DUGO: Dual-Scale Gaussian Memory for Online Temporal Action Localization in Egocentric Procedural Videos
DUGO (Dual-Scale Encoding and Gaussian Memory Online), a new OnTAL framework that jointly models local motion dynamics and long-range temporal dependencies, uses a Dual-Scale Temporal Encoder and introduces a Gaussian Memory Bank, which represents action memory as stochastic, input-conditioned Gaussian prototypes.
M. A. Bhuiyan, M. Adib, Samiul Basir Bhuiyan et al.
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