Multi-Modality Collaborative Learning for Sentiment Analysis

21 January 2025

Papers citing "Multi-Modality Collaborative Learning for Sentiment Analysis"

23 / 23 papers shown

Title
Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations Dingkang Yang Mingcheng Li Linhao Qu Kun Yang Peng Zhai Song Wang Lihua Zhang 71 6 0 06 Jul 2024
Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space Zhuyang Xie Yan Yang Jie Wang Xiaorong Liu Xiaofan Li 59 7 0 13 Apr 2024
On the Use of Modality-Specific Large-Scale Pre-Trained Encoders for Multimodal Sentiment Analysis Atsushi Ando Ryo Masumura Akihiko Takashima Satoshi Suzuki Naoki Makishima Keita Suzuki Takafumi Moriya Takanori Ashihara Hiroshi Sato 91 9 0 28 Oct 2022
Video-based Cross-modal Auxiliary Network for Multimodal Sentiment Analysis Rongfei Chen Wenju Zhou Yang Li Huiyu Zhou 59 19 0 30 Aug 2022
Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis Sijie Mai Ying Zeng Shuangjia Zheng Haifeng Hu 70 125 0 04 Sep 2021
Transfer-based adaptive tree for multimodal sentiment analysis based on user latent aspects Sana Rahmani Saeid Hosseini R. Zall M. Kangavari Sara Kamran Wenlan Hua 52 22 0 27 Jun 2021
An AutoML-based Approach to Multimodal Image Sentiment Analysis Vasco Lopes António Gaspar Luís A. Alexandre João Paulo Cordeiro 96 23 0 16 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 405 2,066 0 09 Feb 2021
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 88 711 0 07 May 2020
Multilogue-Net: A Context Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation Aman Shenoy Ashish Sardana 70 109 0 19 Feb 2020
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion Sijie Mai Haifeng Hu Songlong Xing GAN 122 190 0 18 Nov 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 100 1,311 0 01 Jun 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 113 168 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 82 413 0 19 Dec 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 95,324 0 11 Oct 2018
Efficient Low-rank Multimodal Fusion with Modality-Specific Factors Zhun Liu Ying Shen V. Lakshminarasimhan Paul Pu Liang Amir Zadeh Louis-Philippe Morency 80 648 0 31 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 99 96 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 85 709 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 85 486 0 03 Feb 2018
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 89 1,237 0 23 Jul 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 124 2,945 0 26 May 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 274 1,545 0 25 Jan 2017
Multiagent Cooperation and Competition with Deep Reinforcement Learning Ardi Tampuu Tambet Matiisen Dorian Kodelja Ilya Kuzovkin Kristjan Korjus Juhan Aru Jaan Aru Raul Vicente 106 870 0 27 Nov 2015