Conference
Embedding Human Knowledge into Spatio-Temproal Attention Branch Network in Video Recognition via Temporal Attention
- Author
- Saki Noguchi, Yuzhi Shi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi
- Publication
- The 34th British Machine Vision Conference, 2023
Download: PDF (English)
Conference
Single-Shot Pruning for Pre-trained Models: Rethinking the Importance of Magnitude Pruning
- Author
- Hirokazu Kohama, Hiroaki Minoura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi
- Publication
- ICCV Workshop on Resource Efficient Deep Learning for Computer Vision, 2023
Download: PDF (English)
Journal (EN)
Learning from AI: An Interactive Learning Method Using a DNN Model Incorporating Expert Knowledge as a Teacher
- Author
- Kohei Hattori, Hironobu Fujiyoshi, Takayoshi Yamashita, and Tsubasa Hirakawa
- Publication
- International Conference on Artificial Intelligence in Education (AIED), 2023
Download: PDF (English)
Conference
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)
Conference
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)
Journal (EN)
Detection of Double Layer Sign in OCT by Semi-supervised semantic segmentation
- Author
- Yuka Kihara, Mengxi Shen, Yingying Shi, Xiaoshuang Jiang, Liang Wang, Rita Laiginhas, Cancan Lyu, Jin Yang, Jeremy Liu, Rosalyn Morin, Hironobu Fujiyoshi, Giovanni Gregori, Philip J Rosenfeld, Aaron Y Lee
- Publication
- Investigative Ophthalmology & Visual Science, Vol.64, 3364, 2023
Download: PDF (English)