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03/23/2023
Improving Generalization with Domain Convex Game
Domain generalization (DG) tends to alleviate the poor generalization ca...
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03/27/2022
Causality Inspired Representation Learning for Domain Generalization
Domain generalization (DG) is essentially an out-of-distribution problem...
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12/08/2021
Pareto Domain Adaptation
Domain adaptation (DA) attempts to transfer the knowledge from a labeled...
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12/06/2021
Incentive Compatible Pareto Alignment for Multi-Source Large Graphs
In this paper, we focus on learning effective entity matching models ove...
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08/12/2021
Semantic Concentration for Domain Adaptation
Domain adaptation (DA) paves the way for label annotation and dataset bi...
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12/13/2020