2 papers
cs.CV2025
Decoupling the Image Perception and Multimodal Reasoning for Reasoning Segmentation with Digital Twin Representations
Yizhen Li, Dell Zhang, Xuelong Li +1
Reasoning Segmentation (RS) is a multimodal vision-text task that requires segmenting objects based on implicit text queries, demanding both precise visual perception and vision-te…
cs.IR2025
Reinforcement Fine-Tuning for Reasoning towards Multi-Step Multi-Source Search in Large Language Models
Wentao Shi, Yiqing Shen
Large language models (LLMs) can face factual limitations when responding to time-sensitive queries about recent events that arise after their knowledge thresholds in the training…