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cs.CV2026
DD-CAM: Minimal Sufficient Explanations for Vision Models Using Delta Debugging
Krishna Khadka, Yu Lei, Raghu N. Kacker +1
We introduce a gradient-free framework for identifying minimal, sufficient, and decision-preserving explanations in vision models by isolating the smallest subset of representation…
cs.CV2022
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities
Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei +5
We introduce ViLPAct, a novel vision-language benchmark for human activity planning. It is designed for a task where embodied AI agents can reason and forecast future actions of hu…