2 papers
cs.CV2026
StreamEMS: Streaming Video Understanding with Self-Evolving Memory Scheme for Vision-Language Models
Yuxin Liu, Peiqin Zhuang, Yali Wang
Recently, many streaming video understanding methods have been proposed by constructing an external memory to store historical data for computational reduction. Most methods focus…
cs.CV2025
ClimaOoD: Improving Anomaly Segmentation via Physically Realistic Synthetic Data
Yuxing Liu, Zheng Li, Huanhuan Liang +3
Anomaly segmentation seeks to detect and localize unknown or out-of-distribution (OoD) objects that fall outside predefined semantic classes a capability essential for safe autonom…