Review for NeurIPS paper: Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization
–Neural Information Processing Systems
Four knowledgeable reviewers have mixed opinions: R1 and R4 -- 'Marginally above the acceptance threshold', R3 -- 'Marginally above the acceptance threshold', and R2 -- 'Reject'. R2, who is the least confident among 4 reviewers, has a main concern about comparing with two works [a] Multi-source Domain Adaptation for Face Recognition and [b] Multi-Source Domain Adaptation: A Causal View. I read the paper and rebuttal and decide to downgrade this concern because the paper is mainly about domain generalization (DG), rather than domain adaptation (DA). There are quite differences between them and hence it is not fully necessary to compare the proposed DG approach with DA approaches thoroughly. Also, the authors agree to cite these works in future version, which to me is fine.
Neural Information Processing Systems
Jan-22-2025, 12:13:01 GMT
- Genre:
- Instructional Material
- Course Syllabus & Notes (0.40)
- Online (0.40)
- Instructional Material
- Industry:
- Health & Medicine
- Diagnostic Medicine > Imaging (0.40)
- Health Care Technology (0.40)
- Health & Medicine
- Technology:
- Information Technology > Artificial Intelligence > Vision (0.75)