zylbuaa

core_scheduler

CoreScheduler: A High-Performance Scheduler for Large Model Training

image-restoration-sde

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

GenerativeDiffusionPrior

Generative Diffusion Prior for Unified Image Restoration and Enhancement (CVPR2023)

MultiBench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

awesome-skin-image-analysis-datasets

Datasets for skin image analysis

PIBD

[ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"

VCO-AP

A novel physical adversarial attack tackling the Digital-to-Physical Visual Inconsistency problem.

energy_ood

fitzpatrick17k

Banding-Pattern-Extraction

Banding pattern extraction and banding pattern segmentation mask generation for stained banded chromosome images.

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Awesome-LongTailed-Learning

A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).

VMamba

VMamba: Visual State Space Models，code is based on mamba

pytorch_face_landmark

Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100 FPS landmark inference speed with SOTA face detector on CPU.

EDICT

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

DiffusionMBIR

Official PyTorch implementation of the CVPR 2023 paper "Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models (https://arxiv.org/abs/2211.10655)"

INR-Harmonization

A novel image harmonization method based on Implicit Neural Representation.

dermoscopic_img_retrieval

[MedIA] Dermoscopic image retrieval based on rotation-invariance deep hashing

captum

Model interpretability and understanding for PyTorch

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

Diff-Harmonization

A novel zero-shot image harmonization method based on Diffusion Model Prior.

ECL

[MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification

Awesome-Information-Bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

TransPath

AdvMIL

[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

DiffAttack

An unrestricted attack based on diffusion models that can achieve both good transferability and imperceptibility.

histolab

Library for Digital Pathology Image Processing

CLAM

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering