Content Gazette - August 2020 - 25

MARCH 2020

VOLUME 14

NUMBER 3

IJSTGY

(ISSN 1932-4553)

ISSUE ON DEEP LEARNING FOR MULTI-MODAL INTELLIGENCE ACROSS SPEECH, LANGUAGE, VISION,
AND HETEROGENEOUS SIGNALS
EDITORIAL

Introduction to the Special Issue on Deep Learning for Multi-Modal Intelligence Across Speech, Language, Vision, and
Heterogeneous Signals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . X. He, L. Deng, R. Rose, M. Huang, I. Trancoso, and C. Zhang

474

INVITED OVERVIEW PAPER

Multimodal Intelligence: Representation Learning, Information Fusion, and Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . C. Zhang, Z. Yang, X. He, and L. Deng

478

SPECIAL ISSUE PAPERS

Learning to Recognize Visual Concepts for Visual Question Answering With Structural Label Space . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . D. Gao, R. Wang, S. Shan, and X. Chen
Where is the Model Looking At? - Concentrate and Explain the Network Attention . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . W. Xu, J. Wang, Y. Wang, G. Xu, D. Lin, W. Dai, and Y. Wu
Direct Speech-to-Image Translation . . . . . . . . . . . . . . J. Li, X. Zhang, C. Jia, J. Xu, L. Zhang, Y. Wang, S. Ma, and W. Gao
Multi-Modal Multi-Channel Target Speech Separation . . . . . . . . . . . R. Gu, S.-X. Zhang, Y. Xu, L. Chen, Y. Zou, and D. Yu
Audio-Visual Speech Separation and Dereverberation With a Two-Stage Multimodal Network . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . K. Tan, Y. Xu, S.-X. Zhang, M. Yu, and D. Yu
A Multi-Stream Recurrent Neural Network for Social Role Detection in Multiparty Interactions . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .L. Zhang and R. J. Radke
Perfect Match: Self-Supervised Embeddings for Cross-Modal Retrieval . . . . . S.-W. Chung, J. S. Chung, and H.-G. Kang
Grounded Sequence to Sequence Transduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . L. Specia, L. Barrault, O. Caglayan, A. Duarte, D. Elliott, S. Gella, N. Holzenberger, C. Lala, S. J. Lee,
J. Libovicky, P. Madhyastha, F. Metze, K. Mulligan, A. Ostapenko, S. Palaskar, R. Sanabria, J. Wang, and R. Arora
An Efficient Threshold-Driven Aggregate-Label Learning Algorithm for Multimodal Information Processing . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. Zhang, X. Luo, Y. Chen, J. Wu, A. Belatreche, Z. Pan, H. Qu, and H. Li

www.signalprocessingsociety.org

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