MISA: Modality-Invariant and -Specific Representations for Multimodal
Sentiment Analysis

MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis

7 May 2020

Devamanyu Hazarika

Roger Zimmermann

Papers citing "MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis"

14 / 14 papers shown

Title
PREMISE: Matching-based Prediction for Accurate Review Recommendation Wei Han Hui Chen Soujanya Poria 19 0 0 02 May 2025
Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities Xi Fu Wei-Bang Jiang Yi Ding Cuntai Guan 36 0 0 28 Apr 2025
Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention Joe Dhanith Shravan Venkatraman Modigari Narendra Vigya Sharma Santhosh Malarvannan 57 0 0 20 Feb 2025
Towards Explainable Multimodal Depression Recognition for Clinical Interviews Wenjie Zheng Qiming Xie Zengzhi Wang Jianfei Yu Rui Xia 55 0 0 28 Jan 2025
Completed Feature Disentanglement Learning for Multimodal MRIs Analysis Tianling Liu Hongying Liu Fanhua Shang Lequan Yu Tong Han Liang Wan 18 1 0 06 Jul 2024
Speech Emotion Recognition with ASR Transcripts: A Comprehensive Study on Word Error Rate and Fusion Techniques Yuanchao Li Peter Bell Catherine Lai 28 9 0 12 Jun 2024
TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis Ming Zhou Yunfei Feng Ziqi Zhou Kai Wang Tong Wang Dong-ming Yan 28 0 0 06 Apr 2024
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition M. Tellamekala Shahin Amiriparian Björn W. Schuller Elisabeth André T. Giesbrecht M. Valstar 8 25 0 12 Jun 2022
TEASEL: A Transformer-Based Speech-Prefixed Language Model Mehdi Arjmand M. Dousti H. Moradi 15 18 0 12 Sep 2021
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis Wei Han Hui Chen Soujanya Poria 13 307 0 01 Sep 2021
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations Dushyant Singh Chauhan G. Singh Navonil Majumder Amir Zadeh Asif Ekbal P. Bhattacharyya Louis-Philippe Morency Soujanya Poria 9 17 0 03 Aug 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis Wenmeng Yu Hua Xu Ziqi Yuan Jiele Wu SSL 37 430 0 09 Feb 2021
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 51 238 0 06 Sep 2019
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 136 1,403 0 06 Jun 2016