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Jul 2026
ProEchoMem: Enhancing Long Video Understanding via Multi-Trace Probe-Echo Memory
Inspired by Multiple-Trace Theory in cognitive psychology, this work revisit long video understanding from a probe-echo perspective, in which human episodic memories are activated and integrated in parallel, and proposes ProEchoMem, a cognitive-inspired framework that simulates the probe-echo mechanism.
Derong Xu, Yanxin Chen, Wanyu Wang et al.
· Annual International ACM SIG... · 0 citations