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DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

Published • Jul 1, 2017
Authors:
Namhoon Lee
,
Wongun Choi
,
Paul Vernaza

Abstract

We introduce a Deep Stochastic IOC RNN Encoder-decoder framework, DESIRE, for the task of future predictions of multiple interacting agents in dynamic scenes. DESIRE effectively predicts future locations of objects in multiple scenes by 1) accounting for the multi-modal nature of the future predicti...

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