xingbpshen

MTDRP

The Drug Response Prediction 2022 project in Computational Biology and Artificial Intelligence (COMBINE) Laboratory, McGill University.

nested-diffusion

The official implementation of the paper "Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles".

DANN

Domain adaptation on cancer cell line data (GDSC and CTRP) with the Domain Adaptation Neural Network.

VNAVI

The repository for Vision-guided Navigation Assistance for the Visually Impaired project at Shared Reality Lab, McGill University.

BiG-DRP

react-native

A framework for building native applications using React

SATNet

The official implementation of the technical report "A Neural-Symbolic Approach to Reasoning in Images". Code adapted from SATNet.

TissueClassification

Tissue classification from Gene Expression.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

xingbpshen

bayesian-agent

The official implementation of the paper "Verbalized Probabilistic Graphical Modeling with Large Language Models".

prrm

The official implementation of the paper "Salient Regularized Risk Minimization for Medical Single Domain Generalization".

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

med-crl

Work in progress, official implementation of the paper "Learning Causal Representations for Image-based Treatment Effect Prediction".

CARD

Official PyTorch implementation for the paper "CARD: Classification and Regression Diffusion Models"

chameleon-llm

Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".

ddim

Denoising Diffusion Implicit Models

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

FAMS

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

MIDLLatexTemplate

Latex template for the MIDL Conference

ml_collections

ML Collections is a library of Python Collections designed for ML use cases.

neural-causal-models

PyTorch version

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

SDEdit

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

SEViT

Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'

traj_drl

xingbpshen.github.io