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SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)
Official PyTorch Implementation of "StarSRGAN: Improving Real-World Blind Super-Resolution" (WSCG 2023)
[ECCV2024] Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and Personalized Stylization
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
SOTA for Burst Super-resolution, Low-light Burst Image Enhancement, Burst Image De-noising
Learning Generative Structure Prior for Blind Text Image Super-resolution [CVPR 2023]
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising (CVPR 2023)
A curated, but incomplete, list of data-centric AI resources.
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
[ECCV 2022] LEDNet: Joint Low-light Enhancement and Deblurring in the Dark
AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Im…
ICASSP 2020 - ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network - ICPR 2020 - Tarsier: Evolving Noise Injection in Super-Resolution GANs
From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution (ECCV 2022)
PyTorch codes for "Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors", ACM MM2022 (Oral)
Official Pytorch Code for "Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN" - MICCAI 2022 Workshop
This repository is a PyTorch version of "Soft-edge Assisted Network for Single Image Super-Resolution". (IEEE TIP 2020)
RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality (CVPR 2022)
[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"
PyTorch implementation of "Reference-based Image Super-Resolution with Deformable Attention Transformer (ECCV2022)"
A curated list of awesome 3d generation papers
This is the open source implementation of the ICLR2022 paper "StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis"
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation (CVPR 2022 Oral)