A repository that implements some proposed methods from popular conference from scratch.

Automated Bayesian model discovery for time series data

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

A list of paper templates in the area of machine learning.

[MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"

Download papers and supplemental materials from open-access paper website, such as AAAI, AISTATS, COLT, CORL, CVPR, ECCV, ICCV, ICLR, ICML, IJCAI, JMLR, NIPS, RSS, WACV.

🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024

Python package for the ICML 2022 paper "Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors".

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

🔥OSN in PyTorch (ICML 2024)

Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020

Source code of the ICML24 paper "Self-Composing Policies for Scalable Continual Reinforcement Learning" (selected for oral presentation)

[ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More

Official code for "Enabling Uncertainty Estimation in Iterative Neural Networks" (ICML 2024)

[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels

Official GitHub repo for VecKM. A very efficient and descriptive local geometry encoder / point tokenizer / patch embedder. ICML2024.

Official PyTorch implementation of the ICML 2024 paper "Hyperbolic Active Learning for Semantic Segmentation under Domain Shift"

All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.

视觉实验室新手任务

[ICML 2024] Let Go of Your Labels with Unsupervised Transfer