Jianwen Song's starred repositories

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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awesome-testflight-link

Collection of Testflight public app link(iOS/iPad OS/macOS)。

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T2T-ViT

ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

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Twins

Two simple and effective designs of vision transformer, which is on par with the Swin transformer

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swin2sr

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

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CSWin-Transformer

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022

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mvit

Code Release for MViTv2 on Image Recognition.

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NATTEN

Neighborhood Attention Extension. Bringing attention to a neighborhood near you!

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FFTformer

[CVPR 2023] Effcient Frequence Domain-based Transformer for High-Quality Image Deblurring

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super-image

Image super resolution models for PyTorch.

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gUNet

Rethinking Performance Gains in Image Dehazing Networks

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CAT

PyTorch code for our NeurIPS 2022 paper "Cross Aggregation Transformer for Image Restoration"

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MAN

Multi-scale Attention Network for Single Image Super-Resolution (CVPRW 2024)

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RethinkVSRAlignment

(NIPS 2022) Rethinking Alignment in Video Super-Resolution Transformers

CMT.pytorch

CMT Pytorch implementation of our CVPR 2022 paper CMT: Convolutional Neural Networks Meet Vision Transformers (https://arxiv.org/pdf/2107.06263.pdf).

VapSR

models and code for "Efficient Image Super Resolution using Vast Receptive Field Attention"

DLSN

This project is for DLSN introduced in the following paper "Global Learnable Attention for Single Image Super-Resolution".

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FSDGN

Official implementation for "Frequency and Spatial Dual Guidance for Image Dehazing" [ECCV 2022]

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DHVT

This is an official implementation of our NeurIPS 2022 paper "Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets".

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MGA-scheme

Restore Globally, Refine Locally: A Mask-Guided Scheme to Accelerate Super-Resolution Networks

HPINet

Hierarchical Pixel Integration for Lightweight Image Super-Resolution

Stoformer

Official repository for the paper "Stochastic Window Transformer for Image Restoration".

ChiTransformer

The official implementation of "ChiTransformer: Towards Reliable Stereo from Cues"

KXNet

Implementation of 'KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution' (ECCV2022 Oral)

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structured-light

Corresponding code to a structured light tutorial

LGAN

Source codes for LGAN

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