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	Score
Universal Domain Adaptation through Self Supervision	Feb 19, 2020	ClusteringDomain Adaptation	CodeCode Available	1	5
Improving Mini-batch Optimal Transport via Partial Transportation	Aug 22, 2021	Domain AdaptationPartial Domain Adaptation	CodeCode Available	1	5
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	5
Adversarial Reweighting for Partial Domain Adaptation	Dec 1, 2021	Domain AdaptationPartial Domain Adaptation	CodeCode Available	1	5
Learning to Transfer Examples for Partial Domain Adaptation	Mar 28, 2019	Domain AdaptationPartial Domain Adaptation	CodeCode Available	1	5
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation	Mar 5, 2020	Domain AdaptationPartial Domain Adaptation	CodeCode Available	1	5
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation	Jun 7, 2022	Domain AdaptationDomain Generalization	CodeCode Available	1	5
Implicit Semantic Response Alignment for Partial Domain Adaptation	Dec 1, 2021	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation	Nov 19, 2018	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
From Big to Small: Adaptive Learning to Partial-Set Domains	Mar 14, 2022	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Importance Weighted Adversarial Nets for Partial Domain Adaptation	Mar 25, 2018	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces	Sep 1, 2020	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Deep Residual Correction Network for Partial Domain Adaptation	Apr 10, 2020	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Partial Domain Adaptation without Domain Alignment	Aug 29, 2021	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Partial Adversarial Domain Adaptation	Aug 10, 2018	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Selective Partial Domain Adaptation	Oct 1, 2022	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Domain Consensus Clustering for Universal Domain Adaptation	Jun 5, 2021	ClusteringDomain Adaptation	CodeCode Available	0	5
Minimum Class Confusion for Versatile Domain Adaptation	Dec 8, 2019	Domain AdaptationInductive Bias	CodeCode Available	0	5
Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach	Jun 20, 2024	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Source Class Selection with Label Propagation for Partial Domain Adaptation	Sep 1, 2021	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0	5
Discriminative Clustering for Robust Unsupervised Domain Adaptation	May 30, 2019	ClusteringDomain Adaptation	—Unverified	0	0
A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes	Sep 7, 2023	Domain AdaptationEnsemble Learning	—Unverified	0	0
Coupling Adversarial Learning with Selective Voting Strategy for Distribution Alignment in Partial Domain Adaptation	Jul 17, 2022	Domain Adaptationdomain classification	—Unverified	0	0
Co-training partial domain adaptation networks for industrial Fault Diagnosis	Oct 22, 2024	Domain AdaptationFault Diagnosis	—Unverified	0	0
Controlled Generation of Unseen Faults for Partial and Open-Partial Domain Adaptation	Apr 29, 2022	Domain AdaptationPartial Domain Adaptation	—Unverified	0	0

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