slala2121

mlx

MLX: An array framework for Apple silicon

pytorch-ts

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

hidden-stratification

Combating hidden stratification with GEORGE

RIDE-LongTailRecognition

[ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."

Fine-Grained-or-Not

Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)

GTN

deepALplus

This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbox).

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

LACE

A new play-and-plug method of controlling an existing generative model with conditioning attributes and their compositions.

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

vision_transformer

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

google-research

Google Research

SimCLRv2-Pytorch

Pretrained SimCLRv2 models in Pytorch

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

BGADL

Pytorch implementation of the paper Bayesian Generative Active Deep Learning (ICML 2019).

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

O-MedAL

O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.

robustness_applications

Notebooks for reproducing the paper "Computer Vision with a Single (Robust) Classifier"

DeepInversion

Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)

brainiak

Brain Imaging Analysis Kit