Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition

15 January 2022

Papers citing "Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition"

35 / 35 papers shown

Title
Unimodal-driven Distillation in Multimodal Emotion Recognition with Dynamic Fusion Jiagen Li Rui Yu Huihao Huang HuaiCheng Yan 129 0 0 31 Mar 2025
RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition Xudong Yang Yizhang Zhu Nan Tang Yuyu Luo 120 0 0 09 Feb 2025
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition Wenwen Qiang Yuxuan Yang Jingyao Wang Changwen Zheng 125 0 0 18 Dec 2024
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 112 3,174 0 12 Jan 2023
Deep Multimodal Fusion by Channel Exchanging Yikai Wang Wenbing Huang Gang Hua Tingyang Xu Yu Rong Junzhou Huang 56 244 0 10 Nov 2020
Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac Adrià Recasens R. Schneider Relja Arandjelović Jason Ramapuram J. Fauw Lucas Smaira Sander Dieleman Andrew Zisserman SSL 124 374 0 29 Jun 2020
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 70 706 0 07 May 2020
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle Trisha Mittal P. Guhan Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 110 134 0 14 Mar 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos Sicheng Zhao Yunsheng Ma Yang Gu Jufeng Yang Tengfei Xing Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 50 99 0 12 Feb 2020
Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network Wenxiang Jiao Michael R. Lyu Irwin King 59 120 0 20 Nov 2019
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion Sijie Mai Haifeng Hu Songlong Xing GAN 84 188 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 54 325 0 13 Nov 2019
M3ER: Multiplicative Multimodal Emotion Recognition Using Facial, Textual, and Speech Cues Trisha Mittal Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 71 240 0 09 Nov 2019
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition Tianshui Chen Muxi Xu X. Hui Hefeng Wu Liang Lin 78 289 0 20 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 81 1,304 0 01 Jun 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 98 1,001 0 07 Apr 2019
Collaboration based Multi-Label Learning Lei Feng Bo An Shuo He 37 55 0 08 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 71 412 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 68 402 0 23 Nov 2018
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations Navonil Majumder Soujanya Poria Devamanyu Hazarika Rada Mihalcea Alexander Gelbukh Min Zhang 64 721 0 01 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 54 246 0 11 Aug 2018
Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis Hai Pham Thomas Manzini Paul Pu Liang Barnabás Póczós 72 64 0 11 Jul 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 110 408 0 16 Jun 2018
SGM: Sequence Generation Model for Multi-label Classification Pengcheng Yang Xu Sun Wei Li Shuming Ma Wei Wu Houfeng Wang 54 382 0 13 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 65 648 0 31 May 2018
Memory Fusion Network for Multi-view Sequential Learning Amir Zadeh Paul Pu Liang Navonil Mazumder Soujanya Poria Min Zhang Louis-Philippe Morency 76 706 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 77 485 0 03 Feb 2018
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 77 1,236 0 23 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 101 2,932 0 26 May 2017
Multi-Label Learning with Global and Local Label Correlation Yue Zhu James T. Kwok Zhi Zhou 58 303 0 04 Apr 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 233 6,030 0 26 Sep 2014