PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis

19 December 2023

Papers citing "PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis"

6 / 6 papers shown

Title
On Uni-Modal Feature Learning in Supervised Multi-Modal Learning Chenzhuang Du Jiaye Teng Tingle Li Yichen Liu Tianyuan Yuan Yue Wang Yang Yuan Hang Zhao 86 38 0 02 May 2023
Learning Multimodal Data Augmentation in Feature Space Zichang Liu Zhiqiang Tang Xingjian Shi Aston Zhang Mu Li Anshumali Shrivastava A. Wilson 39 19 0 29 Dec 2022
Analyzing Modality Robustness in Multimodal Sentiment Analysis Devamanyu Hazarika Yingting Li Bo Cheng Shuai Zhao Roger Zimmermann Soujanya Poria 34 32 0 30 May 2022
SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features Gwantae Kim D. Han Hanseok Ko 47 42 0 06 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 52 440 0 09 Feb 2021
The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements Lukas Stappen Alice Baird Lea Schumann Björn Schuller 42 59 0 15 Jan 2021