liuquande

FedDG-ELCFS

[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

SRC-MT

[TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model

SAML

[MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset

MS-Net

[TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data

FedIRM

Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"

awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

M-ADA

The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)

Reading_list

reading list for deep learning —— PHD life

Domain-generalization

All about domain generalization

FDA

Fourier Domain Adaptation for Semantic Segmentation

TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

ummkd

[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation

awesome-continual-learning

A repository to keep track of literature on catastrophic forgetting

Dreambooth-Stable-Diffusion

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.

i2vgen-xl

Official repo for VGen: a holistic video generation ecosystem for video generation building on diffusion models

liuquande.github.io

Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

TempoFunk

(pseudo) Make-a-Video with stable diffusion

Tune-A-Video

Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

Video-P2P

Video-P2P: Video Editing with Cross-attention Control