icml-2022 开源项目推荐（26 个）

alibaba /lightweight-neural-architecture-search

This is a collection of our zero-cost NAS and efficient vision applications.

Unity-Technologies /PeopleSansPeople

Unity's privacy-preserving human-centric synthetic data generator

BorgwardtLab /SAT

Official Pytorch code for Structure-Aware Transformer.

AvivNavon /nash-mtl

“多任务学习作为谈判游戏”的官方实施 [ICML 2022]

neulab /retomaton

PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)

val-iisc /SDAT

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

yuPeiyu98 /Latent-Diffusion-EBM

[ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling

tk-rusch /GraphCON

GraphCON (ICML 2022)

junxia97 /ProGCL

[ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"

rajarshd /CBR-SUBG

该项目在 GitHub 上没有填写描述

liang-hou /adcgan

[ICML 2022] Conditional GANs with Auxiliary Discriminative Classifier

tinkoff-ai /eop

Code for the paper "Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters", ICML 2022

sbyebss /variational_wgf

[ICML2022] Variational Wasserstein gradient flow

lu-wo /DETRtime

DETRtime, a framework for time-series segmentation

landskape-ai /Progressive-Pruning

Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)

YujiaBao /tofu

"Learning Stable Classifiers by Transferring Unstable Features" ICML 2022

val-iisc /MixupDA

[ICML22] Balancing Discriminability and Transferability for Source-Free Domain Adaptation

CSDUlm /wsingular

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

tinkoff-ai /exact

The original PyTorch implementation of the "EXACT: How Train Your Accuracy"

llylly /DSRS

Code for Double Sampling Randomized Smoothing [ICML 2022]