slowbull

DDG

A PyTorch implementation of the paper "Decoupled Parallel Backpropagation with Convergence Guarantee"

FeaturesReplay

A PyTorch implementation of the paper "Training Neural Networks Using Features Replay"

VRSC-PG

This is the code for paper "Accelerated Method for Stochastic Composition Optimization with Nonsmooth Regularization" AAAI 2018

largebatch

leaf

ACPD

AsyDSPGplus

baselines-rudder

RUDDER for ATARI games with delayed rewards in OpenAI Baselines package

CMC

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

cond-shift-neurons

Implementation of Conditionally Shifted Neurons by Munkhdalai et al. (https://arxiv.org/pdf/1712.09926.pdf)

cycada_release

Code to accompany ICML 2018 paper

dataset-distillation

Dataset Distillation

Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

faceswap-GAN

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

fairseq-py

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

FastGCN

The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""

FATE

An Open Source Secure Computing Framework to support the Federated AI ecosystem

language-models

Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).

lottery-ticket-hypothesis

A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.

Moving-Semantic-Transfer-Network

Tensorflow codes for ICML2018, Learning Semantic Representations for Unsupervised Domain Adaptation

pytorch-vgg-cifar10

This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

QSGD-TF

QSGD-TF

slowbull.github.io

stochastic_gcn

Stochastic training of graph convolutional networks

stochastic_gradient_push

Stochastic Gradient Push for Distributed Deep Learning

stochs

stochs: fast stochastic solvers for machine learning in C++ and Cython

Transform2Act

[ICLR 2022 Oral] Official PyTorch Implementation of "Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design".

transformer-xl

vimsetup