Deep Learning
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)
Deep Learning
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)
Deep Learning
Semantic Segmentation
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)
Human Detection
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)
Deep Learning
Robotics
国際会議
Iterative Coarse-To-Fine 6D-Pose Estimation Using Back-Propagation
- Author
- Ryosuke Araki, Kohsuke Mano, Tadanori Hirano, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi
- Publication
- IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Download: PDF (English)