Awj2021

SpaTracker

[CVPR 2024 Highlight] Official PyTorch implementation of SpatialTracker: Tracking Any 2D Pixels in 3D Space

multi-annotator-deep-learning

Code associated to the article "Multi-annotator Deep Learning: A Probabilistic Framework for Classification"

ManifoldDivideMix

AutoNovel

"Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Ehrhardt, Andrea Vedaldi, Andrew Zisserman (ICLR 2020)

NPN

Regroup-Loss-Median-to-Combat-Label-Noise

Source code for AAAI-2024 Accepted paper Regroup Median Loss for Combating Label Noise

TCL

Twin Contrastive Learning with Noisy Labels (CVPR 2023)

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

LabelNoiseMOIT

Official implementation for: "Multi-Objective Interpolation Training for Robustness to Label Noise"

faiss

A library for efficient similarity search and clustering of dense vectors.

prml-cn

This is a Chinese version of Pattern Recognition and Machine Learning.

notero

A Zotero plugin for syncing items and notes into Notion

schedule

Python job scheduling for humans.

noisy-contrastive

A PyTorch-based library for On Learning Contrastive Representations for Learning With Noisy Labels (CVPR'22)

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

MosRep.pytorch

Mosaic Representation Learning for Self-supervised Visual Pre-training (ICLR2023, Spotlight)

HOOD

Code for ICLR 2023 Harnessing Out-Of-Distribution Examples via Augmenting Content and Style

2023_NeurIPS_CS-isolate

CDUL

Unofficial Implementation to CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification [ICCV'23]

CPRFL

Twin-sight

[ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"

DivideMix

Code for DivideMix

ProtoSemi

PLReMix

Official pytorch implementation code of paper "PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning"

RankMixup

An official implementation of "RankMixup: Ranking-Based Mixup Training for Network Calibration" (ICCV 2023) in PyTorch.

jupyterlab-desktop

JupyterLab desktop application, based on Electron.

CADDM

Official implementation of ID-unaware Deepfake Detection Model

ConNucDA

Official implementation of a paper accepted on MICCAI 2024

multi-annotator-machine-learning

NC-SDEdit

[ECCV 2024] Noise Calibration: Plug-and-play Content-Preserving Video Enhancement using Pre-trained Video Diffusion Models