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Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective

11 September 2024

Erik Cambria

Hasti Seifi

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Papers citing "Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective"

24 / 74 papers shown

Title
TransOMCS: From Linguistic Graphs to Commonsense Knowledge Hongming Zhang Daniel Khashabi Yangqiu Song Dan Roth 56 94 0 01 May 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 345 671 0 23 Mar 2020
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Yixiao Ge Dapeng Chen Hongsheng Li 96 558 0 06 Jan 2020
Factorized Multimodal Transformer for Multimodal Sequential Learning Amir Zadeh Chengfeng Mao Kelly Shi Yiwei Zhang Paul Pu Liang Soujanya Poria Louis-Philippe Morency 59 45 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 120 189 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 76 327 0 13 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 503 20,376 0 23 Oct 2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh 94 513 0 30 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 255 3,699 0 06 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 697 24,572 0 26 Jul 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 913 0 12 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 172 18,224 0 28 May 2019
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis Md. Shad Akhtar Dushyant Singh Chauhan Deepanway Ghosal Soujanya Poria Asif Ekbal P. Bhattacharyya 91 168 0 14 May 2019
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Min Zhang Rada Mihalcea 123 1,080 0 05 Oct 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 132 198 0 12 Aug 2018
Modality Distillation with Multiple Stream Networks for Action Recognition Nuno C. Garcia Pietro Morerio Vittorio Murino 86 184 0 19 Jun 2018
Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling Navonil Majumder Devamanyu Hazarika Alexander Gelbukh Min Zhang Soujanya Poria 62 325 0 16 Jun 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 219 1,306 0 23 Apr 2018
VIGAN: Missing View Imputation with Generative Adversarial Networks Chao Shang A. Palmer Jiangwen Sun Ko-Shin Chen Jin Lu J. Bi GAN 65 122 0 22 Aug 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 607 2,247 0 25 Jul 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 89 1,236 0 23 Jul 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 119 2,945 0 26 May 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 224 2,910 0 12 Dec 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 404 33,573 0 16 Oct 2013