[IEEE TCSVT] TCNet:Co-salient Object Detection via Parallel Interaction of Transformers and CNNs

[CVPR 2024 Oral] Official repository of FMA-Net

CVPR 2024-Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention

The official code for paper "TMP: Temporal Motion Propagation for Online Video Super-Resolution"

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones (ECCV 2022)

Bringing Old Films Back to Life (CVPR 2022)

PyTorch implementation of "CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution (CVPR2023)"

Real-RawVSR: Real-World Raw Video Super-Resolution with a Benchmark Dataset (Real-RawVSR), ECCV 2022

Code Repository for Research Article Titled - "Online Video Super-Resolution using Information Replenishing Unidirectional Recurrent Model"

SGNet: Structure Guided Network via Gradient-Frequency Awareness for Depth Map Super-Resolution (AAAI-2024)

Code for the paper "Depth Super-Resolution from Explicit and Implicit High-Frequency Features (CVIU 2023)"

Official implementation of our CVPR2023 paper "A Unified Pyramid Recurrent Network for Video Frame Interpolation"

[ECCV2020 Spotlight] Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring

Test-time Local Converter

Official repository for "Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring".

An effective image quality assessment framework combining Segment Anything (SAM). This is the official implementation of our paper.

A Feature Reuse Framework with Texture-adaptive Aggregation for Reference-based Super-Resolution

RRSR: Reciprocal Reference-based Image Super-Resolution with Progressive Feature Alignment and Selection

[ACM MM 2022 - Demo] Restoration of Analog Videos Using Swin-UNet

EFENet: Reference-based Video Super-Resolution with Enhanced Flow Estimation

Collaborative Feedback Discriminative Propagation for Video Super-Resolution

(ECCV 2020) Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks

AFNet(NeurIPS 2022)

[NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

[ICCV2023] Implementation of "Feature Modulation Transformer: Cross-Refinement of Global Representation via High-Frequency Prior for Image Super-Resolution"