Xiaoxiao Li's repositories
BrainGNN_Pytorch
A preliminary implementation of BrainGNN
DistDeepSHAP
DistDeepSHAP: Improve DeepSHAP by uncertainty quantification.
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models
Awesome-Multimodal-Research
A curated list of Multimodal Related Research.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
github-slideshow
A robot powered training repository :robot:
leap-project.github.io
LEAP research group at UBC
Lhy_Machine_Learning
李宏毅2021春季机器学习课程课件及作业
machine_unlearning
Existing Literature about Machine Unlearning
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
ArtificialGANFingerprints
The official PyTorch implementation for ICCV'21 Oral paper 'Artificial GAN Fingerprints: Rooting Deepfake Attribution in Training Data'
Backdoor_Multimodal_Foundation_Model
The official implementation of paper "Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP" accepted at SaTML 2024
COS598D_Assignment3
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dcl-workshop.github.io
DCL-website
GradAttack
GradAttack is a Python library for easy evaluation of privacy risks in public gradients in Federated Learning, as well as corresponding mitigation strategies.
just-the-class
A modern, highly customizable, responsive Jekyll template for course websites.
medical_mae
The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"
NVFlare
NVIDIA Federated Learning Application Runtime Environment
tealab
a copy of labsite
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
website
a copy of labweb
xxlya.github.io
Dr. Xiaoxiao Li, Assit Prof. @ UBC, Vector Institute, Adjunct @ Yale Univ.