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Yuhta Takida

ICLR 2026×4CVPR 2026多模态理论与学习动力学对齐与偏好

新星分新星

80

一作贡献30

核心/参与38

方向广度9

合作网络12

1 一作 · 5 篇 · ICLR 2026 / CVPR 2026

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2026 顶会论文

5

一作ICLR 2026Poster

SONA: Learning Conditional, Unconditional, and Matching-Aware Discriminator

Yuhta Takida · Satoshi Hayakawa · Takashi Shibuya · Masaaki Imaizumi · Naoki Murata · Bac Nguyen · Toshimitsu Uesaka · Chieh-Hsin Lai · Yuki Mitsufuji

作者位次 #4/6ICLR 2026Poster· Deep Learning / Generative Models and Autoencoders

Improving Classifier-Free Guidance in Masked Diffusion: Low-Dim Theoretical Insights with High-Dim Impact

Kevin Rojas · Ye He · Chieh-Hsin Lai · Yuhta Takida · Yuki Mitsufuji · Molei Tao

理论与学习动力学OpenReview

作者位次 #2/7ICLR 2026Poster· Deep Learning / Generative Models and Autoencoders

Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment

Bac Nguyen · Yuhta Takida · Naoki Murata · Chieh-Hsin Lai · Toshimitsu Uesaka · Stefano Ermon · Yuki Mitsufuji

对齐与偏好OpenReview

作者位次 #4/10ICLR 2026Poster· Computer Vision / Image and Video Generation

Concept-TRAK: Understanding how diffusion models learn concepts through concept attribution

Yong-Hyun Park · Chieh-Hsin Lai · Satoshi Hayakawa · Yuhta Takida · Naoki Murata · WeiHsiang Liao · Woosung Choi · Kin Wai Cheuk · Junghyun (Tony) Koo · Yuki Mitsufuji

多模态OpenReview

作者位次 #2/5CVPR 2026Oral· Computer Vision & Pattern Recognition

PAVAS: Physics-Aware Video-to-Audio Synthesis

Oh Hyun-Bin · Yuhta Takida · Toshimitsu Uesaka · Tae-Hyun Oh · Yuki Mitsufuji

多模态OpenReview 项目页

常见合作者

YMYuki Mitsufuji×5 CLChieh-Hsin Lai×4 NMNaoki Murata×3 TUToshimitsu Uesaka×3 SHSatoshi Hayakawa×2 BNBac Nguyen×2 TSTakashi Shibuya MIMasaaki Imaizumi KRKevin Rojas YHYe He MTMolei Tao SEStefano Ermon