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[ICLR 2025] Implementation of "FACTS: A Factored State-Space Framework For World Modelling"
pliang279 / FactorCL
10000[NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
Generative Diffusion Prior for Unified Image Restoration and Enhancement (CVPR2023)
[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
Datasets for skin image analysis
[ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"
A novel physical adversarial attack tackling the Digital-to-Physical Visual Inconsistency problem.
Banding pattern extraction and banding pattern segmentation mask generation for stained banded chromosome images.
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.
A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).
VMamba: Visual State Space Models，code is based on mamba
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…
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
医学影像数据集列表 『An Index for Medical Imaging Datasets』
Official PyTorch implementation of the CVPR 2023 paper "Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models (https://arxiv.org/abs/2211.10655)"
A novel image harmonization method based on Implicit Neural Representation.
[MedIA] Dermoscopic image retrieval based on rotation-invariance deep hashing
Model interpretability and understanding for PyTorch
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)
A novel zero-shot image harmonization method based on Diffusion Model Prior.
[MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification
This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.
[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images
An unrestricted attack based on diffusion models that can achieve both good transferability and imperceptibility.
Library for Digital Pathology Image Processing