Zhi Huang's repositories
chatbot-ui
A ChatGPT clone for running locally in your browser.
AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
DeepAttnMISL
Contains codes of DeepAttnMISL in MEDIA'20
HistomicsTK
A Python toolkit for pathology image analysis algorithms.
Image2Paragraph
Transform Image into Unique Paragraph with ChatGPT, BLIP2, OFA, GRIT, Segment Anything, ControlNet.
IMPRESS-NAC
Huang et al. Artificial Intelligence Predicts Breast Cancer Neoadjuvant Chemotherapy Response from Multi-source Pathologic Images
isyntax2raw
iSyntax to raw format converter
LAVIS
LAVIS - A One-stop Library for Language-Vision Intelligence
MCAT
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021
Mixed_supervision
MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.
PathomicFusion
Fusing Histology and Genomics via Deep Learning - IEEE TMI
pubmed_parser
:clipboard: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset
PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
self-driving-car
Udacity Self-Driving Car Engineer Nanodegree projects.
TDC
Therapeutics Data Commons: Machine Learning Datasets for Therapeutics