22 Jun 2023 国際会議 Visual Explanation for Cooperative Behavior in Multi-Agent Reinforcement Learning Author Hidenori Itaya, Tom Sagawa, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication The International Joint Conference on Neural Networks, 2023 Download: PDF (English)
20 Jun 2023 国際会議 Potential Risk Estimation with Single Monocular Camera Author Kota Shimomura, Hiroki Adachi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Masamitsu Tsuchiya, Yuji Yasui Publication Secure and Safe Autonomous Driving Workshop and Challenge on CVPR 2023 Download: PDF (English)
19 Jun 2023 国際会議 Analyzing the Accuracy, Representations, and Explainability of Various Loss Functions for Deep Learning Author Tenshi Ito, Hiroki Adachi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication The International Joint Conference on Neural Networks, 2023 Download: PDF (English)
02 May 2023 国際会議 This Looks Like It Rather Than That: ProtoKNN For Similarity-Based Classifiers Author Yuki Ukai, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication International Conference on Learning Representations (ICLR), 2023 Download: PDF (English)
20 Feb 2023 国際会議 Understanding of Feature Representation in Convolutional Neural Networks and Vision Transformer Author Hiroaki Minoura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication International Conference on Computer Vision Theory and Applications, 2023 Download: PDF (English)
20 Feb 2023 国際会議 1D-SalsaSAN: Semantic Segmentation of LiDAR Point Cloud with Self-Attention Author Takahiro Suzuki, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication International Conference on Computer Vision Theory and Applications, 2023 Download: PDF (English)
20 Feb 2023 国際会議 Masking and Mixing Adversarial Training Author Hiroki Adachi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, and Yasunori Ishii, Kazuki Kozuka Publication International Conference on Computer Vision Theory and Applications (VISAPP), 2023 Download: PDF (English)
20 Feb 2023 国際会議 Complement Objective Mining Branch for Optimizing Attention Map Author Takaaki Iwayoshi, Hiroki Adachi, Tsubasa Hirakawa, Takayoshi Yamashita, and Hironobu Fujiyoshi Publication International Conference on Computer Vision Theory and Applications (VISAPP), 2023 Download: PDF (English)
05 Jan 2023 国際会議 Multi-scale Cell-based Layout Representation for Document Understanding Author Yuzhi Shi, Mijung Kim, Yeongnam Chae Publication IEEE/CVF Winter Conference on Applications of Computer Vision, 2023 Download: PDF (English)
25 Oct 2022 国際会議 Deep Ensemble Learning by Diverse Knowledge Distillation for Fine-Grained Object Classification Author Naoki Okamoto, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication European Conference on Computer Vision, 2022 Download: PDF (English)
19 Oct 2022 国際会議 Class-wise FM-NMS for Knowledge Distillation of Object Detection Author Lyuzhuang Liu, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication IEEE International Conference on Image Processing, 2022 Download: PDF (English)
24 Aug 2022 国際会議 Action Spotting in Soccer Videos Using Multiple Scene Encoders Author Yuzhi Shi, Hiroaki Minoura, Takayoshi Yamashita, Tsubasa Hirakawa, Hironobu Fujiyoshi, Mitsuru Nakazawa, Yeongnam Chae, Bjorn Stenger Publication International Conference on Pattern Recognition, 2022 Download: PDF (English)
23 Aug 2022 国際会議 Refining Design Spaces in Knowledge Distillation for Deep Collaborative Learning Author Sachi Iwata, Soma Minami, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication International Conference on Pattern Recognition, 2022 Download: PDF (English)
04 Jun 2022 国際会議 Solving the Deadlock Problem with Deep Reinforcement Learning Using Information from Multiple Vehicles Author Tsuyoshi Goto, Hidenori Itaya, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi Publication IEEE Intelligent Vehicle Symposium, 2022 Download: PDF (English)
23 Nov 2021 国際会議 Performance prediction and importance analysis using Transformer Author Akiyoshi Satake, Hironobu Fujiyoshi, Takayoshi Yamashita, Tsubasa Hirakawa, Atsushi Shimada Publication International Conference on Computers in Education, 2021 Download: PDF (English)