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Showing papers from Kyushu University Show all papers

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NeurIPS 2026Toshiba CorporationKyotoKyushuExplainable AI

Counterfactual Explanations for Time-Series Classification via Constrained Flow Matching

Akihiro Yamaguchi, Shizuo Kaji, Kaname Matsue, Ryusei Shingaki

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KyushuThe University of OsakaNational Cancer Center JapanKyushu University, Faculty of IGenomics & single-cell

Preserving DEG Rankings for Gene Discovery in Histology-Based Spatial Gene Expression Prediction

IDER formulates image-based differential expression ranking to evaluate whether predicted spatial gene expression preserves contrast-specific DEG rankings, improving agreement and pathway overlap over reconstruction objectives.

Kaito Shiku, Kazuya Nishimura, Yasuhiro Kojima, Ryoma Bise

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
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strict 1/5