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Allen Lee

2 accepted papers

2020

Multimodal Memorability: Modeling Effects of Semantics and Decay on Video Memorability

ECCV 2020poster

A key capability of an intelligent system is deciding when events from past experience must be remembered and when they can be forgotten. Towards this goal, we develop a predictive model of human visual event memory and how those memories decay over time. We introduce Memento10k, a new, dynamic vide…

Cited by 71SourcePDFScholar
2020

We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos

ECCV 2020poster

Identifying common patterns among events is a key capability for human and machine perception, as it underlies intelligent decision making. Here, we propose an approach for learning semantic relational set abstractions on videos, inspired by human learning. Our model combines visual features as inpu…

Cited by 10SourcePDFScholar