Rosun's starred repositories
pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
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)
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.
PaddleHelix
Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
fair_self_supervision_benchmark
Scaling and Benchmarking Self-Supervised Visual Representation Learning
ColossalAI-Examples
Examples of training models with hybrid parallelism using ColossalAI
PaintTransformer
Official PaddlePaddle implementation of Paint Transformer
paper-reproduction-tutorials
论文复现技巧与PaddlePaddle优秀复现项目分享
Revisiting-Contrastive-SSL
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
PolyphonicFormer
[ECCV 2022] 🎵PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation