Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Pseudo-Encoded Stochastic Variational Inference

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Multimodal Language Analysis with Recurrent Multistage Fusion

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

* EMNLP 2018 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

Learning Factorized Multimodal Representations

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning

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

* ICMI 2017 Oral Presentation, Honorable Mention Award 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Convolutional Experts Constrained Local Model for Facial Landmark Detection

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

* Accepted at CVPR-W 2017 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Combating Human Trafficking with Deep Multimodal Models

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

* ACL 2017 Long Paper 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions