most citedEvaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

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cs.CV2025

Simple Agents Outperform Experts in Biomedical Imaging Workflow Optimization

Xuefei, Wang, Kai A. Horstmann +9

Adapting production-level computer vision tools to bespoke scientific datasets is a critical "last mile" bottleneck. Current solutions are impractical: fine-tuning requires large a…

cs.CV2025

Beyond Accuracy: Metrics that Uncover What Makes a 'Good' Visual Descriptor

Ethan Lin, Linxi Zhao, Atharva Sehgal +1

Text-based visual descriptors--ranging from simple class names to more descriptive phrases--are widely used in visual concept discovery and image classification with vision-languag…