Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion

18 November 2019

Papers citing "Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion"

22 / 22 papers shown

Title
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion Dexuan Ding Lei Wang Liyun Zhu Tom Gedeon Piotr Koniusz 83 8 0 02 Oct 2024
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 134 30,021 0 01 Mar 2022
Multimodal Transformer for Unaligned Multimodal Language Sequences Yao-Hung Hubert Tsai Shaojie Bai Paul Pu Liang J. Zico Kolter Louis-Philippe Morency Ruslan Salakhutdinov 57 1,280 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 41 30 0 14 May 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 49 407 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 50 398 0 23 Nov 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 106 199 0 12 Aug 2018
Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling Navonil Majumder Devamanyu Hazarika Alexander Gelbukh Min Zhang Soujanya Poria 35 321 0 16 Jun 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 83 408 0 16 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 42 641 0 31 May 2018
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment Yue Gu Kangning Yang Shiyu Fu Shuhong Chen Xinyu Li I. Marsic 41 123 0 22 May 2018
Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction Onno P. Kampman Elham J. Barezi D. Bertero Pascale Fung 67 95 0 02 May 2018
Memory Fusion Network for Multi-view Sequential Learning Amir Zadeh Paul Pu Liang Navonil Mazumder Soujanya Poria Min Zhang Louis-Philippe Morency 61 699 0 03 Feb 2018
Multi-attention Recurrent Network for Human Communication Comprehension Amir Zadeh Paul Pu Liang Soujanya Poria Prateek Vij Min Zhang Louis-Philippe Morency 56 481 0 03 Feb 2018
Few-Shot Learning with Graph Neural Networks Victor Garcia Satorras Joan Bruna GNN 154 1,235 0 10 Nov 2017
CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning Yuxin Peng Jinwei Qi Yuxin Yuan GAN 36 245 0 14 Oct 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 45 1,221 0 23 Jul 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 64 2,890 0 26 May 2017
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 66 2,224 0 18 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 736 149,474 0 22 Dec 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 534 31,406 0 16 Jan 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 106 6,619 0 22 Dec 2012