Memory Fusion Network for Multi-view Sequential Learning

3 February 2018

Louis-Philippe Morency

ArXiv PDF HTML

Papers citing "Memory Fusion Network for Multi-view Sequential Learning"

50 / 181 papers shown

Title
Multimodal Learning using Optimal Transport for Sarcasm and Humor Detection Shraman Pramanick A. Roy Vishal M. Patel 14 57 0 21 Oct 2021
Unsupervised Multimodal Language Representations using Convolutional Autoencoders Panagiotis Koromilas Theodoros Giannakopoulos SSL 25 10 0 06 Oct 2021
Multi-Modal Sarcasm Detection Based on Contrastive Attention Mechanism Xiaoqiang Zhang Ying Chen Guang-ying Li 24 11 0 30 Sep 2021
Neural Dependency Coding inspired Multimodal Fusion Shiv Shankar 34 2 0 28 Sep 2021
Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks Gaël Guibon Matthieu Labeau Hélène Flamein Luce Lefeuvre Chloé Clavel 49 33 0 20 Sep 2021
A Multimodal Sentiment Dataset for Video Recommendation Hongxuan Tang Hao Liu Xinyan Xiao Hua-Hong Wu VGen 13 2 0 17 Sep 2021
TEASEL: A Transformer-Based Speech-Prefixed Language Model Mehdi Arjmand M. Dousti H. Moradi 33 18 0 12 Sep 2021
Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis Sijie Mai Ying Zeng Shuangjia Zheng Haifeng Hu 21 116 0 04 Sep 2021
Improving Multimodal fusion via Mutual Dependency Maximisation Pierre Colombo E. Chapuis Matthieu Labeau Chloé Clavel 13 30 0 31 Aug 2021
Graph Capsule Aggregation for Unaligned Multimodal Sequences Jianfeng Wu Sijie Mai Haifeng Hu 21 32 0 17 Aug 2021
ST-PCNN: Spatio-Temporal Physics-Coupled Neural Networks for Dynamics Forecasting Yu Huang James Li Min Shi H. Zhuang Xingquan Zhu Laurent Chérubin James H. VanZwieten Yufei Tang AI4CE PINN 23 6 0 12 Aug 2021
Multi-modal Residual Perceptron Network for Audio-Video Emotion Recognition Xin Chang W. Skarbek 22 19 0 21 Jul 2021
M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis Xingbo Wang Jianben He Zhihua Jin Muqiao Yang Yong Wang Huamin Qu 11 75 0 17 Jul 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation Jingwen Hu Yuchen Liu Jinming Zhao Qin Jin 37 199 0 14 Jul 2021
Sentence-level Online Handwritten Chinese Character Recognition Yunxin Li Qian Yang Qingcai Chen Lin Ma Baotian Hu Xiaolong Wang Yuxin Ding 11 0 0 04 Jul 2021
Highlight Timestamp Detection Model for Comedy Videos via Multimodal Sentiment Analysis F. Huang 11 0 0 28 May 2021
Multi-modal Sarcasm Detection and Humor Classification in Code-mixed Conversations Manjot Bedi Shivani Kumar Md. Shad Akhtar Tanmoy Chakraborty 14 67 0 20 May 2021
HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities Jiayi Chen Aidong Zhang 14 15 0 17 May 2021
A Review on Explainability in Multimodal Deep Neural Nets Gargi Joshi Rahee Walambe K. Kotecha 29 139 0 17 May 2021
Relation-aware Hierarchical Attention Framework for Video Question Answering Fangtao Li Ting Bai Chenyu Cao Zihe Liu C. Yan Bin Wu 45 14 0 13 May 2021
Weakly-supervised Multi-task Learning for Multimodal Affect Recognition Wenliang Dai Samuel Cahyawijaya Yejin Bang Pascale Fung CVBM 33 11 0 23 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 23 175 0 31 Mar 2021
Exercise? I thought you said Éxtra Fries': Leveraging Sentence Demarcations and Multi-hop Attention for Meme Affect Analysis Shraman Pramanick Md. Shad Akhtar Tanmoy Chakraborty 14 17 0 23 Mar 2021
Multimodal End-to-End Sparse Model for Emotion Recognition Wenliang Dai Samuel Cahyawijaya Zihan Liu Pascale Fung CVBM 8 79 0 17 Mar 2021
Video Sentiment Analysis with Bimodal Information-augmented Multi-Head Attention Ting-Wei Wu Jun-jie Peng Wenqiang Zhang Huiran Zhang Chuan Ma Yansong Huang 30 84 0 03 Mar 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis Wenmeng Yu Hua Xu Ziqi Yuan Jiele Wu SSL 52 440 0 09 Feb 2021
MONAH: Multi-Modal Narratives for Humans to analyze conversations Joshua Y. Kim Greyson Y. Kim Chunfeng Liu R. Calvo Silas C. R. Taylor K. Yacef 29 6 0 18 Jan 2021
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis Dimitris Gkoumas Qiuchi Li Shahram Dehdashti Massimo Melucci Yijun Yu D. Song 36 24 0 12 Jan 2021
Analyzing Unaligned Multimodal Sequence via Graph Convolution and Graph Pooling Fusion Sijie Mai Songlong Xing Jiaxuan He Ying Zeng Haifeng Hu GNN 11 21 0 27 Nov 2020
Hierachical Delta-Attention Method for Multimodal Fusion Kunjal Panchal 11 1 0 22 Nov 2020
Improving Multimodal Accuracy Through Modality Pre-training and Attention Aya Abdelsalam Ismail Mahmudul Hasan F. Ishtiaq 20 17 0 11 Nov 2020
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences Jianing Yang Yongxin Wang Ruitao Yi Yuying Zhu Azaan Rehman Amir Zadeh Soujanya Poria Louis-Philippe Morency 34 11 0 22 Oct 2020
Multimodal Research in Vision and Language: A Review of Current and Emerging Trends Shagun Uppal Sarthak Bhagat Devamanyu Hazarika Navonil Majumdar Soujanya Poria Roger Zimmermann Amir Zadeh 23 6 0 19 Oct 2020
Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis Sunny Verma Jiwei Wang Zhefeng Ge Rujia Shen Fan Jin Yang Wang Fang Chen Wei Liu 29 20 0 16 Oct 2020
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations Deepanway Ghosal Navonil Majumder Alexander Gelbukh Rada Mihalcea Soujanya Poria 50 315 0 06 Oct 2020
Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition Jean-Benoit Delbrouck Noé Tits Stéphane Dupont 33 20 0 05 Oct 2020
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition Wenliang Dai Zihan Liu Tiezheng Yu Pascale Fung 40 34 0 21 Sep 2020
Collaborative Attention Mechanism for Multi-View Action Recognition Yue Bai Zhiqiang Tao Lichen Wang Sheng Li Yu Yin Y. Fu HAI 23 16 0 14 Sep 2020
Semi-supervised Multi-modal Emotion Recognition with Cross-Modal Distribution Matching Jingjun Liang Ruichen Li Qin Jin 6 55 0 05 Sep 2020
Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention Bin Duan Hao Tang Wei Wang Ziliang Zong Guowei Yang Yan Yan 33 59 0 14 Aug 2020
Memory based fusion for multi-modal deep learning Darshana Priyasad Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes 15 0 0 16 Jul 2020
Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents Eda Okur Shachi H. Kumar Saurav Sahay L. Nachman 17 7 0 08 Jul 2020
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis Jean-Benoit Delbrouck Noé Tits Mathilde Brousmiche Stéphane Dupont 15 110 0 29 Jun 2020
Instance Explainable Temporal Network For Multivariate Timeseries N. Madiraju H. Karimabadi AI4TS 16 0 0 26 May 2020
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 21 669 0 07 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 42 207 0 01 May 2020
MCQA: Multimodal Co-attention Based Network for Question Answering Abhishek Kumar Trisha Mittal Tianyi Zhou 11 14 0 25 Apr 2020
Emotions Don't Lie: An Audio-Visual Deepfake Detection Method Using Affective Cues Trisha Mittal Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 28 253 0 14 Mar 2020
Gated Mechanism for Attention Based Multimodal Sentiment Analysis Ayush Kumar Jithendra Vepa 44 82 0 21 Feb 2020
Multilogue-Net: A Context Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation Aman Shenoy Ashish Sardana 13 103 0 19 Feb 2020