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 26–50 of 56 papers

Title	Date	Tasks	Status	Hype
Domain Consensus Clustering for Universal Domain Adaptation	Jun 5, 2021	ClusteringDomain Adaptation	CodeCode Available	0
On Evolving Attention Towards Domain Adaptation	Mar 25, 2021	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation	Jan 6, 2021	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation	Dec 6, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge	Sep 19, 2020	Domain Adaptationdomain classification	—Unverified	0
Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces	Sep 1, 2020	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0
Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation	Aug 27, 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
Learning Target Domain Specific Classifier for Partial Domain Adaptation	Aug 25, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Associative Partial Domain Adaptation	Aug 7, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Discriminative Partial Domain Adversarial Network	Aug 1, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Self-Supervised Learning Across Domains	Jul 24, 2020	Domain AdaptationDomain Generalization	—Unverified	0
Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization	Jun 1, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Partial Domain Adaptation Using Graph Convolutional Networks	May 16, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Deep Residual Correction Network for Partial Domain Adaptation	Apr 10, 2020	Domain AdaptationPartial Domain Adaptation	CodeCode Available	0
Class Conditional Alignment for Partial Domain Adaptation	Mar 14, 2020	Domain AdaptationPartial Domain Adaptation	—Unverified	0
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation	Mar 5, 2020	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
Universal Domain Adaptation through Self Supervision	Feb 19, 2020	ClusteringDomain Adaptation	CodeCode Available	1
Minimum Class Confusion for Versatile Domain Adaptation	Dec 8, 2019	Domain AdaptationInductive Bias	CodeCode Available	0
Relation Adversarial Network for Low Resource Knowledge Graph Completion	Nov 8, 2019	Domain AdaptationKnowledge Graph Completion	—Unverified	0
Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning	Aug 22, 2019	Domain AdaptationPartial Domain Adaptation	—Unverified	0
Tackling Partial Domain Adaptation with Self-Supervision	Jun 12, 2019	Domain AdaptationDomain Generalization	—Unverified	0
Discriminative Clustering for Robust Unsupervised Domain Adaptation	May 30, 2019	ClusteringDomain Adaptation	—Unverified	0
Selective Transfer with Reinforced Transfer Network for Partial Domain Adaptation	May 26, 2019	Domain AdaptationPartial Domain Adaptation	—Unverified	0

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