"Layer-wise Adaptive Rate Scaling" in PyTorch

PyTorch implementation of LARS (Layer-wise Adaptive Rate Scaling)

Get almost unique ID names.

Official implementation of Cold-Diffusion for different transformations in pytorch.

Light version of Network Dissection for Quantifying Interpretability of Networks

A repo for transfer learning with deep tabular models

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

Turi Create simplifies the development of custom machine learning models.

Official Implementation for PlugIn Inversion

Breaching privacy in federated learning scenarios for vision and text

A centralized place for deep thinking code and experiments

Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training with torch's DDP.

Inception Score for GANs in Pytorch

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

Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Official implementation of our FLAG paper (CVPR2022)

The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

Example Distill article repository—clone, rename, start writing!

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Official Pytorch implementation of CutMix regularizer

Pretrained models on CIFAR10/100 in PyTorch