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ORCIDSara Atito Ali Ahmed 0001
Person information
- affiliation: University of Surrey, Centre for Vision, Speech and Signal Processing, CVSSP, Guildford, UK
- affiliation (PhD 2021): Sabanci University, Faculty of Engineering and Natural Sciences, Istanbul, Turkey
- affiliation (2014): Nile University, Egypt
- affiliation (2014): TU Berlin, Germany
- affiliation (2013): Sony Deutschland GmbH, Speech and Sound Group, Stuttgart, Germany
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2020 – today
- 2024
[j6]Wenhua Dong
, Xiaojun Wu, Tianyang Xu, Zhenhua Feng, Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler:
View-shuffled clustering via the modified Hungarian algorithm. Neural Networks 179: 106602 (2024)- [j5]Xuefeng Zhu, Tianyang Xu, Sara Atito, Muhammad Awais, Xiaojun Wu, Zhenhua Feng, Josef Kittler:
Self-supervised learning for RGB-D object tracking. Pattern Recognit. 155: 110543 (2024) - [j4]Sara Atito Ali Ahmed, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler:
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3684-3693 (2024) - [j3]Wenhua Dong, Xiaojun Wu, Zhenhua Feng, Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler:
One-pass View-unaligned Clustering. IEEE Trans. Multim. 26: 9699-9709 (2024) - [c16]Rongchang Li, Zhenhua Feng, Tianyang Xu, Linze Li, Xiaojun Wu, Muhammad Awais, Sara Atito Ali Ahmed, Josef Kittler:
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. ECCV (38) 2024: 369-388 - [c15]Sergio Sánchez Santiesteban, Sara Atito, Muhammad Awais, Yi-Zhe Song, Josef Kittler:
Improved Image Captioning Via Knowledge Graph-Augmented Models. ICASSP 2024: 4290-4294 - [i23]Abhijeet Parida, Daniel Capellán-Martín, Sara Atito, Muhammad Awais, María J. Ledesma-Carbayo, Marius George Linguraru, Syed Muhammad Anwar:
DiCoM - Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies. CoRR abs/2402.15534 (2024) - [i22]Jiantao Wu, Shentong Mo, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais:
DailyMAE: Towards Pretraining Masked Autoencoders in One Day. CoRR abs/2404.00509 (2024) - [i21]Zhangyong Tang, Tianyang Xu, Zhenhua Feng, Xuefeng Zhu, He Wang, Pengcheng Shao, Chunyang Cheng, Xiaojun Wu, Muhammad Awais, Sara Atito, Josef Kittler:
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method. CoRR abs/2405.00168 (2024) - [i20]Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais:
Pseudo Labelling for Enhanced Masked Autoencoders. CoRR abs/2406.17450 (2024) - [i19]Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais:
Investigating Self-Supervised Methods for Label-Efficient Learning. CoRR abs/2406.17460 (2024) - [i18]Rongchang Li, Zhenhua Feng, Tianyang Xu, Linze Li, Xiao-Jun Wu, Muhammad Awais, Sara Atito, Josef Kittler:
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. CoRR abs/2407.06113 (2024) - [i17]Wenhua Dong, Xiaojun Wu, Zhenhua Feng, Sara Atito, Muhammad Awais, Josef Kittler:
Probabilistically Aligned View-unaligned Clustering with Adaptive Template Selection. CoRR abs/2409.14882 (2024) - [i16]Jiantao Wu, Shentong Mo, Zhenhua Feng, Sara Atito Ali Ahmed, Josef Kittler, Muhammad Awais:
Rethinking Positive Pairs in Contrastive Learning. CoRR abs/2410.18200 (2024) - 2023
- [c14]Sara Atito, Muhammad Awais, Srinivasa Rao Nandam, Josef Kittler:
GMML is All You Need. ICIP 2023: 2125-2129 - [c13]Umar Marikkar, Sara Atito, Muhammad Awais, Adam Mahdi:
LT-ViT: A Vision Transformer for Multi-Label Chest X-Ray Classification. ICIP 2023: 2565-2569 - [c12]Sara Atito, Muhammad Awais, Tony Alex, Josef Kittler:
Group Masked Model Learning for General Audio Representation. ICIP 2023: 2600-2604 - [i15]Jiantao Wu, Shentong Mo, Muhammad Awais, Sara Atito, Xingshen Zhang, Lin Wang, Xiang Yang:
Variantional autoencoder with decremental information bottleneck for disentanglement. CoRR abs/2303.12959 (2023) - [i14]Jiantao Wu, Shentong Mo, Muhammad Awais, Sara Atito, Zhenhua Feng, Josef Kittler:
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding. CoRR abs/2308.11448 (2023) - [i13]Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Atito, Muhammad Awais, Zhenhua Feng:
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition. CoRR abs/2309.05834 (2023) - [i12]Umar Marikkar, Sara Atito, Muhammad Awais, Adam Mahdi:
LT-ViT: A Vision Transformer for multi-label Chest X-ray classification. CoRR abs/2311.07263 (2023) - [i11]Jiantao Wu, Shentong Mo, Sara Atito, Josef Kittler, Zhenhua Feng, Muhammad Awais:
Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning. CoRR abs/2312.01118 (2023) - 2022
- [j2]Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen, Fatih Gulsen, Onur Tutar, Bora Korkmazer, Cesur Samanci, Sabri Sirolu, Rauf Hamid, Ali Ergun Eryurekli, Toghrul Mammadov, Berrin A. Yanikoglu:
Comparison and ensemble of 2D and 3D approaches for COVID-19 detection in CT images. Neurocomputing 488: 457-469 (2022) - [c11]Sara Atito Ali Ahmed, Berrin Yanikoglu:
Relative attributes classification via transformers and rank SVM loss. ICMV 2022 - [c10]Arin Zeyneloglu, Sara Atito Ali Ahmed, Berrin Yanikoglu:
Face attribute classification with evidential deep learning. ICMV 2022 - [c9]Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kittler:
SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI. MILLanD@MICCAI 2022: 86-95 - [i10]Sara Atito, Muhammad Awais, Josef Kittler:
GMML is All you Need. CoRR abs/2205.14986 (2022) - [i9]Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kittler:
SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI. CoRR abs/2208.13923 (2022) - [i8]Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kittler, Marius George Linguraru:
SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. CoRR abs/2211.12944 (2022) - [i7]Sara Atito, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler:
ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation. CoRR abs/2211.13189 (2022) - 2021
- [b1]Sara Atito Ali Ahmed:
Deep learning ensembles for image understanding. Sabancı University, Turkey, 2021 - [j1]Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, Berrin A. Yanikoglu, Josef Kittler:
Deep Convolutional Neural Network Ensembles Using ECOC. IEEE Access 9: 86083-86095 (2021) - [c8]Mehmet Can Yavuz, Sara Atito Ali Ahmed, Mehmet Efe Kisaaga, Hasan Ocak, Berrin A. Yanikoglu:
YFCC-CelebA Face Attributes Datasets. SIU 2021: 1-4 - [i6]Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler:
SiT: Self-supervised vIsion Transformer. CoRR abs/2104.03602 (2021) - [i5]Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen, Fatih Gulsen, Onur Tutar, Bora Korkmazer, Cesur Samanci, Sabri Sirolu, Rauf Hamid, Ali Ergun Eryurekli, Toghrul Mammadov, Berrin A. Yanikoglu:
COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches. CoRR abs/2105.08506 (2021) - [i4]Ammarah Farooq, Muhammad Awais, Sara Atito Ali Ahmed, Josef Kittler:
Global Interaction Modelling in Vision Transformer via Super Tokens. CoRR abs/2111.13156 (2021) - [i3]Sara Atito Ali Ahmed, Muhammad Awais, Ammarah Farooq, Zhenhua Feng, Josef Kittler:
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning. CoRR abs/2111.15340 (2021) - 2020
- [c7]Sara Atito Ali Ahmed, Berrin A. Yanikoglu:
Relative Attribute Classification with Deep-RankSVM. ICPR Workshops (2) 2020: 659-671 - [c6]Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Cemre Zor, Muhammad Awais, Josef Kittler:
Skin Lesion Diagnosis with Imbalanced ECOC Ensembles. LOD (2) 2020: 292-303 - [c5]Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Özgü Göksu, Erchan Aptoula:
Skin Lesion Classification With Deep CNN Ensembles. SIU 2020: 1-4 - [i2]Sara Atito Ali Ahmed, Cemre Zor, Berrin A. Yanikoglu, Muhammad Awais, Josef Kittler:
ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles. CoRR abs/2009.02961 (2020) - [i1]Sara Atito Ali Ahmed, Berrin A. Yanikoglu:
Relative Attribute Classification with Deep Rank SVM. CoRR abs/2009.07717 (2020)
2010 – 2019
- 2019
- [c4]Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Sara Atito Ali Ahmed, Serap Aydin, Müjdat Çetin:
Prediction of Response Time and Vigilance Score in a Sustained Attention Task from Pre-trial Phase Synchrony using Deep Neural Networks. EMBC 2019: 676-679 - [c3]Sara Atito Ali Ahmed, Berrin A. Yanikoglu:
Within-Network Ensemble for Face Attributes Classification. ICIAP (1) 2019: 466-476 - 2018
- [c2]Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula, Ipek Ganiyusufoglu, Aras Yildiz, Kerem Yildirir, Baris Sevilmis, Mehmet Umut Sen:
Plant Identification with Deep Learning Ensembles. CLEF (Working Notes) 2018 - 2017
- [c1]Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula:
Plant Identification with Large Number of Classes: SabanciU-GebzeTU System in PlantCLEF 2017. CLEF (Working Notes) 2017
Coauthor Index
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