研究概要

主要論文

• 1. Shuhong Liu, Xining Ge, Ziying Gu, Quanfeng Xu, Ziteng Cui, Lin Gu, Xuangeng Chu, Jun Liu, Dong Li, Tatsuya Harada.
  "Denoising the Deep Sky: Physics-Based CCD Noise Formation for Astronomical Imaging."
  The 19th European Conference on Computer Vision (ECCV), 2026
• 2. Akio Hayakawa, Yusuke Mukuta, Tatsuya Harada.
  "Linear Fusion MultiDiffusion for Fast Training-Free Spherical Panorama Generation"
  The 19th European Conference on Computer Vision (ECCV), 2026
• 3. Dexuan Zhang, Qianyu Zhou, Thomas Westfechtel, Yusuke Mukuta, Tatsuya Harada.
  "Bridging Theory and Practice in Source-Free Domain Adaptation via Adversarial Proxy Perturbation"
  The 19th European Conference on Computer Vision (ECCV), 2026
• 4. Ryo Umagami, Tomohiro Hashimoto, Xuangeng Chu, Ziteng Cui, Yusuke Mukuta, Jia Deng, Tatsuya Harada.
  "TriSplat: Adaptive Triplane for Sparse-View Large-Scale Scene Reconstruction"
  The 19th European Conference on Computer Vision (ECCV), 2026
• 5. Kazuki Ota, Takayuki Osa, Motoki Omura, Tatsuya Harada.
  "Revisiting Regularized Policy Optimization for Stable and Efficient Reinforcement Learning in Two-Player Games."
  Forty-third International Conference on Machine Learning (ICML), 2026
• 6. Haruki Abe, Takayuki Osa, Yusuke Mukuta, Tatsuya Harada.
  "Cross-Embodiment Offline Reinforcement Learning for Heterogeneous Robot Datasets"
  The Fourteenth International Conference on Learning Representations (ICLR), 2026
• 7. Naoki Morihira, Amal Nahar, Kartik Bharadwaj, Yasuhiro Kato, Akinobu Hayashi, Tatsuya Harada.
  "R2-Dreamer: Redundancy-Reduced World Models without Decoders or Augmentation"
  The Fourteenth International Conference on Learning Representations (ICLR), 2026
• 8. Naoki Shitanda, Motoki Omura, Tatsuya Harada, Takayuki Osa.
  "Rethinking Policy Diversity in Ensemble Policy Gradient in Large-Scale Reinforcement Learning"
  The Fourteenth International Conference on Learning Representations (ICLR), 2026
• 9. Ryo Umagami, Liu Yue, Xuangeng Chu, Ryuto Fukushima, Tetsuya Narita, Yusuke Mukuta, Tomoyuki Takahata, Jianfei Yang, Tatsuya Harada.
  "Intend to Move: A Dataset for Intention and Scene Aware Human Motion Prediction"
  The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025
• 10. Shuhong Liu, Lin Gu, Ziteng Cui, Xuangeng Chu, Tatsuya Harada.
  "I2-NeRF: Learning Neural Radiance Fields Under Physically-Grounded Media Interactions"
  The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025

研究成果（プレスリリース）

• 

  2026年3月6日
  オープンな医療用マルチモーダルモデルを開発

• 

  2020年12月17日
  動画から人間の知覚に合う動きを抽出するアルゴリズム

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