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cs.CV2026
Aperture: Training-Free Multiscale Concept Bottlenecks for Remote Sensing
Rishabh Mondal, Nipun Batra, Utkarsh Mall
While earth observation models have advanced substantially, they still lack interpretability. While concept-bottleneck models provide interpretability and expert interaction, they…
cs.CV2026
ThermEval: A Structured Benchmark for Evaluation of Vision-Language Models on Thermal Imagery
Ayush Shrivastava, Kirtan Gangani, Laksh Jain +2
Vision language models (VLMs) achieve strong performance on RGB imagery, but they do not generalize to thermal images. Thermal sensing plays a critical role in settings where visib…