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    • DiffusER: Diffusion via Edit-based Reconstruction

      Machel Reid, Vincent Josua Hellendoorn, Graham Neubig

      International Conference on Learning Representations (ICLR2023)

    • Whole Brain Architecture Approach for AGI development

      Hiroshi Yamakawa

      Japan AI Alignment Conference

    • Life revolution and Digital sapience

      Hiroshi Yamakawa, Yutaka Matsuo

      Japan AI Alignment Conference

    • Investigating the anatomy and computational models of the cerebral cortex

      Yoshimasa Tawatsuji, Yudai Suzuki, Hiroshi Yamakawa

      The 1st International Symposium of “Biology of Behavior Change”

    • Design Methodology for Information Processing Architecture Learned from the Brain

      Hiroshi Yamakawa

      3rd International Symposium & Young Investigator Symposium on Brain Information Dynamics

    • 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).

    • 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.

    • 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)

    • 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

    • 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.