A PyTorch reimplementation of the paper Free-Form Image Inpainting with Gated Convolution (DeepFill v2) (https://arxiv.org/abs/1806.03589)

Squeeze-and-Excitation Networks

A Structure-guided Diffusion Model for Large-hole Image Completion

Official implementation of "Mobile Attention: Mobile-Friendly Linear-Attention for Vision Transformers in PyTorch". To run the code, you can refer to https://github.com/thuml/Flowformer.

Official code implementation of STIG (AAAI 2024)

The code for MCA block

wavelet implicit neural representations

Offical implementation of "Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks" (AAAI2024)

[ECCV2024 - Oral] Adaptive Parametric Activation

Official implementation of Paper "Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model" (ECCV 2024)

The codes to replicate the simulation of the paper :"Wav-KAN: Wavelet Kolmogorov-Arnold Networks"

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

[IJCAI23] Strip Attention for Image Restoration

Pytorch implementation of Coherent Semantic Attention Image Inpainting

(The visual computer 2023) Dynamic context-driven progressive image inpainting with auxiliary generative units.

SyFormer：Structure-Guided Synergism Transformer for Large-Portion Image Inpainting

Released code for paper: Attention Beats Linear for Fast Implicit Neural Representation Generation. Attention-based localized implicit Neural Representation (ANR)

[ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer

Large Kernel Distillation Network for Efficient Single Image Super-Resolution

Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019, Winner Award of ICCVW AIM 2019 Constrained SR Track1&Track2)

[AAAI2024] Omni-Kernel Network for Image Restoration

TPSeNCE for image rain generation, deraining, and object detection.

Official Pytorch Implementation for "SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Image Deraining"

Official respository for the paper "Latent Degradation Representation Constraint for Single Image Deraining"."

Official implementation of our paper "Diving Deep into Regions: Exploiting Regional Information Transformer for Single Image Deraining."

Code for the paper titled "Sparse Self-Attention Transformer for Image Inpainting".