JohnLeo-XJTU

Poisson-Blending

A python implementation of Poisson Blending with friendly user interface. Created for course DATA130010.

CLIP_Surgery

CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks

CAE

This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"

MAEMI

3D masked autoencoder for anomaly detection

CAE

This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"

MediCLIP

Official implementation of "MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection (MICCAI 2024 Early Accept)"

DeepDR_Plus

MMFM23

MMFM 2023 Accepted Papers

AdPE

code for "AdPE: Adversarial Positional Embeddings for Pretraining Vision Transformers via MAE+"

Swin-MAE

Pytorch implementation of Swin MAE https://arxiv.org/abs/2212.13805

SD-MAE

SelfMedMAE

Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"

memae-anomaly-detection

MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.

UBnormal

UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection

RETFound_MAE

MedKLIP

The official code for MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology. We propose to leverage medical specific knowledge enhancing language-image pre-training method, significantly advancing the ability of pre-trained models to handle unseen diseases on zero-shot classification and grounding tasks.

Mamba-YOLO

the official pytorch implementation of “Mamba-YOLO：SSMs-based for Object Detection”

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

maltrail

Malicious traffic detection system

retinal-pigmentation-score

Code to generate retinal pigmentation scores from color fundus photographs datasets

Harvard-GF

[IEEE Transactions on Medical Imaging 2024] Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization

EDDFS_dataset

a retinal fundus dataset for eye disease diagnosis and fundus synthesis

SimSID

[IEEE TPAMI] Anomaly Detection in Chest X-ray

Salience-DETR

[CVPR 2024] Official implementation of the paper "Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement"

DAI-Net

[CVPR 2024] Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation

UFORecon

Official code of UFORecon (CVPR 2024)

InstanceDiffusion

[CVPR 2024] Code release for "InstanceDiffusion: Instance-level Control for Image Generation"

Enhancing-Classification-Performance-through-Synthetic-Data-Generation-with-GANs

Enhancing Histopathological Image Classification Performance through Synthetic Data Generation with Generative Adversarial Networks

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)