Lechatelia

VQ-Diffusion

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

PseCo

An official implementation of the PseCo (ECCV2022)

SSOD

An official implementation of CVPR 2022 paper "Label Matching Semi-Supervised Object Detection".

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Grid2Op

Grid2Op a testbed platform to model sequential decision making in power systems.

UniGrad

Awesome-Video-Datasets

Video datasets

FasterTransformer

Transformer related optimization, including BERT, GPT

ColossalAI

Making large AI models cheaper, faster and more accessible

fastmoe

A fast MoE impl for PyTorch

OFA

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

bagua

Bagua Speeds up PyTorch

vmoe

fairscale

PyTorch extensions for high performance and large scale training.

Megatron-LM

Ongoing research training transformer models at scale

CoOp

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

tutel

Tutel MoE: An Optimized Mixture-of-Experts Implementation

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

pretrain-vl-data

Pre-trained V+L Data Preparation

ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

SGN

Official pytorch implementation of the AAAI 2021 paper "Semantic Grouping Network for Video Captioning"

dual_encoding

[CVPR2019] Dual Encoding for Zero-Example Video Retrieval

pytorch-video-feature-extractor

A repository for extract CNN features from videos using pytorch

video_feature_extractor

Easy to use video deep features extractor

multimodal_vtt

Joint Embedding with Multimodal Cues for Cross-Modal Video-Text Retrieval