patrick Bouthemy, Cees G. M. Snoek:
Action Localization with Tubelets from Motion. CVPR 2014: 740-747 - [c95]Ran Tao, Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders:
Locality in Generic Instance Search from One Example. CVPR 2014: 2099-2106 - [c94]Koen E. A. van de Sande, Cees G. M. Snoek, Arnold W. M. Smeulders:
Fisher and VLAD with FLAIR. CVPR 2014: 2377-2384 - [c93]Thomas Mensink, Efstratios Gavves, Cees G. M. Snoek:
COSTA: Co-Occurrence Statistics for Zero-Shot Classification. CVPR 2014: 2441-2448 - [c92]Zhenyang Li, Efstratios Gavves, Thomas Mensink, Cees G. M. Snoek:
Attributes Make Sense on Segmented Objects. ECCV (6) 2014: 350-365 - [c91]Julien van Hout, Eric Yeh, Dennis C. Koelma, Cees G. M. Snoek, Chen Sun, Ramakant Nevatia, Julie Wong, Gregory K. Myers:
Late fusion and calibration for multimedia event detection using few examples. ICASSP 2014: 4598-4602 - [c90]AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek:
Composite Concept Discovery for Zero-Shot Video Event Detection. ICMR 2014: 17 - [c89]Chen Sun, J. Brian Burns, Ram Nevatia, Cees Snoek, Bob Bolles, Gregory K. Myers, Wen Wang, Eric Yeh:
ISOMER: Informative Segment Observations for Multimedia Event Recounting. ICMR 2014: 241 - [c88]Masoud Mazloom, Xirong Li, Cees G. M. Snoek:
Few-Example Video Event Retrieval using Tag Propagation. ICMR 2014: 459 - [c87]AmirHossein Habibian, Cees G. M. Snoek:
Stop-Frame Removal Improves Web Video Classification. ICMR 2014: 499 - [c86]AmirHossein Habibian, Masoud Mazloom, Cees G. M. Snoek:
On-the-Fly Video Event Search by Semantic Signatures. ICMR 2014: 518 - [c85]Svetlana Kordumova, Christoph Kofler, Dennis C. Koelma, Bouke Huurnink, Bauke Freiburg, Joris Kleinveld, Manuel van Rijn, Marco van Deursen, Martha A. Larson, Cees G. M. Snoek:
SocialZap: Catch-up on Interesting Television Fragments Discovered from Social Media. ICMR 2014: 538 - [c84]AmirHossein Habibian, Thomas Mensink, Cees G. M. Snoek:
VideoStory: A New Multimedia Embedding for Few-Example Recognition and Translation of Events. ACM Multimedia 2014: 17-26 - [c83]Robert C. Bolles, J. Brian Burns, James A. Herson, Gregory K. Myers, Julien van Hout, Wen Wang, Julie Wong, Eric Yeh, AmirHossein Habibian, Dennis C. Koelma, Thomas Mensink, Arnold W. M. Smeulders, Cees G. M. Snoek, Arnav Aggarwal, Song Cao, Kan Chen, Rama Kovvuri, Ram Nevatia, Pramod Sharma:
The 2014 SESAME Multimedia Event Detection and Recounting System. TRECVID 2014 - [c82]Cees G. M. Snoek, Koen E. A. van de Sande, Daniel Fontijne, Spencer Cappallo, Jan van Gemert, AmirHossein Habibian, Thomas Mensink, Pascal Mettes, Ran Tao, Dennis C. Koelma, Arnold W. M. Smeulders:
MediaMill at TRECVID 2014: Searching Concepts, Objects, Instances and Events in Video. TRECVID 2014 - [p2]Gregory K. Myers, Cees G. M. Snoek, Ramakant Nevatia, Ramesh Nallapati, Julien van Hout, Stephanie Pancoast, Chen Sun, AmirHossein Habibian, Dennis C. Koelma, Koen E. A. van de Sande, Arnold W. M. Smeulders:
Evaluating Multimedia Features and Fusion for Example-Based Event Detection. Fusion in Computer Vision 2014: 109-133 - [e5]Wei Tsang Ooi, Cees G. M. Snoek, Hung-Khoon Tan, Chin Kuan Ho, Benoit Huet, Chong-Wah Ngo:
Advances in Multimedia Information Processing - PCM 2014 - 15th Pacific-Rim Conference on Multimedia, Kuching, Malaysia, December 1-4, 2014, Proceedings. Lecture Notes in Computer Science 8879, Springer 2014, ISBN 978-3-319-13167-2 [contents] - [r2]Cees G. M. Snoek, Arnold W. M. Smeulders:
Video Retrieval. Computer Vision, A Reference Guide 2014: 847-850 - 2013
- [j22]Xirong Li, Cees G. M. Snoek, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders:
Bootstrapping Visual Categorization With Relevant Negatives. IEEE Trans. Multim. 15(4): 933-945 (2013) - [c81]Svetlana Kordumova, Xirong Li, Cees G. M. Snoek:
Evaluating sources and strategies for learning video concepts from social media. CBMI 2013: 91-96 - [c80]Davide Modolo, Cees G. M. Snoek:
Can object detectors aid internet video event retrieval? Multimedia Content and Mobile Devices 2013: 866707 - [c79]Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars:
Fine-Grained Categorization by Alignments. ICCV 2013: 1713-1720 - [c78]Zhenyang Li, Efstratios Gavves, Koen E. A. van de Sande, Cees G. M. Snoek, Arnold W. M. Smeulders:
Codemaps - Segment, Classify and Search Objects Locally. ICCV 2013: 2136-2143 - [c77]AmirHossein Habibian, Koen E. A. van de Sande, Cees G. M. Snoek:
Recommendations for video event recognition using concept vocabularies. ICMR 2013: 89-96 - [c76]Masoud Mazloom, Efstratios Gavves, Koen E. A. van de Sande, Cees Snoek:
Searching informative concept banks for video event detection. ICMR 2013: 255-262 - [c75]AmirHossein Habibian, Cees G. M. Snoek:
Video2Sentence and vice versa. ACM Multimedia 2013: 419-420 - [c74]Xirong Li, Cees G. M. Snoek:
Classifying tag relevance with relevant positive and negative examples. ACM Multimedia 2013: 485-488 - [c73]Masoud Mazloom, AmirHossein Habibian, Cees G. M. Snoek:
Querying for video events by semantic signatures from few examples. ACM Multimedia 2013: 609-612 - [c72]Robert C. Bolles, J. Brian Burns, James A. Herson, Gregory K. Myers, Stephanie Pancoast, Julien van Hout, Wen Wang, Julie Wong, Eric Yeh, AmirHossein Habibian, Dennis C. Koelma, Zhenyang Li, Masoud Mazloom, Silvia-Laura Pintea, Arnold W. M. Smeulders, Cees G. M. Snoek, Sung Chun Lee, Ram Nevatia, Pramod Sharma, Chen Sun, Rémi Trichet:
The 2013 SESAME Multimedia Event Detection and Recounting System. TRECVID 2013 - [c71]Cees G. M. Snoek, Koen E. A. van de Sande, Daniel Fontijne, AmirHossein Habibian, Mihir Jain, Svetlana Kordumova, Zhenyang Li, Masoud Mazloom, Silvia L. Pintea, Ran Tao, Dennis C. Koelma, Arnold W. M. Smeulders:
The MediaMill at TRECVID 2013: : Searching concepts, Objects, Instances and events in video. TRECVID 2013 - [e4]Dietmar Wüller, Kevin J. Matherson, Reiner Creutzburg, David Akopian, Todor G. Georgiev, Andrew Lumsdaine, Cees G. M. Snoek, Lyndon S. Kennedy:
Multimedia Content and Mobile Devices 2013, Burlingame, California, USA, February 3-7, 2013. SPIE Proceedings 8667, SPIE 2013, ISBN 9780819494405 [contents] - 2012
- [j21]Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders:
Visual synonyms for landmark image retrieval. Comput. Vis. Image Underst. 116(2): 238-249 (2012) - [j20]Xirong Li, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders:
Harvesting Social Images for Bi-Concept Search. IEEE Trans. Multim. 14(4): 1091-1104 (2012) - [j19]Bouke Huurnink, Cees G. M. Snoek, Maarten de Rijke, Arnold W. M. Smeulders:
Content-Based Analysis Improves Audiovisual Archive Retrieval. IEEE Trans. Multim. 14(4): 1166-1178 (2012) - [c70]Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders:
Convex reduction of high-dimensional kernels for visual classification. CVPR 2012: 3610-3617 - [c69]Xirong Li, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders:
Fusing concept detection and geo context for visual search. ICMR 2012: 4 - [c68]Daan T. J. Vreeswijk, Cees G. M. Snoek, Koen E. A. van de Sande, Arnold W. M. Smeulders:
All vehicles are cars: subclass preferences in container concepts. ICMR 2012: 8 - [c67]Lexing Xie, David Ayman Shamma, Cees Snoek:
Content is dead: long-live content! ACM Multimedia 2012: 7-8 - [c66]Pablo César, David A. Shamma, Doug Williams, Cees G. M. Snoek:
International workshop on socially-aware multimedia (SAM'12). ACM Multimedia 2012: 1503-1504 - [c65]Murat Akbacak, Robert C. Bolles, J. Brian Burns, Mark Elliot, Aaron Heller, James A. Herson, Gregory K. Myers, Ramesh Nallapati, Stephanie Pancoast, Julien van Hout, Eric Yeh, AmirHossein Habibian, Dennis C. Koelma, Zhenyang Li, Masoud Mazloom, Silvia-Laura Pintea, Koen E. A. van de Sande, Arnold W. M. Smeulders, Cees G. M. Snoek, Sung Chun Lee, Ram Nevatia, Pramod Sharma, Chen Sun, Rémi Trichet:
The 2012 SESAME Multimedia Event Detection (MED) System. TRECVID 2012 - [c64]Cees G. M. Snoek, Koen E. A. van de Sande, AmirHossein Habibian, Svetlana Kordumova, Zhenyang Li, Masoud Mazloom, Silvia L. Pintea, Ran Tao, Dennis C. Koelma, Arnold W. M. Smeulders:
The MediaMill TRECVID 2012 Semantic Video Search Engine. TRECVID 2012 - [e3]Cees G. M. Snoek, Nicu Sebe, Lyndon Kennedy, Reiner Creutzburg, David Akopian:
Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI, Burlingame, California, USA, January 22-26, 2012. SPIE Proceedings 8304, SPIE 2012, ISBN 9780819489517 [contents] - [e2]Pablo César, David A. Shamma, Doug Williams, Cees G. M. Snoek:
Proceedings of the 2012 international workshop on Socially-aware multimedia, SAM '12, Nara, Japan, October 29, 2012. ACM 2012, ISBN 978-1-4503-1586-9 [contents] - 2011
- [j18]Cees G. M. Snoek, Malcolm Slaney:
Academia Meets Industry at the Multimedia Grand Challenge. IEEE Multim. 18(1): 4-7 (2011) - [j17]Jeroen Steggink, Cees G. M. Snoek:
Adding semantics to image-region annotations with the Name-It-Game. Multim. Syst. 17(5): 367-378 (2011) - [j16]Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek:
Empowering Visual Categorization With the GPU. IEEE Trans. Multim. 13(1): 60-70 (2011) - [c63]Koen E. A. van de Sande, Cees G. M. Snoek:
The University of Amsterdam's Concept Detection System at ImageCLEF 2011. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c62]Xirong Li, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders:
Social negative bootstrapping for visual categorization. ICMR 2011: 12 - [c61]Xirong Li, Efstratios Gavves, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders:
Personalizing automated image annotation using cross-entropy. ACM Multimedia 2011: 233-242 - [c60]Cees G. M. Snoek, Arnold W. M. Smeulders:
Internet video search. ACM Multimedia 2011: 629-630 - [c59]Bauke Freiburg, Jaap Kamps, Cees G. M. Snoek:
Crowdsourcing visual detectors for video search. ACM Multimedia 2011: 913-916 - [c58]Wolfgang Hürst, Cees G. M. Snoek, Willem-Jan Spoel, Mate Tomin:
Size Matters! How Thumbnail Number, Size, and Motion Influence Mobile Video Retrieval. MMM (2) 2011: 230-240 - [c57]Murat Akbacak, Robert C. Bolles, J. Brian Burns, Mark Elliot, Aaron Heller, James A. Herson, Gregory K. Myers, Ramesh Nallapati, Eric Yeh, Dennis C. Koelma, Xirong Li, Masoud Mazloom, Koen E. A. van de Sande, Arnold W. M. Smeulders, Cees G. M. Snoek, Sung Chun Lee, Ram Nevatia, Pramod Sharma, Chen Sun, Rémi Trichet:
The SESAME MED System. TRECVID 2011 - [c56]Cees G. M. Snoek, Koen E. A. van de Sande, Xirong Li, Masoud Mazloom, Yu-Gang Jiang, Dennis C. Koelma, Arnold W. M. Smeulders:
The MediaMill TRECVID 2011 Semantic Video Search Engine. TRECVID 2011 - [e1]David Akopian, Reiner Creutzburg, Cees G. M. Snoek, Nicu Sebe, Lyndon Kennedy:
Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V, San Francisco Airport, California, USA, January 23-27, 2011. SPIE Proceedings 7881, SPIE 2011, ISBN 9780819484185 [contents] - 2010
- [j15]Cees G. M. Snoek, Arnold W. M. Smeulders:
Visual-Concept Search Solved?. Computer 43(6): 76-78 (2010) - [j14]Jan C. van Gemert, Cees G. M. Snoek, Cor J. Veenman, Arnold W. M. Smeulders, Jan-Mark Geusebroek:
Comparing compact codebooks for visual categorization. Comput. Vis. Image Underst. 114(4): 450-462 (2010) - [j13]Daragh Byrne, Aiden R. Doherty, Cees G. M. Snoek, Gareth J. F. Jones, Alan F. Smeaton:
Everyday concept detection in visual lifelogs: validation, relationships and trends. Multim. Tools Appl. 49(1): 119-144 (2010) - [j12]Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek:
Evaluating Color Descriptors for Object and Scene Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 32(9): 1582-1596 (2010) - [j11]Valery A. Petrushin, Jia-Yu Pan, Cees G. M. Snoek:
Tenth international workshop on multimedia data mining. SIGKDD Explor. 12(2): 44-46 (2010) - [c55]Xirong Li, Cees G. M. Snoek, Marcel Worring:
Unsupervised multi-feature tag relevance learning for social image retrieval. CIVR 2010: 10-17 - [c54]Bouke Huurnink, Cees G. M. Snoek, Maarten de Rijke, Arnold W. M. Smeulders:
Today's and tomorrow's retrieval practice in the audiovisual archive. CIVR 2010: 18-25 - [c53]Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek:
Accelerating Visual Categorization with the GPU. ECCV Workshops (1) 2010: 436-449 - [c52]Wolfgang Hürst, Cees G. M. Snoek, Willem-Jan Spoel, Mate Tomin:
Keep moving!: revisiting thumbnails for mobile video retrieval. ACM Multimedia 2010: 963-966 - [c51]Efstratios Gavves, Cees G. M. Snoek:
Landmark image retrieval using visual synonyms. ACM Multimedia 2010: 1123-1126 - [c50]Cees G. M. Snoek:
The mediamill search engine video. ACM Multimedia 2010: 1323-1324 - [c49]Cees G. M. Snoek, Bauke Freiburg, Johan Oomen, Roeland Ordelman:
Crowdsourcing rock n' roll multimedia retrieval. ACM Multimedia 2010: 1535-1538 - [c48]Cees G. M. Snoek, Arnold W. M. Smeulders:
Video search engines: advances in multimedia retrieval, part ii [1]. ACM Multimedia 2010: 1775-1776 - [c47]Cees Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Efstratios Gavves, Daan Odijk, Maarten de Rijke, Theo Gevers, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders:
The MediaMill TRECVID 2010 Semantic Video Search Engine. TRECVID 2010
2000 – 2009
- 2009
- [j10]Cees G. M. Snoek, Marcel Worring:
Concept-Based Video Retrieval. Found. Trends Inf. Retr. 2(4): 215-322 (2009) - [j9]Xirong Li, Cees G. M. Snoek, Marcel Worring:
Learning Social Tag Relevance by Neighbor Voting. IEEE Trans. Multim. 11(7): 1310-1322 (2009) - [c46]Ork de Rooij, Cees G. M. Snoek, Marcel Worring:
MediaMill: guiding the user to results using the ForkBrowser. CIVR 2009 - [c45]Xirong Li, Cees G. M. Snoek, Marcel Worring:
Annotating images by harnessing worldwide user-tagged photos. ICASSP 2009: 3717-3720 - [c44]Arjan T. Setz, Cees G. M. Snoek:
Can social tagged images aid concept-based video search? ICME 2009: 1460-1463 - [c43]Xirong Li, Cees G. M. Snoek:
Visual categorization with negative examples for free. ACM Multimedia 2009: 661-664 - [c42]Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jasper R. R. Uijlings, M. van Liempt, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Arnold W. M. Smeulders, Dennis C. Koelma, Miguel M. F. Bugalho, Isabel Trancoso, F. Yan, M. A. Tahir, Krystian Mikolajczyk, Josef Kittler:
The MediaMill TRECVID 2009 Semantic Video Search Engine. TRECVID 2009 - [r1]Marcel Worring, Cees Snoek:
Visual Content Analysis. Encyclopedia of Database Systems 2009: 3360-3365 - 2008
- [j8]Cees G. M. Snoek, Marcel Worring, Ork de Rooij, Koen E. A. van de Sande, Rong Yan, Alexander G. Hauptmann:
VideOlympics: Real-Time Evaluation of Multimedia Retrieval Systems. IEEE Multim. 15(1): 86-91 (2008) - [c41]Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek:
Color Descriptors for Object Category Recognition. CGIV/MCS 2008: 378-381 - [c40]Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek:
A comparison of color features for visual concept classification. CIVR 2008: 141-150 - [c39]Ork de Rooij, Cees G. M. Snoek, Marcel Worring:
Balancing thread based navigation for targeted video search. CIVR 2008: 485-494 - [c38]Ork de Rooij, Cees G. M. Snoek, Marcel Worring:
MediaMill: fast and effective video search using the forkbrowser. CIVR 2008: 561-562 - [c37]Koen E. A. van de Sande, Theo Gevers, Cees G. M. Snoek:
Evaluation of color descriptors for object and scene recognition. CVPR 2008 - [c36]Cees G. M. Snoek, Richard van Balen, Dennis C. Koelma, Arnold W. M. Smeulders, Marcel Worring:
Analyzing video concept detectors visually. ICME 2008: 1603-1604 - [c35]Xirong Li, Cees G. M. Snoek, Marcel Worring:
Learning tag relevance by neighbor voting for social image retrieval. Multimedia Information Retrieval 2008: 180-187 - [c34]Daragh Byrne, Aiden R. Doherty, Cees G. M. Snoek, Gareth J. F. Jones, Alan F. Smeaton:
Validating the Detection of Everyday Concepts in Visual Lifelogs. SAMT 2008: 15-30 - [c33]Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jan C. van Gemert, Jasper R. R. Uijlings, Jiyin He, Xirong Li, Ivo Everts, Vladimir Nedovic, M. van Liempt, Richard van Balen, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Arnold W. M. Smeulders, Dennis C. Koelma, Fei Yan, Muhammad Atif Tahir, Krystian Mikolajczyk, Josef Kittler:
The MediaMill TRECVID 2008 Semantic Video Search Engine. TRECVID 2008 - 2007
- [j7]Frank J. Seinstra, Jan-Mark Geusebroek, Dennis C. Koelma, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders:
High-Performance Distributed Video Content Analysis with Parallel-Horus. IEEE Multim. 14(4): 64-75 (2007) - [j6]Cees G. M. Snoek, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders:
A Learned Lexicon-Driven Paradigm for Interactive Video Retrieval. IEEE Trans. Multim. 9(2): 280-292 (2007) - [j5]Cees G. M. Snoek, Bouke Huurnink, Laura Hollink, Maarten de Rijke, Guus Schreiber, Marcel Worring:
Adding Semantics to Detectors for Video Retrieval. IEEE Trans. Multim. 9(5): 975-986 (2007) - [c32]Ork de Rooij, Cees G. M. Snoek, Marcel Worring:
MediaMill: semantic video search using the RotorBrowser. CIVR 2007: 649 - [c31]Marcel Worring, Cees G. M. Snoek, Ork de Rooij, Giang P. Nguyen, Arnold W. M. Smeulders:
The Mediamill Semantic Video Search Engine. ICASSP (4) 2007: 1213-1216 - [c30]Ork de Rooij, Cees G. M. Snoek, Marcel Worring:
MediaMill: Video Query on Demand using the Rotorbrowser. ICME 2007: 6 - [c29]Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders, Bauke Freiburg:
The Role of Visual Content and Style for Concert Video Indexing. ICME 2007: 252-255 - [c28]Cees G. M. Snoek, Marcel Worring:
Are Concept Detector Lexicons Effective for Video Search? ICME 2007: 1966-1969 - [c27]Ork de Rooij, Cees G. M. Snoek, Marcel Worring:
Query on demand video browsing. ACM Multimedia 2007: 811-814 - [c26]Cees G. M. Snoek, Ivo Everts, Jan C. van Gemert, Jan-Mark Geusebroek, Bouke Huurnink, Dennis C. Koelma, M. van Liempt, Ork de Rooij, Koen E. A. van de Sande, Arnold W. M. Smeulders, Jasper R. R. Uijlings, Marcel Worring:
The MediaMill TRECVID 2007 Semantic Video Search Engine. TRECVID 2007 - [p1]Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders:
Semantic Video Indexing. Multimedia Retrieval 2007: 225-249 - 2006
- [j4]Cees Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders:
The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing. IEEE Trans. Pattern Anal. Mach. Intell. 28(10): 1678-1689 (2006) - [j3]Cees Snoek, Marcel Worring, Alexander G. Hauptmann:
Learning rich semantics from news video archives by style analysis. ACM Trans. Multim. Comput. Commun. Appl. 2(2): 91-108 (2006) - [c25]Cees Snoek, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders:
Learned Lexicon-Driven Interactive Video Retrieval. CIVR 2006: 11-20 - [c24]Marcel Worring, Cees Snoek, Ork de Rooij, Giang P. Nguyen, Richard van Balen, Dennis C. Koelma:
Mediamill: Advanced Browsing in News Video Archives. CIVR 2006: 533-536 - [c23]Jan C. van Gemert, Jan-Mark Geusebroek, Cor J. Veenman, Cees G. M. Snoek, Arnold W. M. Smeulders:
Robust Scene Categorization by Learning Image Statistics in Context. CVPR Workshops 2006: 105 - [c22]Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra, Arnold W. M. Smeulders:
The Semantic Pathfinder for Generic News Video Indexing. ICME 2006: 1469-1472 - [c21]Marcel Worring, Cees Snoek, Dennis C. Koelma, Giang P. Nguyen, Ork de Rooij:
Lexicon-based Browsers for Searching in News Video Archives. ICPR (1) 2006: 1256-1259 - [c20]Marcel Worring, Cees Snoek:
Semantic indexing and retrieval of video. ACM Multimedia 2006: 13 - [c19]Cees Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark Geusebroek, Arnold W. M. Smeulders:
The challenge problem for automated detection of 101 semantic concepts in multimedia. ACM Multimedia 2006: 421-430 - [c18]Jan C. van Gemert, Cees Snoek, Cor J. Veenman, Arnold W. M. Smeulders:
The influence of cross-validation on video classification performance. ACM Multimedia 2006: 695-698 - [c17]Marcel Worring, Cees G. M. Snoek, Bouke Huurnink, Jan C. van Gemert, Dennis C. Koelma, Ork de Rooij:
The mediamill large.lexicon concept suggestion engine. ACM Multimedia 2006: 785-786 - [c16]Cees G. M. Snoek, Marcel Worring, Bouke Huurnink, Jan C. van Gemert, Koen E. A. van de Sande, Dennis C. Koelma, Ork de Rooij:
MediaMill: Video Search using a Thesaurus of 500 Machine Learned Concepts. SAMT (Posters and Demos) 2006 - [c15]Cees G. M. Snoek, Jan C. van Gemert, Theo Gevers, Bouke Huurnink, Dennis C. Koelma, M. van Liempt, Ork de Rooij, Koen E. A. van de Sande, Frank J. Seinstra, Arnold W. M. Smeulders, Andrew H. C. Thean, Cor J. Veenman, Marcel Worring:
The MediaMill TRECVID 2006 Semantic Video Search Engine. TRECVID 2006 - 2005
- [j2]Cees Snoek, Marcel Worring:
Multimodal Video Indexing: A Review of the State-of-the-art. Multim. Tools Appl. 25(1): 5-35 (2005) - [j1]Cees Snoek, Marcel Worring:
Multimedia event-based video indexing using time intervals. IEEE Trans. Multim. 7(4): 638-647 (2005) - [c14]Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra:
On the surplus value of semantic video analysis beyond the key frame. ICME 2005: 386-389 - [c13]Cees G. M. Snoek, Dennis C. Koelma, Jeroen van Rest, Nellie Schipper, Frank J. Seinstra, Andrew H. C. Thean, Marcel Worring:
Mediamill: Searching Multimedia Archives Based on Learned Semantics. ICME 2005: 1575-1577 - [c12]Frank J. Seinstra, Cees Snoek, Dennis C. Koelma, Jan-Mark Geusebroek, Marcel Worring:
User Transparent Parallel Processing of the 2004 NIST TRECVID Data Set. IPDPS 2005 - [c11]Cees Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark Geusebroek, Dennis C. Koelma, Giang P. Nguyen, Ork de Rooij, Frank J. Seinstra:
MediaMill: exploring news video archives based on learned semantics. ACM Multimedia 2005: 225-226 - [c10]Cees Snoek, Marcel Worring, Arnold W. M. Smeulders:
Early versus late fusion in semantic video analysis. ACM Multimedia 2005: 399-402 - [c9]Cees G. M. Snoek, Jan C. van Gemert, Jan-Mark Geusebroek, Bouke Huurnink, Dennis C. Koelma, Giang P. Nguyen, Ork de Rooij, Frank J. Seinstra, Arnold W. M. Smeulders, Cor J. Veenman, Marcel Worring:
The MediaMill TRECVID 2005 Semantic Video Search Engine (Draft Version). TRECVID 2005 - 2004
- [c8]Cees Snoek, Marcel Worring:
Multimedia Pattern Recognition in Soccer Video Using Time Intervals. GfKl 2004: 97-108 - [c7]Cees Snoek, Marcel Worring, Alexander G. Hauptmann:
Detection of TV news monologues by style analysis. ICME 2004: 1103-1106 - [c6]Cees G. M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis C. Koelma, Frank J. Seinstra:
The MediaMill TRECVID 2004 Semantic Viedo Search Engine. TRECVID 2004 - 2003
- [c5]Cees G. M. Snoek, Marcel Worring:
Time interval maximum entropy based event indexing in soccer video. ICME 2003: 481-484 - [c4]Alexander G. Hauptmann, Robert V. Baron, Ming-Yu Chen, Michael G. Christel, Pinar Duygulu, C. Huang, Rong Jin, Wei-Hao Lin, Tobun D. Ng, Neema Moraveji, Norman Papernick, Cees G. M. Snoek, G. Tzanetakis, Jie Yang, Rong Yan, Howard D. Wactlar:
Informedia at TRECVID 2003 : Analyzing and Searching Broadcast News Video. TRECVID 2003 - 2002
- [c3]Cees G. M. Snoek, Marcel Worring:
A review on multimodal video indexing. ICME (2) 2002: 21-24 - [c2]Marcel Worring, Andrew D. Bagdanov, Jan C. van Gemert, Jan-Mark Geusebroek, Hoang Minh, Guus Schreiber, Cees Snoek, Jeroen Vendrig, Jan Wielemaker, Arnold W. M. Smeulders:
Interactive Indexing and Retrieval of Multimedia Content. SOFSEM 2002: 135-148 - [c1]Jeroen Vendrig, Ioannis Patras, Cees Snoek, Marcel Worring, Jurgen den Hartog, Stephan Raaijmakers, Jeroen van Rest, David A. van Leeuwen:
TREC Feature Extraction by Active Learning. TREC 2002
Coauthor Index
Yuki Markus Asano
aka: Yuki M. Asano
aka: Yuki M. Asano
Yingjun Du
aka: Ying-Jun Du
aka: Ying-Jun Du
Jan C. van Gemert
aka: Jan van Gemert
aka: Jan van Gemert
[j59] [c213] [c209] [c192] [c186] [i104] [i101] [i91] [i89] [i87] [i86] [j56] [c178] [i80] [j54] [j53] [c167] [c165] [c162] [c156] [i69] [i68] [i62] [i59] [i57] [i54] [i53] [j51] [j48] [c151] [c147] [c145] [c141] [i42] [i41] [j47] [c135] [c134] [c133] [i36] [i34] [i29] [i24] [i22] [c126] [c124] [c122] [i18] [i17] [j35] [c117] [c114] [i14] [i11] [c101] [c97] [i3] [c82]
[c149] [i47] [j46] [i32] [i30] [c129] [i27] [i23] [c125] [c111] [i8] [j31] [j25] [c95] [c94] [c83] [c82] [p2] [r2] [j22] [c79] [c78] [c72] [c71] [j21] [j20] [j19] [c70] [c69] [c68] [c65] [c64] [c62] [c61] [c60] [c57] [c56] [j15] [j14] [c54] [c48] [c47] [c42] [c36] [c33] [j7] [j6] [c31] [c29] [c26] [p1] [j4] [c25] [c23] [c22] [c19] [c18] [c15] [c10] [c9] [c2]
[i118] [c187] [i109] [i95] [c172] [c170] [i81] [i77] [r3] [e7] [j22] [j20] [c69] [c62] [c61] [c55] [c47] [j10] [j9] [c46] [c45] [c42] [r1] [j8] [c39] [c38] [c36] [c35] [c33] [j7] [j6] [j5] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [p1] [j4] [j3] [c25] [c24] [c22] [c21] [c20] [c19] [c17] [c16] [c15] [j2] [j1] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c3] [c2] [c1]
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