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basic branching

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Review for NeurIPS paper: A Dictionary Approach to Domain-Invariant Learning in Deep Networks

Neural Information Processing SystemsJan-24-2025, 02:25:14 GMT

Additional Feedback: Some issues need to be addressed: 1) Missing baselines. Recent studies [1-2] have shown that domain-specific BN may improve the adaptation performance. So why in Basic Branching and DAFD, all BNs are shared across domains? Maybe for DAFD, it is reasonable because it assumes filter decomposition could'correct' the shifts. But for the Basic Branching, not sharing BN across domains may be helpful.

basic branching, dictionary approach, domain-invariant learning, (8 more...)

Neural Information Processing Systems

Genre: Research Report (0.39)

Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.36)

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