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cs.CV2026
What Frame-Level Labels Can and Cannot Do for Small-UAV Point Detection in Thermal Video
Wonbin Son, Gyumum Choi, Junil Seo +1
The growing use of unmanned aerial vehicles (UAVs) has increased the importance of image-based UAV detection. Learning-based detectors are trained on imagery and annotations, with…
cs.CV2026
When Do Frozen VLMs Respond to Image-Free Object-Token Edits? An Answer-Key-Free Protocol and What It Reveals
Wonbin Son, Gyumun Choi, Junil Seo +3
Answering what-if queries about a scene with a VLM usually means injecting the assumption as text or repainting the scene with a generative model. We instead move the edit to the r…