Koki Ryu

The University of Tokyo, Riken

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Interpretability & Mechanistic Interp (1)Multimodal Models (1)

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Hitomi Yanaka (1)

Papers (1)

Apr 13, 2026

1w ago·also RIKEN

What Do Vision-Language Models Encode for Personalized Image Aesthetics Assessment?

VLMs already contain a rich latent space of aesthetic features that can be unlocked for personalized image ranking with just a linear readout, no fine-tuning needed.

Koki Ryu, Hitomi Yanaka

Computer Vision Interpretability & Mechanistic Interp Multimodal Models

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Koki Ryu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)