MemEvo: Automatic Discovery of Streaming Video Memory Mechanisms
Query-agnostic streaming video understanding requires vision-language models to continuously compress an indefinitely growing visual stream into a bounded memory before future queries are known. The performance depends critically on the memory mechanism--what observations to preserve, how to represent and consolidate t...
Guohong Liu, Jia-Lei Ye, Shan-Hui Zhao et al.
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