Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup
Consistent Module

Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module

22 August 2022

Papers citing "Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module"

17 / 17 papers shown

Title
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark Hanlei Zhang Zhuohang Li Yeshuang Zhu Hua Xu Peiwu Wang Haige Zhu Jie Zhou Jinchao Zhang 39 0 0 23 Apr 2025
Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis Miaosen Luo Yuncheng Jiang Sijie Mai 41 0 0 16 Apr 2025
DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis Efthymios Georgiou V. Katsouros Yannis Avrithis Alexandros Potamianos 24 1 0 15 Apr 2025
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Yunkai Dang Kaichen Huang Jiahao Huo Yibo Yan S. Huang ... Kun Wang Yong Liu Jing Shao Hui Xiong Xuming Hu LRM 101 14 0 03 Dec 2024
SentiXRL: An advanced large language Model Framework for Multilingual Fine-Grained Emotion Classification in Complex Text Environment Jie Wang Yichen Wang Zhilin Zhang Jianhao Zeng Kaidi Wang Zhiyang Chen 67 0 0 27 Nov 2024
Enhancing Multimodal Affective Analysis with Learned Live Comment Features Zhaoyuan Deng Amith Ananthram Kathleen McKeown 19 0 0 21 Oct 2024
Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis Xinyu Feng Yuming Lin Lihua He You Li Liang Chang Ya Zhou 23 1 0 06 Oct 2024
Open-vocabulary Multimodal Emotion Recognition: Dataset, Metric, and Benchmark Zheng Lian Haiyang Sun Licai Sun Lan Chen Haoyu Chen ... Rui Liu Shan Liang Ya Li Jiangyan Yi Jianhua Tao VLM 25 0 0 02 Oct 2024
Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective Guimin Hu Yi Xin Weimin Lyu Haojian Huang Chang Sun Z. Zhu Lin Gui Ruichu Cai Erik Cambria Hasti Seifi 30 5 0 11 Sep 2024
End-to-end Semantic-centric Video-based Multimodal Affective Computing Ronghao Lin Ying Zeng Sijie Mai Haifeng Hu VGen 45 0 0 14 Aug 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey Hao-Yu Yang Yanyan Zhao Yang Wu Shilong Wang Tian Zheng Hongbo Zhang Zongyang Ma Wanxiang Che Bing Qin 36 8 0 12 Jun 2024
Evaluation of data inconsistency for multi-modal sentiment analysis Yufei Wang Mengyue Wu 29 1 0 05 Jun 2024
Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model Wenbing Li Hang Zhou Junqing Yu Zikai Song Wei Yang Mamba 46 3 0 28 May 2024
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition Zheng Lian Licai Sun Yong Ren Hao Gu Haiyang Sun Lan Chen Bin Liu Jianhua Tao 21 12 0 07 Jan 2024
PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis Efthymios Georgiou Yannis Avrithis Alexandros Potamianos 20 1 0 19 Dec 2023
On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era Shahin Amiriparian Artem Sokolov Ilhan Aslan Lukas Christ Maurice Gerczuk ... M. Milling Sandra Ottl Ilya Poduremennykh E. Shuranov Björn W. Schuller 33 17 0 20 Apr 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