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awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-healthcare-foundation-models

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

imgsensingnet

[INFOCOM 2019] ImgSensingNet: UAV Vision Guided Aerial-Ground Air Quality Sensing System

me-net

[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation

multi-domain-imbalance

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

shortcut-ood-fairness

The Limits of Fair Medical Imaging AI In The Wild

simper

[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets

subpopbench

Change is Hard: A Closer Look at Subpopulation Shift

sv-rl

[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

tutorials

PyTorch tutorials.

vision

Datasets, Transforms and Models specific to Computer Vision

vlm-fairness

Demographic Bias of Vision-Language Foundation Models in Medical Imaging