3 papers
cs.HC2026
Learning Feasibility-Aware Latent Spaces for Preference-Based Exploration of Procedural Automotive Wheel Designs
Takashi Owaki, Yuki Koyama, Tomoyasu Nakano +3
Intelligent design interfaces that rely on preference-based optimization are most useful when their suggestions are both meaningful to users and feasible within the target domain.…
cs.CV2025
Zero-Shot Visual Concept Blending Without Text Guidance
Hiroya Makino, Takahiro Yamaguchi, Hiroyuki Sakai
We propose a novel, zero-shot image generation technique called "Visual Concept Blending" that provides fine-grained control over which features from multiple reference images are…
cs.CV2023
Trained Latent Space Navigation to Prevent Lack of Photorealism in Generated Images on Style-based Models
Takumi Harada, Kazuyuki Aihara, Hiroyuki Sakai
Recent studies on StyleGAN variants show promising performances for various generation tasks. In these models, latent codes have traditionally been manipulated and searched for the…