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Yuki Koyama

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titleconferencedate
Cooperative Design Optimization through Natural Language InteractionUIST 20252025-09-28
A system combines batch Bayesian optimization with a large language model to let designers give outcome-focused natural language directives and receive a…
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Interactive Exploration-Exploitation Balancing for Generative Melody CompositionIUI 20212021-04-13
A web app (React + Python, MIDI pipeline) couples a pre-trained MusicVAE (512‑dim, reduced) latent space to human-in-the-loop Bayesian optimization using…
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SelPh: Progressive Learning and Support of Manual Photo Color EnhancementCHI 20162016-05-07
SelPh is a working prototype that progressively learns a user’s manual color edits and applies five support functions including VisOpt Slider visualization…
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