2 papers
cs.CV2025
A Benchmark for Crime Surveillance Video Analysis with Large Models
Haoran Chen, Dong Yi, Moyan Cao +3
Anomaly analysis in surveillance videos is a crucial topic in computer vision. In recent years, multimodal large language models (MLLMs) have outperformed task-specific models in v…
cs.CL2024
Recurrent Context Compression: Efficiently Expanding the Context Window of LLM
Chensen Huang, Guibo Zhu, Xuepeng Wang +5
To extend the context length of Transformer-based large language models (LLMs) and improve comprehension capabilities, we often face limitations due to computational resources and…