Deep Learning
Object Detection
Semi-supervised Learning
Class Imbalance
In-vehicle Camera Image
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)
Deep Learning
Image Classification
Self-Supervised Learning
Continual Learning
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)
Image Processing
学術論文（E）
Efficient Action Spotting Using Saliency Feature Weighting
- Author
- Yuzhi SHI, Takayoshi YAMASHITA, Tsubasa HIRAKAWA, Hironobu FUJIYOSHI, Mitsuru NAKAZAWA, Yeongnam CHAE, Björn STENGER
- Publication
- IEICE TRANSACTIONS on Information and Systems, Vol.E107-D, No.1, pp.105-114, 2024
Download: PDF (English)
Deep Learning
国際会議
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)
Deep Learning
国際会議
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)
Deep Learning
国際会議
Human-like Guidance with Gaze Estimation and Classification-based Text Generation
- Author
- Masaki Nambata, Kota Shimomura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi
- Publication
- International Conference on Intelligent Transportation Systems, 2023
Download: PDF (English)