A Novel Decoding Approach for Hybrid EEG-fNIRS BCI.

[CVPR 2026] X-WIN: Building Chest Radiograph World Model via Predictive Sensing

This is the official repository for DiPro, highlighted as a Spotlight at NeurIPS 2025.

Code for MICCAI 2022 paper, CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships between Chest X-Rays

This is the official implementation of our CVPR 2024 paper "BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition"

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

[ICLR 2025] Learning Transformer-based World Models with Contrastive Predictive Coding (TWISTER)

[ICCV 2025] Medical World Model

SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image

Implementations of recent research prototypes/demonstrations using MONAI.

Auto-differentiable digitally reconstructed radiographs in PyTorch

[ACM CSUR 2025] Understanding World or Predicting Future? A Comprehensive Survey of World Models

Official repository for pTBLightNet, a multi-view deep learning framework designed to detect pediatric pulmonary TB by identifying TB-compatible CXRs with consistent radiological findings.

A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related webs…

A distribution-guided mapper algorithm

This repository contains the initial PoC software to build a mapper based classifier, which utilizes tools from topological data analysis. The package here does not scale well & is optimally ineffi…

Official code for "Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation" (CVPR 2023)

Match Network--Memory Argument Neural Network--Transfer Learning

Official code for Efficient medical vision-language alignment through adapting masked vision models (TMI 2025)

Official Repository of NeurIPS 2023 - MedFM Challenge

PyTorch code and models for VJEPA2 self-supervised learning from video.

The official implementation of paper: "Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning"

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

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

Official Keras & PyTorch Implementation and Pre-trained Models for TransVW

Pytorch code of MICCAI 2023 Paper-Ariadne’s Thread : Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images

[CVPR 2024] Official PyTorch Implementation for Adam