Yikai-Wang

TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

InvariantRiskMinimization

PyTorch code to run synthetic experiments.

LabelNoiseCorrection

Official Implementation of ICML 2019 Unsupervised label noise modeling and loss correction

metro

Metropolized knockoff sampling

confidence_estimation

Learning Confidence for Out-of-Distribution Detection in Neural Networks

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

lnl_sr

Learning with Noisy Labels via Sparse Regularization, ICCV2021

RUC

knowledge_evolution

(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets

Adam-NSCL

PyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"

IguanaTex

A PowerPoint add-in allowing you to insert LaTeX equations into PowerPoint presentations on Windows and Mac

ProSelfLC-AT

noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.

cvxpylayers

Differentiable convex optimization layers

qpth

A fast and differentiable QP solver for PyTorch.

odin

A simple and effective method for detecting out-of-distribution images in neural networks.

TAFSSL

Task-Adaptive Feature Sub-Space Learning for few-shot classification

TIM

(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297

DessiLBI

PySCIPOpt

Python interface for the SCIP Optimization Suite

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

osx-edid-overrides

Generate a EDID override file that forces Mac OSX to use RGB colour for external displays

IguanaTexMac

IguanaTex for mac (Now archived. For the up-to-date version please refer to https://github.com/Jonathan-LeRoux/IguanaTex)

bclm

macOS command-line utility to limit max battery charge

tensorflow_macos

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

Batch-Spectral-Penalization

Code release for Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation (ICML 2019)

awesome-macos-command-line

Use your macOS terminal shell to do awesome things.

bindPDF

A friendly UI to combine multiple PDFs into a single PDF

aws-cv-task2vec

Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)

GraphLearning

Python package for graph-based clustering and semi-supervised learning