1. Jialei Chen, Xu Zheng, Danda Pani Paudel, Luc Van Gool, Hiroshi Murase, Daisuke Deguchi: "BiXFormer: A Robust Framework for Maximizing Modality Effectiveness in Multi-Modal Semantic Segmentation,"IEEE Transaction on Multimedia, 2026/06/17 doi

2. Jialei Chen, Qi Fan, Zhenzhen Quan, Dongyue Li, Xu Zheng, Hiroshi Murase, Daisuke Deguchi: "Training-Free Open-Vocabulary Semantic Segmentation with Context Pyramid Refinement,"International Journal of Computer Vision, 134(281), 2026/05/21 doi

1. Jialei Chen, Daisuke Deguchi: "CLIP Text Embeddingを用いた知識蒸留によるゼロショットセグメンテーション,"Unknown Journal, 12C-2, 2026/05/24

1. 横山 航大, Seigo Ito, Daisuke Deguchi: "VLMの第1トークンを特徴量として⽤いた歩⾏者の横断意図推定,"Meeting on Image Recognition & Understanding, 2026/08/05

2. 長江 和馬, Daisuke Deguchi, Seigo Ito: "時系列情報を利用した人物シルエット画像からの3次元姿勢推定に関する検討,"Meeting on Image Recognition & Understanding, 2026/08/04

3. 関剛志, Daisuke Deguchi, Seigo Ito, Hiroki Mukoujima, Nozomi Nagamine: "局所位置関係を考慮した画像埋め込みによる列車自己位置推定の検討,"Meeting on Image Recognition & Understanding, 2026/08/03

1. Jialei Chen: "Robust and Class-Transferable Image Segmentation under Limited Supervision,"Unknown Journal, 2026/08/25