Research

Publications

Category

Research Area

Year

2021

Journals

Representation Learning 理論
Information-theoretic regularization for learning global features by sequential VAE
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2021_Kei+Akuzawa_ECML+Journal+Track_Information-theoretic+regularization+for+learning+global+features+by+sequential+VAE.pdf
Kei Akuzawa, Yusuke Iwasawa, Yutaka Matsuo

Mach Learn (2021)
2021

Journals

Brain-Inspired Intelligence
The whole brain architecture approach: Accelerating the developmentof artificial general intelligence by referring to the brain
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2021_Hiroshi+Yamakawa_Neural+Networks_The+whole+brain+architecture+approach+Accelerating+the+development+of+artificial+general+intelligence+by+referr.pdf
Hiroshi Yamakawa

Neural Networks (2021)
2021

Journals

AI一般
Bypassing combinatorial explosions in equivalence structure extraction
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2021_Seiya+Satoh_Knowledge+and+Information+Systems_Bypassing+combinatorial+explosions+in+equivalence+structure+extraction.pdf
Seiya Sato & Hiroshi Yamakawa

Knowledge and Information Systems (2021)
2021

Journals

AI Application
Time-Sequential Variational Conditional Auto-encoders for Recommendation
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2021_%E4%BF%9D%E4%BD%8F%E7%B4%94_%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E5%AD%A6%E4%BC%9A%E8%AB%96%E6%96%87%E8%AA%8C_%E8%A1%8C%E5%8B%95%E6%99%82%E5%88%BB%E3%82%92%E8%80%83%E6%85%AE%E3%81%97%E3%81%9F%E6%9D%A1%E4%BB%B6%E4%BB%98%E3%81%8D%E5%A4%89%E5%88%86%E3%82%AA%E3%83%BC%E3%83%88%E3%82%A8%E3%83%B3%E3%82%B3%E3%83%BC%E3%83%80%E3%81%AB%E3%82%88%E3%82%8B%E6%8E%A8%E8%96%A6%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0.pdf
保住純，岩澤有祐，松尾豊

人工知能学会論文誌，Vol. 36，No. 3 (2021)
2021

Journals

Representation Learning 理論
Out-of-distribution Detection Using Joint Probability between Class and Geometric Transformation
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2021_%E5%B2%A1%E6%9C%AC%E5%BC%98%E9%87%8E_%E6%83%85%E5%A0%B1%E5%87%A6%E7%90%86%E5%AD%A6%E4%BC%9A%E8%AB%96%E6%96%87%E8%AA%8C_%E6%B7%B1%E5%B1%A4%E3%83%8B%E3%83%A5%E3%83%BC%E3%83%A9%E3%83%AB%E3%83%8D%E3%83%83%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF%E3%81%AB%E3%82%88%E3%82%8B%E3%82%AF%E3%83%A9%E3%82%B9%E3%81%A8%E5%B9%BE%E4%BD%95%E5%A4%89%E6%8F%9B%E3%81%AE%E5%90%8C%E6%99%82%E5%88%86%E9%A1%9E%E7%A2%BA%E7%8E%87%E3%82%92%E5%88%A9%E7%94%A8%E3%81%97%E3%81%9F%E5%88%86%E5%B8%83%E5%A4%96%E6%A4%9C%E7%9F%A5.pdf
岡本弘野, 鈴木雅大, 松尾豊

情報処理学会論文誌, Vol.62, No.7, pp.1382-1392 (2021)
2021

Journals

Representation Learning 理論
Semi-supervised Out-of-distribution Detection Using Output of Intermediate Layer in Deep Neural Networks
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2020_%E5%B2%A1%E6%9C%AC%E5%BC%98%E9%87%8E_%E6%83%85%E5%A0%B1%E5%87%A6%E7%90%86%E5%AD%A6%E4%BC%9A%E8%AB%96%E6%96%87%E8%AA%8C_%E6%B7%B1%E5%B1%A4%E3%83%8B%E3%83%A5%E3%83%BC%E3%83%A9%E3%83%AB%E3%83%8D%E3%83%83%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF%E3%81%AE%E4%B8%AD%E9%96%93%E5%B1%A4%E5%87%BA%E5%8A%9B%E3%82%92%E5%88%A9%E7%94%A8%E3%81%97%E3%81%9F%E5%8D%8A%E6%95%99%E5%B8%AB%E3%81%82%E3%82%8A%E5%88%86%E5%B8%83%E5%A4%96%E6%A4%9C%E7%9F%A5.pdf
岡本弘野, 鈴木雅大, 松尾豊

情報処理学会論文誌, Vol.62, No.4, pp.1142-1151 (2021)
2020

Journals

Robotics
Modeling Task Uncertainty for Safe Meta-imitation Learning
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2020_Tatsuya+Matsushima_Frontiers+in+Robotics+and+AI_Modeling+Task+Uncertainty+for+Safe+Meta-Imitation+Learning.pdf
Tatsuya Matsushima, Naruya Kondo, Yusuke Iwasawa, Kaoru Nasuno, Yutaka Matsuo

Frontiers in Robotics and AI, Vol. 7, pp.189,(2020)
2020

Journals

AI Application
Gravity of Location-based Service: Analyzing the Effects for Mobility Pattern and Location Prediction
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2020_Keiichi+Ochiai_Frontiers+in+Robotics+%26+AI_Gravity+of+Location-Based+Service+Analyzing+the+Effects+for+Mobility+Pattern+and+Location+Prediction.pdf
Keiichi Ochiai, Yusuke Fukazawa, Wataru Yamada, Hiroyuki Manabe, Yutaka Matsuo

Proceedings of the International AAAI Conference on Web and Social Media, 14(1), pp.476-487 (2020)
2020

Journals

Brain-Inspired Intelligence
Revealing the computational meaning of neocortical interarea signals
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2020_Hiroshi+Yamakawa_Frontiers+in+Computational+Neuroscience_Revealing+the+computational+meaning+of+neocortical+interarea+signals.pdf
Hiroshi Yamakawa

Frontiers in Computational Neuroscience, Vol.14, No.74 (2020)
2020

Journals

Brain-Inspired Intelligence
Distinct mechanisms of over-representation of landmarks and rewards in the hippocampus
- https://s3.ap-northeast-1.amazonaws.com/publication.weblab/2020_Masaaki+Sato_Cell+Reports_Distinct+mechanisms+of+over-representation+of+landmarks+and+rewards+in+the+hippocampus.pdf
Masaaki Sato, Kotaro Mizuta, Tanvir Islam, Masako Kawano, Yukiko Sekine, Takashi Takekawa, Daniel Gomez-Dominguez, Alexander Schmidt, Fred Wolf, Karam Kim, Hiroshi Yamakawa, Masamichi Ohkura, Min Goo Lee, Tomoki Fukai, Junichi Nakai, Yasunori Hayashi

Cell Reports, (2020)