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Xingguang Wang's Projects

ai-ffpe icon ai-ffpe

Deep Learning-based Frozen Section to FFPE Translation

beta icon beta

Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors

colossalai icon colossalai

Making large AI models cheaper, faster and more accessible

dag4mia icon dag4mia

Domain Adaptation and Generalization for Medical Image Analysis

dda icon dda

Official repository of "Back to Source: Diffusion-Driven Test-Time Adaptation"

drfns icon drfns

This repository contains the code necessary in order to reproduce the work contained in the submitted paper: "Segmentation of Nuclei in Histopathology Images by deep regression of the distance map".

interview icon interview

📚 C/C++ 技术面试基础知识总结,包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

kd3a icon kd3a

Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".

madan icon madan

Pytorch Code release for our NeurIPS paper "Multi-source Domain Adaptation for Semantic Segmentation"

modern-cpp-tutorial icon modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

ripu icon ripu

[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940

sfda icon sfda

Source-Free Domain Adaptation

shot icon shot

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

shot-plus icon shot-plus

code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

ssl4mis icon ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

transferlearning icon transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

unimatch icon unimatch

Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

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