Memory Fusion Network for Multi-view Sequential Learning

3 February 2018

Louis-Philippe Morency

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Papers citing "Memory Fusion Network for Multi-view Sequential Learning"

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Title
Multimodal Data Fusion based on the Global Workspace Theory C. Bao Z. Fountas Temitayo A. Olugbade N. Bianchi-Berthouze 25 7 0 26 Jan 2020
FGN: Fusion Glyph Network for Chinese Named Entity Recognition Zhenyu Xuan Rui Bao Shengyi Jiang 8 34 0 15 Jan 2020
Correlative Channel-Aware Fusion for Multi-View Time Series Classification Yue Bai Lichen Wang Zhiqiang Tao Sheng Li Y. Fu AI4TS 14 2 0 24 Nov 2019
Factorized Multimodal Transformer for Multimodal Sequential Learning Amir Zadeh Chengfeng Mao Kelly Shi Yiwei Zhang Paul Pu Liang Soujanya Poria Louis-Philippe Morency 25 43 0 22 Nov 2019
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion Sijie Mai Haifeng Hu Songlong Xing GAN 32 182 0 18 Nov 2019
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis Zhongkai Sun P. Sarma W. Sethares Yingyu Liang 13 314 0 13 Nov 2019
M3ER: Multiplicative Multimodal Emotion Recognition Using Facial, Textual, and Speech Cues Trisha Mittal Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 17 236 0 09 Nov 2019
Multimodal Embeddings from Language Models Shao-Yen Tseng P. Georgiou Shrikanth Narayanan 32 11 0 10 Sep 2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh 38 509 0 30 Aug 2019
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining Alexandre Garcia Pierre Colombo S. Essid Florence dÁlché-Buc Chloé Clavel 6 21 0 29 Aug 2019
Integrating Multimodal Information in Large Pretrained Transformers Wasifur Rahman M. Hasan Sangwu Lee Amir Zadeh Chengfeng Mao Louis-Philippe Morency Ehsan Hoque 8 29 0 15 Aug 2019
Variational Fusion for Multimodal Sentiment Analysis Navonil Majumder Soujanya Poria Gangeshwar Krishnamurthy Niyati Chhaya Rada Mihalcea Alexander Gelbukh 12 5 0 13 Aug 2019
Attending to Emotional Narratives Zhengxuan Wu Xiyu Zhang Zhi-Xuan Tan Jamil Zaki Desmond C. Ong AI4TS 24 18 0 08 Jul 2019
Multimodal Transformer for Unaligned Multimodal Language Sequences Yao-Hung Hubert Tsai Shaojie Bai Paul Pu Liang J. Zico Kolter Louis-Philippe Morency Ruslan Salakhutdinov 32 1,251 0 01 Jun 2019
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis Md. Shad Akhtar Dushyant Singh Chauhan Deepanway Ghosal Soujanya Poria Asif Ekbal P. Bhattacharyya 24 164 0 14 May 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings Paul Pu Liang Y. Lim Yao-Hung Hubert Tsai Ruslan Salakhutdinov Louis-Philippe Morency SSL 32 30 0 14 May 2019
UR-FUNNY: A Multimodal Language Dataset for Understanding Humor M. Hasan Wasifur Rahman Amir Zadeh Jianyuan Zhong Md. Iftekhar Tanveer Louis-Philippe Morency Mohammed Ehsan Hoque 16 179 0 14 Apr 2019
Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities Hai Pham Paul Pu Liang Thomas Manzini Louis-Philippe Morency Barnabás Póczós 30 403 0 19 Dec 2018
Modality-based Factorization for Multimodal Fusion Elham J. Barezi Peyman Momeni Pascale Fung 43 36 0 30 Nov 2018
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors Yansen Wang Ying Shen Zhun Liu Paul Pu Liang Amir Zadeh Louis-Philippe Morency 22 394 0 23 Nov 2018
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations Navonil Majumder Soujanya Poria Devamanyu Hazarika Rada Mihalcea Alexander Gelbukh Erik Cambria 11 708 0 01 Nov 2018
Attention-based Audio-Visual Fusion for Robust Automatic Speech Recognition George Sterpu Christian Saam N. Harte 39 65 0 05 Sep 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 30 198 0 12 Aug 2018
Multimodal Local-Global Ranking Fusion for Emotion Recognition Paul Pu Liang Amir Zadeh Louis-Philippe Morency 18 46 0 12 Aug 2018
Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis Hai Pham Thomas Manzini Paul Pu Liang Barnabás Póczós 21 64 0 11 Jul 2018
Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities Nathaniel Blanchard Daniel Moreira Aparna Bharati Walter J. Scheirer 24 16 0 03 Jul 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 61 402 0 16 Jun 2018
Multimodal Relational Tensor Network for Sentiment and Emotion Classification Saurav Sahay Shachi H. Kumar Rui Xia Jonathan Huang L. Nachman 19 24 0 07 Jun 2018
Efficient Low-rank Multimodal Fusion with Modality-Specific Factors Zhun Liu Ying Shen V. Lakshminarasimhan Paul Pu Liang Amir Zadeh Louis-Philippe Morency 11 632 0 31 May 2018
ASR-based Features for Emotion Recognition: A Transfer Learning Approach Noé Tits Kevin El Haddad Thierry Dutoit 6 28 0 23 May 2018
Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning Hung Le T. Tran Svetha Venkatesh 22 100 0 02 Feb 2018