YNCao's repositories
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
blockchain_guide
Introduce blockchain related technologies, from theory to practice with bitcoin, ethereum and hyperledger.
CAL
[ICCV 2021] Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification
canvas-vae
Implementation of CanvasVAE: Learning to Generate Vector Graphic Documents, ICCV 2021
CF-ViT
Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"
DAT
Repository of Vision Transformer with Deformable Attention (CVPR2022)
DeepLayout
PyTorch implementation of "LayoutTransformer: Layout Generation and Completion with Self-attention" to appear in ICCV 2021
detr
End-to-End Object Detection with Transformers
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
DPT
DPT: Deformable Patch-based Transformer for Visual Recognition (ACM MM2021)
gansformer
Generative Adversarial Transformers
HCSC
[CVPR 2022] PyTorch implementation of Hierarchical Contrastive Selective Coding (HCSC) (https://arxiv.org/abs/2202.00455)
interviews.ai
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
MAE-pytorch
Masked Autoencoders Are Scalable Vision Learners
ML_Decoder
Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)
P2P-Net
Official implementation of "Fine-Grained Object Classification via Self-Supervised Pose Alignment".
PaperReading
Paper Reading of IMCC groups.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
query2labels
Official implementation of paper "Query2Label: A Simple Transformer Way to Multi-Label Classification".
RSTNet
RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words (CVPR2021)
TransFG
This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).
TransGAN
[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang
Visualizer
helper tools for attention visualization in deep learning