liuquande Goto Github PK
Name: Quande Liu
Type: User
Company: PhD student at CUHK
Bio: Federated Learning, Model Robustness & Generalizability
Location: HK, CHINA
Name: Quande Liu
Type: User
Company: PhD student at CUHK
Bio: Federated Learning, Model Robustness & Generalizability
Location: HK, CHINA
A repository to keep track of literature on catastrophic forgetting
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
All about domain generalization
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.
Fourier Domain Adaptation for Semantic Segmentation
[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space
Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"
Official repo for VGen: a holistic video generation ecosystem for video generation building on diffusion models
The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
[TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data
reading list for deep learning ββ PHD life
[MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset
[TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model
(pseudo) Make-a-Video with stable diffusion
πΈπ¬ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation
[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
Video-P2P: Video Editing with Cross-attention Control
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.