Taro Sunagawa

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 4

Top Topics

Nonlinear Systems

Active Learning

Natural Actor Critic

Top Venues

Neural Networks

Publications

Akira Sakai, Taro Sunagawa, Spandan Madan, Kanata Suzuki, Takashi Katoh, Hiromichi Kobashi, Hanspeter Pfister, Pawan Sinha, Xavier Boix, Tomotake Sasaki
Three approaches to facilitate invariant neurons and generalization to out-of-distribution orientations and illuminations. Neural Networks 155 (2022)
Kanata Suzuki, Taro Sunagawa, Tomotake Sasaki, Takashi Katoh
Annotation Cost Reduction of Stream-based Active Learning by Automated Weak Labeling using a Robot Arm. IROS (2021)
Kanata Suzuki, Taro Sunagawa, Tomotake Sasaki, Takashi Katoh
Annotation Cost Reduction of Stream-based Active Learning by Automated Weak Labeling using a Robot Arm. CoRR (2021)
Akira Sakai, Taro Sunagawa, Spandan Madan, Kanata Suzuki, Takashi Katoh, Hiromichi Kobashi, Hanspeter Pfister, Pawan Sinha, Xavier Boix, Tomotake Sasaki
Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations: late-stopping, tuning batch normalization and invariance loss. CoRR (2021)