Impression2805's starred repositories
Awesome-Forgetting-in-Deep-Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.
vision-transformers-cifar10
Let's train vision transformers (ViT) for cifar 10!
awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
awesome-source-free-test-time-adaptation
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
Awesome-Novel-Class-Discovery
A list of papers that studies Novel Class Discovery
pytorch-SelectiveNet
Unofficial pytorch implementation of 'SelectiveNet: A Deep Neural Network with an Integrated Reject Option' [Geifman+, ICML2019]
awesome-outlier-detection-resources
Outlier detection related books and papers.
deterministic-uncertainty-quantification
Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"
Awesome-Mixup
Awesome List of Mixup Augmentation Papers for Visual Representation Learning
awesome-mixup
A paper list about mixup.
failure_detection_benchmark
Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.
Generalization-Causality
关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记
Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
dbu-robustness
Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)