24 Jun 2024 学術論文（E） Adaptive Selection of Auxiliary Tasks Using Deep Reinforcement Learning for Video Game Strategy Author Hidenori Itaya, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication IIEEJ Transaction on Image Electronics and Visual Computing, 2024 Download: PDF (English)
18 Jun 2024 学術論文（E） Visual Explanation With Action Query Transformer in Deep Reinforcement Learning and Visual Feedback via Augmented Reality Author Hidenori Itaya, Wantao Yin, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Komei Sugiura Publication IEEE Access, 2025 Download: PDF (English)
18 Jun 2024 学術論文（E） Mask-Attention A3C: Visual Explanation of Action–State Value in Deep Reinforcement Learning Author Hidenori Itaya, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Komei Sugiura Publication: IEEE Access, 2024 Publication IEEEAccess，2024 Download: PDF (English)
17 Jun 2024 国際会議 Potential Risk Localization via Weak Labeling out of Blind Spot Author Kota Shimomura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024 Download: PDF (English)
13 Jun 2024 国内会議 Variational AutoEncoderとその拡張手法に基づく異常検知の傾向調査 Author 井上涼太，平川翼，山下隆義，藤吉弘亘 Publication 画像センシングシンポジウム, 2024 Download: PDF (Japanese)
12 Jun 2024 国内会議 Human-like Guidanceのための時空間シーングラフによる案内文生成 Author 鈴木 颯斗，下村 晃太，平川 翼，山下 隆義，藤吉 弘亘，大久保 翔太，南里 卓也，王 思源 Publication 第30回画像センシングシンポジウム Download: PDF (Japanese)
12 Jun 2024 国内会議 Human-like GuidanceのためのMultimodal TranSalNetによる走行方向に合わせた視線情報を用いた顕著性マップ推定 Author 難波田 雅己，平川 翼，山下 隆義，藤吉 弘亘，大久保 翔太，南里 卓也，王 思源 Publication 第30回画像センシングシンポジウム Download: PDF (Japanese)
03 Jun 2024 国際会議 Human-like Guidance by Generating Navigation Using Spatial-Temporal Scene Graph Author Hayato Suzuki, Kota Shimomura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Shota Ohkubo, Takuya Nanri, Wang Siyuan Publication IEEE Intelligent Vehicle Symposium, 2024 Download: PDF (English)
03 Jun 2024 国際会議 High-Precision for Multi-Task Learning from In-Vehicle Camera using BiFPN Author Chenyu Zhang, Hidenori Itaya, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication IEEE Intelligent Vehicle Symposium, 2024 Download: PDF (English)
04 May 2024 学術論文（E） Caption-guided Interpretable Video Anomaly Detection Based on Memory Similarity Author Yuzhi Shi, Takayoshi Yamashita, Tsubasa Hirakawa, Hironobu Fujiyoshi, Mitsuru Nakazawa, Yeongnam Chae, Björn Stenger Publication IEEE Access, 2024 Download: PDF (English)
12 Mar 2024 国際会議 Auxiliary selection: optimal selection of auxiliary tasks using deep reinforcement learning Author Hidenori Itaya, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication The 8th IIEEJ International Conference on Image Electronics and Visual Computing, 2024
04 Mar 2024 国内会議 SAMのプロンプトチューニングと繰り返し推論による細胞画像セグメンテーションの高精度化 Author 舩井祥吾, 平川翼, 山下隆義,藤吉弘亘 Publication 動的画像処理実用化ワークショップ Download: PDF (Japanese)
29 Feb 2024 国内会議 マウス版Geneformer の構築と転移学習による細胞解析への応用 Author 伊藤啓太, 平川翼, 山下隆義, 藤吉弘亘 Publication データ工学と情報マネジメントに関するフォーラム（DEIM）,2024 Download: PDF (Japanese)
28 Feb 2024 国際会議 ClassWeighted Focal Loss for Improving Class Imbalance in Semi-supervised Object Detection Author Shinichi Hoketsu, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication International Conference on Computer Vision Theory and Applications, 2024 Download: PDF (English)
28 Feb 2024 国際会議 Diverse Data Selection Considering Data Distribution for Unsupervised Continual Learning Author Naoto Hayashi, Tsubasa Hirakawa, Takayoshi Yamashita, and Hironobu Fujiyoshi Publication International Conference on Computer Vision Theory and Applications, 2024 Download: PDF (English)