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cs.CV2026
SpectraDINO: Modality-Conditioned Adaptation of RGB Vision Foundation Models Across Infrared Bands
Yagiz Nalcakan, Hyeongjin Ju, Incheol Park +3
Vision foundation models (VFMs) pretrained on large-scale RGB data provide strong general-purpose representations, yet infrared perception, which is essential for robotics and driv…
cs.CV2026
RPT-SR: Regional Prior attention Transformer for infrared image Super-Resolution
Youngwan Jin, Incheol Park, Yagiz Nalcakan +3
General-purpose super-resolution models, particularly Vision Transformers, have achieved remarkable success but exhibit fundamental inefficiencies in common infrared imaging scenar…