Learning Factorized Multimodal Representations

Learning Factorized Multimodal Representations

16 June 2018

Yao-Hung Hubert Tsai

Louis-Philippe Morency

Ruslan Salakhutdinov

Papers citing "Learning Factorized Multimodal Representations"

18 / 168 papers shown

Title
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion Cheng Chen Qi Dou Yueming Jin Hao Chen J. Qin Pheng-Ann Heng 12 142 0 22 Feb 2020
Think Locally, Act Globally: Federated Learning with Local and Global Representations Paul Pu Liang Terrance Liu Liu Ziyin Nicholas B. Allen Randy P. Auerbach David Brent Ruslan Salakhutdinov Louis-Philippe Morency FedML 18 548 0 06 Jan 2020
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion Sijie Mai Haifeng Hu Songlong Xing GAN 32 182 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 13 314 0 13 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 27 321 0 10 Nov 2019
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models Yuge Shi Siddharth Narayanaswamy Brooks Paige Philip H. S. Torr DRL 19 266 0 08 Nov 2019
Multimodal Embeddings from Language Models Shao-Yen Tseng P. Georgiou Shrikanth Narayanan 32 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 29 0 15 Aug 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 32 1,251 0 01 Jun 2019
A Plug-in Method for Representation Factorization in Connectionist Models Jee Seok Yoon Wonjun Ko Heung-Il Suk 14 1 0 27 May 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings Paul Pu Liang Y. Lim Yao-Hung Hubert Tsai Ruslan Salakhutdinov Louis-Philippe Morency SSL 26 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 16 179 0 14 Apr 2019
An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering Hui Han Chin Paul Pu Liang 16 3 0 19 Dec 2018
Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities Hai Pham Paul Pu Liang Thomas Manzini Louis-Philippe Morency Barnabás Póczós 24 403 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 22 394 0 23 Nov 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 30 198 0 12 Aug 2018
Multimodal Local-Global Ranking Fusion for Emotion Recognition Paul Pu Liang Amir Zadeh Louis-Philippe Morency 18 46 0 12 Aug 2018
Building machines that adapt and compute like brains Brenden Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 Nov 2017