[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
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Sep 24, 2024 - Python
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data-efficient
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Open source tools for computational pathology - Nature BME
deep-learning tcga-data weakly-supervised-learning bioimage-informatics digital-pathology clam pathology whole-slide-imaging computational-pathology camelyon16 histopathology camelyon17 data-efficient mahmoodlab quantitative-pathology
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Dec 6, 2024 - Python
Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)
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May 20, 2024 - Jupyter Notebook
Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
tcga medical-imaging segmentation image-segmentation tcga-data weakly-supervised-learning miccai pathology whole-slide-imaging wsi computational-pathology multiple-instance-learning tumor-segmentation histopathology data-efficient slide-image-segmentation
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Aug 5, 2021 - Python
[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang
generative-adversarial-network gan augmentation lottery-ticket-hypothesis data-efficient data-efficient-gan-training
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Dec 30, 2021 - Python
TIP2022 Adaptive Boosting (AdaBoost) for Domain Adaptation ? 🤷♀️ Why not ! 🙆♀️
gta5 adaboost tip cityscapes domain-adaptation adapative domainadaptation data-sampling data-efficient
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Mar 19, 2023 - Python
[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction
retrieval prompt information-extraction knowledge-graph ie event-extraction kg relation-extraction kbp nyt few-shot low-resource knowledge-base-population triple-extraction webnlg data-efficient relational-triple-extraction low-resource-nlp knowledge-informed-prompt-learning sigir2023
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Apr 5, 2023 - Python
Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)
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Sep 9, 2024 - Python
This is the official repo for Contrastive Vision-Language Alignment Makes Efficient Instruction Learner.
vision-language data-efficient contrastive-learning instruction-following data-efficient-learning large-language-models instruction-tuning vision-language-model
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Dec 1, 2023
Collection of self-supervised models for speaker and language recognition tasks.
deep-learning tensorflow speaker-recognition language-recognition self-supervised-learning data-efficient
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Jan 18, 2022 - Jupyter Notebook
[ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang
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Jan 4, 2024 - Python
Micromodels -- A framework for accurate, explainable, data efficient, and reusable NLP models.
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Feb 7, 2023 - Python
Pytorch Implementation of CLIP-Lite | Accepted at AISTATS 2023
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Mar 17, 2023 - Python
[ICML 2022] "Data-Efficient Double-Win Lottery Tickets from Robust Pre-training" by Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang
sparsity transfer-learning generalization lottery-ticket-hypothesis pretraining adversarial-robustness data-efficient robust-pretraining
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May 30, 2022 - Python
Resource for misinformation research on Twitter. Official resource of the paper "DeMis: Data-efficient Misinformation Detection using Reinforcement Learning", ECML-PKDD 2022
nlp machine-learning natural-language-processing twitter reinforcement-learning deep-learning pytorch fake-news misinformation data-efficient ecml-pkdd
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Mar 18, 2023 - Python
Global Autoregressive Models (GAMs) for Data-Efficient Sequence Learning
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Feb 19, 2022 - Jupyter Notebook
Code for the Knowledge distillation work to enhance fine grained disease recognition.
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Nov 4, 2019 - Python
Data loader and solution method for the DCASE 2024 Challenge Task1
deep-learning neural-networks data-manipulation representation-learning adversarial-networks data-augmentation audio-processing domain-adaptation acoustic-scene-classification domain-generalization data-efficient isotropic-architecture dcase2024
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Sep 9, 2024 - Python
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