renqibing

stable-diffusion

A latent text-to-image diffusion model

Best-README-Template

An awesome README template to jumpstart your projects!

awesome-security

A collection of awesome software, libraries, documents, books, resources and cools stuffs about security.

wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

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

Awesome-CLIP

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

swa

Stochastic Weight Averaging in PyTorch

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

Multilingual-CLIP

OpenAI CLIP text encoders for multiple languages!

awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

awesome-source-free-test-time-adaptation

A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

l2p

Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

awesome-grad-school

🎓 Advice and resources for thriving and surviving graduate school

NodeFormer

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

DiffPure

A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.

CIFAR-10.1

Release of CIFAR-10.1, a new test set for CIFAR-10.

diffusion_priors

Using pre-trained Diffusion models as priors for inference tasks

RSC

This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020

ECCV22-P3AFormer-Tracking-Objects-as-Pixel-wise-Distributions

The official code for our ECCV22 oral paper: tracking objects as pixel-wise distributions.

CIRL

[CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"

adversarial_robustness_pytorch

Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples" & "Fixing Data Augmentation to Improve Adversarial Robustness" in PyTorch

directclr

Code used in "Understanding Dimensional Collapse in Contrastive Self-supervised Learning" paper.

Rectified-Rejection

Coupling rejection strategy against adversarial attacks (CVPR 2022)

OrthogonalPGD

awesome-ml4tpp

Awesome machine learning for temporal point processes papers.

Align-Representation-with-Base

CVPR 2022 paper