Pinned Repositories
FedBN
[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
2CC3D_pytorch
Implementation of https://ieeexplore.ieee.org/document/8363798
3D-fMRI-ABIDE
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models
BrainGNN_Pytorch
A preliminary implementation of BrainGNN
COS598D_Assignment1
Assignments for COS598D: System and Machine Learning
DistDeepSHAP
DistDeepSHAP: Improve DeepSHAP by uncertainty quantification.
ELEC_400M
Machine Learning Fundamentals for Engineers
Fed_ABIDE
impelmentation of https://arxiv.org/pdf/2001.05647.pdf
PRGNN_fMRI
Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf
xxlya's Repositories
xxlya/BrainGNN_Pytorch
A preliminary implementation of BrainGNN
xxlya/DistDeepSHAP
DistDeepSHAP: Improve DeepSHAP by uncertainty quantification.
xxlya/ELEC_400M
Machine Learning Fundamentals for Engineers
xxlya/Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models
xxlya/Awesome-Multimodal-Research
A curated list of Multimodal Related Research.
xxlya/awesome-self-supervised-learning
A curated list of awesome self-supervised methods
xxlya/DNABERT
DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
xxlya/github-slideshow
A robot powered training repository :robot:
xxlya/leap-project.github.io
LEAP research group at UBC
xxlya/Lhy_Machine_Learning
李宏毅2021春季机器学习课程课件及作业
xxlya/machine_unlearning
Existing Literature about Machine Unlearning
xxlya/transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
xxlya/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
xxlya/ArtificialGANFingerprints
The official PyTorch implementation for ICCV'21 Oral paper 'Artificial GAN Fingerprints: Rooting Deepfake Attribution in Training Data'
xxlya/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
xxlya/cos524
xxlya/COS598D_Assignment3
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
xxlya/dcl-workshop-2021.github.io
xxlya/dcl-workshop.github.io
DCL-website
xxlya/EECE-570
xxlya/GradAttack
GradAttack is a Python library for easy evaluation of privacy risks in public gradients in Federated Learning, as well as corresponding mitigation strategies.
xxlya/just-the-class
A modern, highly customizable, responsive Jekyll template for course websites.
xxlya/medical_mae
The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"
xxlya/NVFlare
NVIDIA Federated Learning Application Runtime Environment
xxlya/ORF525
xxlya/tealab
a copy of labsite
xxlya/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
xxlya/website
a copy of labweb
xxlya/xiaoxiao
xxlya/xxlya.github.io
Dr. Xiaoxiao Li, Assit Prof. @ UBC, Vector Institute, Adjunct @ Yale Univ.