most citedA Knowledge-Informed Large Language Model Framework for U.S. Nuclear Power Plant Shutdown Initiating Event Classification for Probabilistic Risk Assessment

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cs.CV2025

Perceptual Taxonomy: Evaluating and Guiding Hierarchical Scene Reasoning in Vision-Language Models

Jonathan Lee, Xingrui Wang, Jiawei Peng +9

We propose Perceptual Taxonomy, a structured process of scene understanding that first recognizes objects and their spatial configurations, then infers task-relevant properties suc…

cs.CV2025

Open-Det: An Efficient Learning Framework for Open-Ended Detection

Guiping Cao, Tao Wang, Wenjian Huang +3

Open-Ended object Detection (OED) is a novel and challenging task that detects objects and generates their category names in a free-form manner, without requiring additional vocabu…