2 papers
cs.CV2026
Source-Agnostic Image Translation Based on Latent Aware Adaptive Masking
Tomislav Dobrički, Byung-Woo Hong
In this work, we propose a source-agnostic framework that dynamically refines a binary mask throughout the reverse diffusion process by computing the discrepancies of a pretrained…
cs.CV2026
Personalized Object Identification and Localization via In-Context Inference with Vision-Language Models
Kensuke Nakamura, Byung-Woo Hong
Personalized object localization (POL) localizes an object instance in a query image based on a few reference images with bounding-box annotations and a target object label. The pi…