zhengchen1999

2DQuant

PyTorch code for our paper "2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution"

DepictQA

DepictQA: Depicted Image Quality Assessment with Vision Language Models

Q-Instruct

②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.

Q-Align

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

Q-Bench

①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

Awesome-Image-Quality-Assessment

A comprehensive collection of IQA papers

BI-DiffSR

PyTorch code for our paper "Binarized Diffusion Model for Image Super-Resolution"

dabnn

dabnn is an accelerated binary neural networks inference framework for mobile platform

pykan

Kolmogorov Arnold Networks

IDM

SRDiff

seemoredetails

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

learning_research

本人的科研经验

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

BBCU

This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023

T-MASS-text-video-retrieval

Official implementation of "Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval (CVPR 2024 Highlight)"

Retinexformer

"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Challenge)

MST

A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

PFLlib

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

HtFLlib

Configure one file for model heterogeneity. Consistent GPU memory usage for single or multiple clients.

NTIRE2024_ImageSR_x4

Solution of the NTIRE 2024 Challenge on Image Super-Resolution (x4)

X-Gaussian

"Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis" (Arxir 2024)

BiSCI

A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)

BiBench

[ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.

cursor-effects

Old-school cursor effects for your browser built with modern JavaScript

PromptSR

PyTorch code for our paper "Image Super-Resolution with Text Prompt Diffusion"

zhengchen1999.github.io

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

Image-Super-Resolution-via-Iterative-Refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites