Research
研究
研究業績
カテゴリー
研究領域
年
-
パーソナライズ画像生成における参照画像の複製効果の定量的評価と改善
大坂洋豊, 鈴木雅大, 松尾豊
情報処理学会論文誌, 2025
-
Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search
Yuta Oshima, Masahiro Suzuki, Yutaka Matsuo, Hiroki Furuta.
Advances in Neural Information Processing Systems (NeurIPS 2025), December 2025
-
Efficient Object-Centric Representation Learning using Masked Generative Modeling
Akihiro Nakano, Masahiro Suzuki, Yutaka Matsuo
Transactions on Machine Learning Research (TMLR), 2025
-
Real-time data-efficient portrait stylization via geometric alignment
Xinrui Wang, Zhuoru Li, Xuanyu Yin, Xiao Zhou, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo
Neural Networks, July 2025
-
Font conversion for steel product number recognition: A conditioned diffusion model approach
Taehan Lee, Hyeyeon Choi, Bum Jun Kim, Hyeonah Jang, Donggeon Lee, Sang Woo Kim
Advanced Engineering Informatics, Vol. 65, July 2025
-
The Geometry of Phase Transitions in Diffusion Models: Tubular Neighbourhoods and Singularities
Manato Yaguchi*, Kotaro Sakamoto*, Ryosuke Sakamoto*, Masato Tanabe*, Masatomo Akagawa*, Yusuke Hayashi*, Masahiro Suzuki, Yutaka Matsuo (*Equal Contribution)
Transactions on Machine Learning Research (TMLR), 2025
-
FullDiffusion: Diffusion Models Without Time Truncation
Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo
International Conference on Learning Representations (ICLR 2025), DeLTa Workshop, April 2025
-
FullDiffusion: Diffusion Models Without Time Truncation
Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo
International Conference on Learning Representations (ICLR 2025), DeLTa Workshop, April 2025
-
Image Referenced Sketch Colorization Based on Animation Creation Workflow
Dingkun Yan*, Xinrui Wang*, Zhuoru Li, Suguru Saito, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025)
-
ガウス過程潜在変数モデルとニューラルネットワークの統合によるマルチエージェント記号創発と潜在表現学習
中村友昭, 鈴木雅大, 谷口彰, 谷口忠大
日本ロボット学会誌（レター）, (2024)