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May, 2018
多模态低秩融合与模态特定因子的高效实现
Efficient Low-rank Multimodal Fusion with Modality-Specific Factors
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Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh...
TL;DR
本文介绍了一种使用低秩张量完成多模态数据融合的新方法,并在多模态情感分析、演讲者特征和情感识别等多个任务中取得了有竞争力的结果且极大地减少了计算复杂度。
Abstract
multimodal research
is an emerging field of
artificial intelligence
, and one of the main research problems in this field is
multimodal fusion
→