zhengchen1999

pykan

Kolmogorov Arnold Networks

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.

learning_research

本人的科研经验

Awesome-Transformer-Attention

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

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

Image-Super-Resolution-via-Iterative-Refinement

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

cursor-effects

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

PFLlib

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

Awesome-Image-Quality-Assessment

A comprehensive collection of IQA papers

dabnn

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

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.

IDM

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.

Q-Align

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

Q-Instruct

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

SRDiff

BBCU

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

PromptSR

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

HtFLlib

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

seemoredetails

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

BiBench

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

X-Gaussian

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

BiSCI

A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)

T-MASS-text-video-retrieval

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

NTIRE2024_ImageSR_x4

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

DepictQA

DepictQA: Depicted Image Quality Assessment with Vision Language Models

BI-DiffSR

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

2DQuant

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

zhengchen1999.github.io