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    • 国際会議
      コンピュータービジョン 生成モデル

      Towards High- resolution and Disentangled Reference-based Sketch Colorization

      [paper]

      Dingkun Yan*, Xinrui Wang*, Ru Wang*, Jinze Yu, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo (*Equal Contribution)

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), Highlight, June 2026

    • 国際会議
      コンピュータービジョン

      Towards High-resolution and Disentangled Reference-based Sketch Colorization

      [paper]

      Dingkun Yan, Xinrui Wang, Ru Wang, Zhuoru Li, Jinze Yu, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026

    • 国際会議
      コンピュータービジョン

      CLIP-like Model as a Foundational Density Ratio Estimator

      [paper]

      Fumiya Uchiyama*, Rintaro Yanagi, Shohei Taniguchi, Shota Takashiro, Masahiro Suzuki, Hirokatsu Kataoka, Yusuke Iwasawa, Yutaka Matsuo

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026

    • 国際会議
      コンピュータービジョン

      MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation

      [paper]

      Yuta Oshima*, Daiki Miyake*, Kohsei Matsutani, Yusuke Iwasawa, Masahiro Suzuki, Yutaka Matsuo, Hiroki Furuta (*Equal Contribution)

      The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026

    • 国際会議
      コンピュータービジョン 世界モデル 生成モデル

      Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search

      [paper]

      Yuta Oshima, Masahiro Suzuki, Yutaka Matsuo, Hiroki Furuta.

      Advances in Neural Information Processing Systems (NeurIPS 2025), December 2025

    • 論文誌
      コンピュータービジョン 応用研究

      A Robust Residual Three-dimensional Convolutional Neural Networks Model for Prediction of Amyloid-β Positivity by Using FDG-PET

      [paper]

      Ilya Ardakani, Takahiro Yamada, Sayako Iwano, Sunil Kumar Maurya, Kazunari Ishii

      Clinical Nuclear Medicine, Vol. 50, Issue 8, pp. 707-713, August 2025

    • 論文誌
      コンピュータービジョン 生成モデル

      Real-time data-efficient portrait stylization via geometric alignment

      [paper]

      Xinrui Wang, Zhuoru Li, Xuanyu Yin, Xiao Zhou, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo

      Neural Networks, July 2025

    • 論文誌
      コンピュータービジョン 生成モデル

      Font conversion for steel product number recognition: A conditioned diffusion model approach

      [paper]

      Taehan Lee, Hyeyeon Choi, Bum Jun Kim, Hyeonah Jang, Donggeon Lee, Sang Woo Kim

      Advanced Engineering Informatics, Vol. 65, July 2025

    • 国際会議
      コンピュータービジョン 機械学習一般

      Extended Short-and Long-Range Mesh Learning for Fast and Generalized Garment Simulation

      Aoran Liu, Kun Hu, Clinton Mo, Changyang Li, Zhiyong Wang

      Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2025), July 2025

    • 論文誌
      コンピュータービジョン 応用研究 表現学習

      Rethinking Domain-Specific Pre-Training by Supervised or Self-Supervised Learning for Chest Radiograph Classification: A Comparative Study Against ImageNet Counterparts in Cold-Start Active Learning

      [paper]

      Han Yuan, Mingcheng Zhu, Rui Yang, Han Liu, Irene Li, Chuan Hong

      Health Care Science, Vol. 4, No. 2, pp. 110-143, April 2025