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Tianyu Han's Projects

backdoors101 icon backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

cyclegan icon cyclegan

2D chest (multiview) Xray to volumetric CT transition by using cycleGAN

diffseg icon diffseg

Official implementation of Diffusion Autoencoders

dino-1 icon dino-1

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

disease_progression icon disease_progression

Code for Paper Predicting Osteoarthritis Progression via Unsupervised Adversarial Representation Learning

fastmri icon fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images

flamingo-mini icon flamingo-mini

Implementation of the deepmind Flamingo vision-language model, based on Hugging Face language models and ready for training

fm_adv icon fm_adv

Code for Foundation Models for Medicine are Susceptible to Targeted Attacks

invertinggradients icon invertinggradients

Algorithms to recover input data from their gradient signal through a neural network

jarvis icon jarvis

JARVIS, a system to connect LLMs with ML community

lavis icon lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

llama icon llama

Inference code for LLaMA models

llava-med icon llava-med

Large Language-and-Vision Assistant for BioMedicine, built towards multimodal GPT-4 level capabilities.

mae_st icon mae_st

Official Open Source code for "Masked Autoencoders As Spatiotemporal Learners"

medical-robust-training icon medical-robust-training

Code for our publication "Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization".

medllama icon medllama

DoctorGPT is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.

minigpt-4 icon minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

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