Multimodal Language Analysis with Recurrent Multistage Fusion

Multimodal Language Analysis with Recurrent Multistage Fusion

12 August 2018

Louis-Philippe Morency

Papers citing "Multimodal Language Analysis with Recurrent Multistage Fusion"

17 / 67 papers shown

Title
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation Huaishao Luo Lei Ji Botian Shi Haoyang Huang Nan Duan Tianrui Li Jason Li Xilin Chen Ming Zhou VLM 24 390 0 15 Feb 2020
Factorized Multimodal Transformer for Multimodal Sequential Learning Amir Zadeh Chengfeng Mao Kelly Shi Yiwei Zhang Paul Pu Liang Soujanya Poria Louis-Philippe Morency 17 41 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 19 178 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 6 311 0 13 Nov 2019
Multimodal Embeddings from Language Models Shao-Yen Tseng P. Georgiou Shrikanth Narayanan 22 11 0 10 Sep 2019
Integrating Multimodal Information in Large Pretrained Transformers Wasifur Rahman M. Hasan Sangwu Lee Amir Zadeh Chengfeng Mao Louis-Philippe Morency Ehsan Hoque 6 28 0 15 Aug 2019
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization Paul Pu Liang Zhun Liu Yao-Hung Hubert Tsai Qibin Zhao Ruslan Salakhutdinov Louis-Philippe Morency AI4TS 17 79 0 01 Jul 2019
Deep Gamblers: Learning to Abstain with Portfolio Theory Liu Ziyin Zhikang T. Wang Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency Masahito Ueda 13 104 0 29 Jun 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 21 1,020 0 01 Jun 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings Paul Pu Liang Y. Lim Yao-Hung Hubert Tsai Ruslan Salakhutdinov Louis-Philippe Morency SSL 8 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 6 174 0 14 Apr 2019
Variational Auto-Decoder: A Method for Neural Generative Modeling from Incomplete Data Amir Zadeh Y. Lim Paul Pu Liang Louis-Philippe Morency DRL 6 15 0 03 Mar 2019
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 17 20 0 28 Feb 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 11 395 0 19 Dec 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 11 390 0 23 Nov 2018
Multimodal Local-Global Ranking Fusion for Emotion Recognition Paul Pu Liang Amir Zadeh Louis-Philippe Morency 8 46 0 12 Aug 2018
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 203 315 0 06 Jun 2016