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    • Journals

      Proposal of a DeepFake Video Detection Method Using Face Angle Information

      蔭山智, 鈴木雅大, 落合桂一, 松尾豊

      電子情報通信学会和文論文誌D, (2023).

    • Press

      AI and Us Artificial Intelligence, Can We Control It?

      山川宏

      朝日新聞デジタル　2023年9月16日

    • International Conferences
      Reinforcement Learning World Model

      Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice

      [paper] [slide] [poster]

      Toshinori Kitamura, Tadashi Kozuno, Yunhao Tang, Nino Vieillard, Michal Valko, Wenhao Yang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Remi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvari, Wataru Kumagai, Yutaka Matsuo

      International Conference on Machine Learning (ICML 2023). July 2023.

    • International Conferences
      Generative Model World Model

      End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization

      [paper] [slide]

      Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo

      International Conference on Machine Learning (ICML 2023) July 2023.

    • International Conferences Journals
      Brain-Inspired Intelligence

      BRAES: Developing a Brain Reference Architecture Editorial System for Accumulating Hypotheses on Neural Functionality

      Yoshimasa Tawatsuji, Yuta Ashihara, Naoya Arakawa, Hiroshi Yamakawa

      INCF Neuroinformatics Assembly, 517. September 2023

    • International Conferences
      Brain-Inspired Intelligence

      Proposing a Database Extracting Anatomical Structures from Neuroscience Literature and Evaluating Its Information Credibility

      Yuta Ashihara, Hiroshi Yamakawa, Iriya Horiguchi

      INCF Neuroinformatics Assembly, 518.

    • International Conferences Journals
      Brain-Inspired Intelligence

      BDBRA: Database for extracting descriptions of neural projections and brain regions from neuroscience literature with dialogue prompts

      Yuta Ashihara, Hiroshi Yamakawa, Iriya Horiguchi, Yutaka Matsuo

      Computational Neuroscience, P128. 2023.

    • International Conferences
      Brain-Inspired Intelligence

      Proposal of a function-oriented SCID method for reverse engineering a wide range of brain regions

      Hiroshi Yamakawa, Ayako Fukawa, Naoya Arakawa, Yoshimasa Tawatsuji, Yuta Ashihara , Yutaka Matsuo

      Computational Neuroscience, P127. 2023

    • International Conferences
      Computer Vision

      DreamSparse: Escaping from Plato’s Cave with 2D Frozen Diffusion Model given Sparse Views

      [paper] [web]

      Paul Yoo, Jiaxian Guo, Xin Zhang, Yutaka Matsuo, Shixiang Shane Gu

      XRNerf workshop of The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023). May 2023

    • International Conferences
      Computer Vision

      Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion Model

      [paper] [web]

      Xin Zhang, Jiaxian Guo, Paul Yoo, Yutaka Matsuo, Yusuke Iwasawa

      AI4CC workshop of The IEEE/CVF Conference on Computer Vision and Pattern Recognition