3 papers
cs.CV2026
Retrieving Any Relevant Moments: Benchmark and Models for Generalized Moment Retrieval
Yiming Ding, Siyu Cao, Luyuan Jiao +4
Video Moment Retrieval (VMR) aims to localize temporal segments in videos that correspond to a natural language query, but typically assumes only a single matching moment for each…
cs.LG2025
FiCoTS: Fine-to-Coarse LLM-Enhanced Hierarchical Cross-Modality Interaction for Time Series Forecasting
Yafei Lyu, Hao Zhou, Lu Zhang +2
Time series forecasting is central to data analysis and web technologies. The recent success of Large Language Models (LLMs) offers significant potential for this field, especially…
cs.CV2024
Boosting Open-Vocabulary Object Detection by Handling Background Samples
Ruizhe Zeng, Lu Zhang, Xu Yang +1
Open-vocabulary object detection is the task of accurately detecting objects from a candidate vocabulary list that includes both base and novel categories. Currently, numerous open…