Hitotsubashi University · Faculty of Social Data Science / Graduate School of Social Data Science

Research keywordsfine-grained visual classification・image retrieval・long-tailed recognition・social relation recognition・3D ConvNet explanation・driver recognition・knowledge distillation・pedestrian detection

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• Towards Extremely Lightweight Distracted Driver Recognition with Distillation-Based Neural Architecture Search and Knowledge Transfer2023 · IEEE Transactions on Intelligent Transportation Systems 24巻1号764-777頁 2023年1月
• Using Classifier Discrepancy for Cross-domain Image Retrieval2023 · Proc. of IEEE 2023 International Conference on Image Processing (ICIP2023) 2023年10月
• Spatial-temporal Concept based Explanation of 3D ConvNets2023 · Proc. of IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (CVPR2023) 2023年6月
• Long-tailed Image Recognition with Dynamic Re-weighting2023 · Proc. of 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2023) 2023年6月

• 早期危険回避を目的とする「要注意歩行者」の検出
• 映像における登場人物のインタラクションの認識
• ウェブ上に散在するビデオコンテンツの暴力度の自動レーティング
• 実用的なビデオ暴力度のレーティング技術に関する研究

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