MACHINE PERCEPTION AND ROBOTICS GROUP
機械知覚&ロボティクスグループ
中部大学

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Year: 2023

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Paper: 国際会議

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国際会議

22 Nov 2023 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)

06 Nov 2023 Deep Learning Drift detection 国際会議

Data Drift Detection with KS Test using Attention Map

Author: Tsunemi Nitta, Yuzhi Shi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi
Publication: Asian Conference on Pattern Recognition, 2023

Download: PDF (English)

02 Oct 2023 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)

29 Sep 2023 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)

22 Jun 2023 Deep Learning 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 Deep Learning 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 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)

20 Feb 2023 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)

20 Feb 2023 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)

05 Jan 2023 Deep Learning 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)

E-Mail: hf@cs.chubu.ac.jp
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