Partial Domain Adaptation

Partial Domain Adaptation is a transfer learning paradigm, which manages to transfer relevant knowledge from a large-scale source domain to a small-scale target domain.

Source: Deep Residual Correction Network for Partial Domain Adaptation

Papers

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Showing 1–25 of 56 papers

Title	Date	Tasks	Status	Hype
Adversarial Reweighting for Partial Domain Adaptation	Dec 1, 2021	Domain AdaptationPartial Domain Adaptation	CodeCode Available	1
Improving Mini-batch Optimal Transport via Partial Transportation	Aug 22, 2021	Domain AdaptationPartial Domain Adaptation	CodeCode Available	1
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation	Feb 20, 2020	Domain AdaptationPartial Domain Adaptation	CodeCode Available	1
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation	Jun 7, 2022	Domain AdaptationDomain Generalization	CodeCode Available	1
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation	Mar 5, 2020	Domain AdaptationPartial Domain Adaptation	CodeCode Available	1
Learning to Transfer Examples for Partial Domain Adaptation	Mar 28, 2019	Domain AdaptationPartial Domain Adaptation	CodeCode Available	1
Universal Domain Adaptation through Self Supervision	Feb 19, 2020	ClusteringDomain Adaptation	CodeCode Available	1
Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge	Sep 19, 2020	Domain Adaptationdomain classification	—Unverified	0
Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation	Aug 27, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
MOT: Masked Optimal Transport for Partial Domain Adaptation	Jan 1, 2023	Domain AdaptationPartial Domain Adaptation	—Unverified	0
A Reproducible and Realistic Evaluation of Partial Domain Adaptation Methods	Oct 3, 2022	Domain AdaptationModel Selection	—Unverified	0
Coupling Adversarial Learning with Selective Voting Strategy for Distribution Alignment in Partial Domain Adaptation	Jul 17, 2022	Domain Adaptationdomain classification	—Unverified	0
A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes	Sep 7, 2023	Domain AdaptationEnsemble Learning	—Unverified	0
Discriminative Clustering for Robust Unsupervised Domain Adaptation	May 30, 2019	ClusteringDomain Adaptation	—Unverified	0
Learning Target Domain Specific Classifier for Partial Domain Adaptation	Aug 25, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation	Dec 3, 2022	Domain Adaptationdomain classification	—Unverified	0
Domain Adversarial Reinforcement Learning for Partial Domain Adaptation	May 10, 2019	Domain AdaptationPartial Domain Adaptation	—Unverified	0
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting	Dec 8, 2023	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Discriminative Partial Domain Adversarial Network	Aug 1, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Discriminative Cross-Domain Feature Learning for Partial Domain Adaptation	Aug 26, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Class Conditional Alignment for Partial Domain Adaptation	Mar 14, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Bi-level Unbalanced Optimal Transport for Partial Domain Adaptation	May 19, 2025	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Controlled Generation of Unseen Faults for Partial and Open-Partial Domain Adaptation	Apr 29, 2022	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Co-training partial domain adaptation networks for industrial Fault Diagnosis	Oct 22, 2024	Domain AdaptationFault Diagnosis	—Unverified	0
Associative Partial Domain Adaptation	Aug 7, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0

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