[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-sim…

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-Time Performance on Mobile Device, in ICCV 2023

FreeU: Free Lunch in Diffusion U-Net (CVPR2024 Oral)

[TIP-2018] MATLAB implementation of the "A Gabor Feature-Based Quality Assessment Model for the Screen Content Images"

Transcoded Video Restoration by Temporal Spatial Auxiliary Network-AAAI2022

👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

[official] Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment (ACM MM 2020)

A comprehensive collection of IQA papers

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

Source code for the CVPR'20 paper "Blindly Assess Image Quality in the Wild Guided by A Self-Adaptive Hyper Network"

[CVPRW 2022] MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment

The test code for 'SDRTV-to-HDRTV via Hierarchical Dynamic Context Feature Mapping'.

[IJCAI'24] Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer

APISR: Anime Production Inspired Real-World Anime Super-Resolution (CVPR 2024)

Code for CRATE (Coding RAte reduction TransformEr).

[CVPR2024] SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

[ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Generative Models by Stability AI

[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.

Boosting Single Image Super-Resolution via Partial Channel Shifting.

[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.

Latex code for making neural networks diagrams

One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.