wutianyiRosun

PaddleHub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)

alphafold

Open source code for AlphaFold.

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

OpenPCDet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

MaskFormer

Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)

PaddleViT

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

moco-v3

PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

Swin-Transformer-Semantic-Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

Transformer-in-Computer-Vision

A paper list of some recent Transformer-based CV works.

YOLOS

[NeurIPS 2021] You Only Look at One Sequence

PaddleHelix

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

UniFormer

[ICLR2022] official implementation of UniFormer

fair_self_supervision_benchmark

Scaling and Benchmarking Self-Supervised Visual Representation Learning

Nystromformer

ColossalAI-Examples

Examples of training models with hybrid parallelism using ColossalAI

PaintTransformer

Official PaddlePaddle implementation of Paint Transformer

TorchPQ

Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda

FaPN

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

paper-reproduction-tutorials

论文复现技巧与PaddlePaddle优秀复现项目分享

ViP

Official implementation of the paper Visual Parser: Representing Part-whole Hierarchies with Transformers

TMANet

Official implementation of TMANet.

Revisiting-Contrastive-SSL

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

ProFOLD

A protein 3D structure prediction application

PolyphonicFormer

[ECCV 2022] 🎵PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation

MAMP

[ICME 2022] Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation.

EarlyBERT

[ACL-IJCNLP 2021] "EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets" by Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Zhangyang Wang and Jingjing Liu