multi-source-domain-adaptation

Here are 16 public repositories matching this topic...

bigdata-ustc / Zero-1-to-3

Source codes and datasets for paper "Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives" (AAAI2024)

personalized-learning cold-start student-modeling fine-tuning pre-training cognitive-diagnosis multi-source-domain-adaptation cross-domain-adaptation ai-for-education educational-big-data aaai2024 question-recommendation zero-1-to-3

Updated Nov 15, 2024
Python

weiyikang / MCC-DA

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"Multi-Source Collaborative Contrastive Learning for Decentralized Domain Adaptation", IEEE TCSVT

federated-learning multi-source-domain-adaptation

Updated Sep 18, 2024
Python

weiyikang / IRC-MSDA

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"Exploring Instance Relation for Decentralized Multi-Source Domain Adaptation", ICASSP 2023

federated-learning multi-source-domain-adaptation

Updated Sep 17, 2024
Python

Zhongying-Deng / DIDA

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Pytorch implementation for "Dynamic Instance Domain Adaptation" (DIDA-Net, accepted to IEEE T-IP).

domain-adaptation unsupervised-domain-adaptation multi-source-domain-adaptation

Updated May 6, 2024
Python

tim-learn / DINE

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code for our CVPR 2022 paper "DINE: Domain Adaptation from Single and Multiple Black-box Predictors"

black-box domain-adaptation distillation multi-source-domain-adaptation cvpr2022 source-free-domain-adaptation

Updated Feb 22, 2024
Python

tim-learn / SHOT

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

transfer-learning domain-adaptation pseudo-labeling multi-source-domain-adaptation icml-2020 source-hypothesis-transfer partial-set-domain-adaptation source-free-domain-adaptation

Updated Feb 22, 2024
Python

WebGao / Zero-1-to-3

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Source codes and datasets for paper "Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives" (AAAI 2024)

personalized-learning student-modeling fine-tuning pre-training cognitive-diagnosis multi-source-domain-adaptation cross-domain-adaptation aaai2024 weibo-gao question-recommendation

Updated Dec 23, 2023

tim-learn / SHOT-plus

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

semi-supervised-learning transfer-learning domain-adaptation self-supervised-learning multi-source-domain-adaptation semi-supervised-domain-adaptation tpami black-box-method partial-set-domain-adaptation source-free-domain-adaptation

Updated May 23, 2023
Python

This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic Adaptation" at ICASSP21 and "Wasserstein Barycenter for Multi-Source Domain Adaptation" in CVPR21

transfer-learning music-genre-classification wasserstein-barycenters optimal-transport domain-adaptation acoustic-classification multi-source-domain-adaptation music-speech-discrimination

Updated Aug 31, 2022
Python

bupt-ai-cz / Meta-SelfLearning

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Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

benchmark computer-vision dataset text-recognition self-learning ocr-recognition domain-adaptation meta-learning multi-source-domain-adaptation iccv2021

Updated Aug 1, 2022
Python

Zhongying-Deng / DAC-Net

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Pytorch implementation of DAC-Net ("Zhongying Deng, Kaiyang Zhou, Yongxin Yang, Tao Xiang. Domain Attention Consistency for Multi-Source Domain Adaptation. BMVC 2021")

domain-adaptation multi-source-domain-adaptation