Zhixing Sun's repositories

convit

Code for the Convolutional Vision Transformer (ConViT)

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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

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Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

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External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

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PCL

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

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Deformable-ConvNets

Deformable Convolutional Networks

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CoOp

Learning to Prompt for Vision-Language Models.

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WSNFGVC

Web-Supervised Network for Fine-Grained Visual Classification

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BriVL

Bridging Vision and Language Model

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YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

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big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

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CAL

[ICCV 2021] Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification

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ViT-pytorch-1

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

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SPOL

Codes for CVPR2021 paper "Shallow Feature Matters for Weakly Supervised Object Localization"

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HLA-Face-Code

Code for HLA-Face: Joint High-Low Adaptation for Low Light Face Detection (CVPR21)

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tps_stn_pytorch

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

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volo

VOLO: Vision Outlooker for Visual Recognition

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VisionPermutator

MLP-Like Vision Permutator for Visual Recognition (PyTorch)

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BBN

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

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C2-Matching

Code for C2-Matching (CVPR2021). Paper: Robust Reference-based Super-Resolution via C2-Matching.

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EANet

External Attention Network

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CLIP

Contrastive Language-Image Pretraining

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inat_comp

iNaturalist competition details

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DASR

[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution

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InvDN

Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).

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