2019

Md Kamrul Hasan, Wasifur Rahman, Amir Zadeh, Jianyuan Zhong, Md Iftekhar Tanveer, Louis-Philippe Morency, Mohammed (Ehsan) Hoque

CVPR Oral

Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence

Md Kamrul Hasan, Wasifur Rahman, Amir Zadeh, Jianyuan Zhong, Md Iftekhar Tanveer, Louis-Philippe Morency, Mohammed (Ehsan) Hoque

EMNLP

UR-FUNNY: A Multimodal Language Dataset for Understanding Humor

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

ICLR

Learning Factorized Multimodal Representations

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

AAAI Spotlight

Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors

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

Preprint

Pseudo-Encoded Stochastic Variational Inference

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

Preprint

Factorized Multimodal Transformer for Multimodal Sequential Learning

Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency

Preprint

WildMix Dataset and Specto-Temporal Transformer for Monoaural Audio Source Separation

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

Preprint

Multimodal Finetuning of Advanced Transformer Models

Md Kamrul Hasan, Wasifur Rahman, Amir Zadeh, Jianyuan Zhong, Md Iftekhar Tanveer, Louis-Philippe Morency, Mohammed (Ehsan) Hoque

Preprint

Hierarchical Seq2Seq: Learning Representations of Online Spoken Speech

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

Preprint

Variational Auto-Decoder: Neural Generative Modeling from Partial Data

2018

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

EMNLP Oral

Multimodal Language Analysis using Recurrent Multistage Fusion

Amir Zadeh, Paul Pu Liang, Jon Vanbriesen, Soujanya Poria, Edmund Tong, Erik Cambria, Louis-Philippe Morency

ACL Oral

Human Multimodal Language in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Model

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

ACL Oral

Efficient Low-rank Multimodal Fusion With Modality-Specific Factors

Amir Zadeh, Paul Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency

AAAI Oral

Memory Fusion Network for Multi-view Sequential Learning 

Amir Zadeh, Paul Liang, Soujanya Poria, Erik Cambria, Prateek Vij, Louis-Philippe Morency

AAAI Oral

Multi-attention Recurrent Network for Human Communication Comprehension

Tadas Baltrusaitis, Amir Zadeh, Yao-Chong Lim, Louis-Philippe Morency

FG Oral

OpenFace 2.0: Facial Behavior Analysis Toolkit

Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency, Roger Zimmerman

NAACL

MEMN: Multimodal Emotional Memory Network for Emotion Recognition in Dyadic Conversational Videos

Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

ICMI

Multimodal Local-Global Ranking Fusion for Emotion Recognition

2017

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

EMNLP Oral

Tensor Fusion Network for Multimodal Sentiment Analysis

Soujanya Poria, Erik Cambria, Navonil Mazumder, Amir Zadeh, Louis-Philippe Morency

ACL Oral

Context-Dependent Sentiment Analysis in User-Generated Videos

Edmund Tong*, Amir Zadeh*, Cara Jones, Louis-Philippe Morency

ACL

Combatting Human Trafficking with Multimodal Deep Models 

Amir Zadeh, Tadas Baltrusaitis, Yao-Chong Lim Louis-Philippe Morency

CVPR-w

Convolutional Experts Constrained Local Models for Facial Landmark Detection

Minghai Chen, Sen Wang, Paul Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency

ICMI Oral - Honorable Mention

Word-level Alignment with Reinforcement Learning for Multimodal Sentiment Analysis

Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Mazumder, Amir Zadeh, Louis-Philippe Morency

ICDM Oral

Multilevel Multiple Attentions for Contextual Multimodal Sentiment Analysis