Kolmogorov-Arnold Transformer: A PyTorch Implementation with CUDA kernel

[CVPR 2022] VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution

A large-scale dataset of both raw MRI measurements and clinical MRI images.

MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution (CVPR2021)

【MICCAI 2021, Early accept】Multi-Contrast MRI Super-Resolution via a Multi-Stage Integration Network

Learning Local Implicit Fourier Representation for Image Warping, in ECCV 2022

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior (CVPR 2020)

Official PyTorch implementation of Dual Arbitrary Scale Super-Resolution for Multi-Contrast MRI

CAMixerSR: Only Details Need More “Attention” (CVPR 2024)

This is the PyTorch implementation of paper: FSR (AAAI 2023 Oral).

Pytorch implementation of our paper accepted by ECCV 2022 -- ARM: Any-Time Super-Resolution Method (https://arxiv.org/abs/2203.10812)

(CVPR2021) ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic

[ECCV 2024 - Oral] HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution

Accelerating Image Super-Resolution Networks with Pixel-Level Classification (ECCV 2024)

The official implementation of Generalizable Implicit Neural Representations with Instance Pattern Composers(CVPR’23 highlight).

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

Official PyTorch and Diffusers Implementation of "LinFusion: 1 GPU, 1 Minute, 16K Image"

CVPR 2024-Improved Implicit Neural Representation with Fourier Reparameterized Training

Code for WWW-20 Paper: HTML: Hierarchical Transformer-based Multi-task Learning for Volatility Prediction

[ICCV 2023] Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution; runner-up method for the model complexity track in NTIRE2023 Efficient SR challenge

[NTIRE 2022, EfficientSR] MobileSR: A Mobile-friendly Transformer for Efficient Image Super-Resolution

[CVPR 2024] Official implementation of "Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss"

Repository for "See More Details: Efficient Image Super-Resolution by Experts Mining", ICML 2024

[ICCV 2023] A curated list of resources on implicit neural representations in Medical Imaging