Research
Publications
Category
Research Area
Year
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Design Methodology for Information Processing Architecture Learned from the Brain
Hiroshi Yamakawa
3rd International Symposium & Young Investigator Symposium on Brain Information Dynamics
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Langevin Autoencoders for Learning Deep Latent Variable Models
Shohei Taniguchi, Yusuke Iwasawa, Wataru Kumagai, Yutaka Matsuo
Advances in Neural Information Processing Systems 35 (NeurIPS 2022).
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On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing
Itsuki Okimura, Machel Reid, Makoto Kawano and Yutaka Matsuo.
Proceedings of the Third Workshop on Insights from Negative Results in NLP, Online and Dublin, Ireland. Association for Computational Linguistics.
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Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment
Takeshi Kojima, Yutaka Matsuo, and Yusuke Iwasawa.
the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022)
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A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles HACHEME, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Abbott, Mohamed Ahmed, Millicent Ochieng, Anuoluwapo Aremu, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi KALIPE, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya
The 2022 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022). July 2022. Association for Computational Linguistics
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PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining
Machel Reid and Mikel Artetxe.
7th Workshop on Representation Learning for NLP (non-archival), ACL 2022.
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Generalized Decision Transformer for Offline Hindsight Infomation Matching
Hiroki Furuta, Yutaka Matsuo, and Shixiang Shane Gu
International Conference on Learning Representations 2022 (ICLR2022, Spotlight).
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The 23rd Session of the Society of Instrument and Control Engineers, Systems Integration Division (SI2022)Best Presentation Award: Consideration of Data-Driven Service Robot System and its Development Process in WRS2020 Partner Robot Challenge
松嶋達也, 野口裕貴, 有馬純平, 原田憲旺, 青木俊樹, 沖田祐樹, 池田悠也, 石本幸暉, 谷口尚平, 山下優樹, 瀬戸翔一, GU Shixiang Shane, 岩澤有祐, 松尾豊,
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Nov. 2022 Best Poster Award, HSR Community, Research Special Committee on Intelligent Home Robotics, The Robotics Society of Japan
松嶋 達也ほか
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25th Symposium on Image Recognition and Understanding (MIRU2022) MIRU Excellence Award: Pixel vs. Object: A Study on Optimal Image Representation in Change Capture
土居健人, 濱口竜平, 岩澤有祐, 大西正輝, 松尾豊, 櫻田健,