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Yu Cheng's Projects

cyclemix icon cyclemix

[CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision

fate icon fate

An Industrial Grade Federated Learning Framework

fedavg icon fedavg

Implement FedAvg algorithm based on Tensorflow

gloria icon gloria

GLoRIA: A Multimodal Global-Local Representation Learning Framework forLabel-efficient Medical Image Recognition

openaccess icon openaccess

The Metropolitan Museum of Art's Open Access Initiative

puzzlemix icon puzzlemix

Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)

pygco icon pygco

A python wrapper for gco-v3.0 package, used for graph cuts based MRF optimization.

scribblevc icon scribblevc

This repo is the official implementation of "ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding" (ACM MM 2023)

shap-e icon shap-e

Generate 3D objects conditioned on text or images

stanza icon stanza

Official Stanford NLP Python Library for Many Human Languages

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

wsl4mis icon wsl4mis

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

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