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Multi-Stage LSTM (MS-LSTM) for Action Anticipation

CSIRO RDS Repository

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Title Multi-Stage LSTM (MS-LSTM) for Action Anticipation
 
Creator Mohammad Sadegh Aliakbarian
 
Subject Knowledge Representation and Machine Learning
Computer Vision
 
Description Multi-Stage LSTM (MS-LSTM) is a deep sequence learning architecture that leverage two types of descriptors, i.e., action-aware and context-aware features to determine the action label. To do it at early stages, MS-LSTM is trained with a novel loss function that encourages correct prediction as early as possible.
 
Publisher CSIRO
 
Contributor Fatemeh Sadat Saleh
Mathieu Salzmann
Basura Fernando
Lars Petersson
Lars Andersson
 
Date 2018-02-22
 
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Identifier csiro:29514
 
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