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M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations


Aug 03, 2021
Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-philippe Morency, Soujanya Poria

* ICMI 2021 

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Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis


Jul 28, 2021
Wei Han, Hui Chen, Alexander Gelbukh, Amir Zadeh, Louis-philippe Morency, Soujanya Poria

* Accepted at ICMI 2021 

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StarNet: Gradient-free Training of Deep Generative Models using Determined System of Linear Equations


Jan 03, 2021
Amir Zadeh, Santiago Benoit, Louis-Philippe Morency

* Work in progress at CMU 

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MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences


Oct 22, 2020
Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency


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Emerging Trends of Multimodal Research in Vision and Language


Oct 19, 2020
Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumdar, Soujanya Poria, Roger Zimmermann, Amir Zadeh


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What Gives the Answer Away? Question Answering Bias Analysis on Video QA Datasets


Jul 07, 2020
Jianing Yang, Yuying Zhu, Yongxin Wang, Ruitao Yi, Amir Zadeh, Louis-Philippe Morency


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Improving Aspect-Level Sentiment Analysis with Aspect Extraction


May 03, 2020
Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander Gelbukh, Amir Hussain, Louis-Philippe Morency


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Pseudo-Encoded Stochastic Variational Inference


Dec 19, 2019
Amir Zadeh, Smon Hessner, Yao-Chong Lim, Louis-Phlippe Morency


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Factorized Multimodal Transformer for Multimodal Sequential Learning


Nov 22, 2019
Amir Zadeh, Chengfeng Mao, Kelly Shi, Yiwei Zhang, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency


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WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation


Nov 21, 2019
Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency


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M-BERT: Injecting Multimodal Information in the BERT Structure


Aug 15, 2019
Wasifur Rahman, Md Kamrul Hasan, Amir Zadeh, Louis-Philippe Morency, Mohammed Ehsan Hoque


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UR-FUNNY: A Multimodal Language Dataset for Understanding Humor


Apr 14, 2019
Md Kamrul Hasan, Wasifur Rahman, Amir Zadeh, Jianyuan Zhong, Md Iftekhar Tanveer, Louis-Philippe Morency, Mohammed, Hoque


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Variational Auto-Decoder


Apr 03, 2019
Amir Zadeh, Yao-Chong Lim, Paul Pu Liang, Louis-Philippe Morency

* Link to code and data available from https://github.com/A2Zadeh/Variational-Autodecoder 

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Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors


Nov 26, 2018
Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

* Accepted by AAAI2019 

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Multimodal Language Analysis with Recurrent Multistage Fusion


Aug 12, 2018
Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency

* EMNLP 2018 

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Multimodal Local-Global Ranking Fusion for Emotion Recognition


Aug 12, 2018
Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

* ACM International Conference on Multimodal Interaction (ICMI 2018) 

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Learning Factorized Multimodal Representations


Jun 16, 2018
Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov


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Efficient Low-rank Multimodal Fusion with Modality-Specific Factors


May 31, 2018
Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

* * Equal contribution. 10 pages. Accepted by ACL 2018 

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Memory Fusion Network for Multi-view Sequential Learning


Feb 03, 2018
Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency

* AAAI 2018 Oral Presentation 

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Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning


Feb 03, 2018
Minghai Chen, Sen Wang, Paul Pu Liang, Tadas BaltruĆĄaitis, Amir Zadeh, Louis-Philippe Morency

* ICMI 2017 Oral Presentation, Honorable Mention Award 

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Multi-attention Recurrent Network for Human Communication Comprehension


Feb 03, 2018
Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency

* AAAI 2018 Oral Presentation 

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Convolutional Experts Constrained Local Model for Facial Landmark Detection


Jul 26, 2017
Amir Zadeh, Tadas BaltruĆĄaitis, Louis-Philippe Morency

* Accepted at CVPR-W 2017 

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Tensor Fusion Network for Multimodal Sentiment Analysis


Jul 23, 2017
Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency

* Accepted as full paper in EMNLP 2017 

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Combating Human Trafficking with Deep Multimodal Models


May 08, 2017
Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency

* ACL 2017 Long Paper 

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MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos


Aug 12, 2016
Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency

* IEEE Intelligent Systems 31.6 (2016): 82-88 
* Accepted as Journal Publication in IEEE Intelligent Systems 

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