MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations

4 March 2022

Papers citing "MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations"

40 / 40 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
Leveraging Label Potential for Enhanced Multimodal Emotion Recognition Xuechun Shao Yinfeng Yu Liejun Wang 29 0 0 07 Apr 2025
BeMERC: Behavior-Aware MLLM-based Framework for Multimodal Emotion Recognition in Conversation Yumeng Fu Junjie Wu Zhongjie Wang Meishan Zhang Yulin Wu Bingquan Liu 47 0 0 31 Mar 2025
Design of an Expression Recognition Solution Based on the Global Channel-Spatial Attention Mechanism and Proportional Criterion Fusion Jun-chen Yu Yang Zheng Lei Wang Yongqi Wang Shengfan Xu CVBM 72 0 0 15 Mar 2025
Effective Context Modeling Framework for Emotion Recognition in Conversations Cuong Tran Van Thanh V. T. Tran V. Nguyen Truong Son-Hy 78 0 0 21 Dec 2024
WavFusion: Towards wav2vec 2.0 Multimodal Speech Emotion Recognition Feng Li Jiusong Luo Wanjun Xia 69 1 0 07 Dec 2024
CMATH: Cross-Modality Augmented Transformer with Hierarchical Variational Distillation for Multimodal Emotion Recognition in Conversation Xiaofei Zhu Jiawei Cheng Zhou Yang Zhuo Chen Qingyang Wang Jianfeng Yao 18 0 0 15 Nov 2024
Retrieving Implicit and Explicit Emotional Events Using Large Language Models Guimin Hu Hasti Seifi 24 1 0 24 Oct 2024
UGotMe: An Embodied System for Affective Human-Robot Interaction Peizhen Li Longbing Cao Xiao-Ming Wu Xiaohan Yu Runze Yang 31 0 0 24 Oct 2024
Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective Guimin Hu Yi Xin Weimin Lyu Haojian Huang Chang Sun Zehan Zhu Lin Gui Ruichu Cai Erik Cambria Hasti Seifi 32 5 0 11 Sep 2024
Towards Social AI: A Survey on Understanding Social Interactions Sangmin Lee Minzhi Li Bolin Lai Wenqi Jia Fiona Ryan ... Ozgur Kara Bikram Boote Weiyan Shi Diyi Yang James M. Rehg 39 4 0 05 Sep 2024
PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis Meng Luo Hao Fei Bobo Li Shengqiong Wu Qian Liu Soujanya Poria Erik Cambria M. Lee W. Hsu 30 7 0 18 Aug 2024
ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition Xupeng Zha Huan Zhao Zixing Zhang 24 1 0 07 May 2024
Adaptive Speech Emotion Representation Learning Based On Dynamic Graph Yingxue Gao Huan Zhao Zixing Zhang 43 1 0 07 May 2024
AIMDiT: Modality Augmentation and Interaction via Multimodal Dimension Transformation for Emotion Recognition in Conversations Sheng Wu Jiaxing Liu Longbiao Wang Dongxiao He Xiaobao Wang Jianwu Dang 37 0 0 12 Apr 2024
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause Guimin Hu Zhihong Zhu Daniel Hershcovich Hasti Seifi Jiayuan Xie 27 7 0 30 Mar 2024
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations Hanlei Zhang Xin Wang Hua Xu Qianrui Zhou Kai Gao Jianhua Su jinyue Zhao Wenrui Li Yanting Chen 42 2 0 16 Mar 2024
Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations Sangmin Lee Bolin Lai Fiona Ryan Bikram Boote James M. Rehg 28 8 0 04 Mar 2024
TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection Jiamin Luo Jingjing Wang Guodong Zhou 27 1 0 04 Mar 2024
TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation Taeyang Yun Hyunkuk Lim Jeong-Hoon Lee Min Song 32 11 0 16 Jan 2024
Structured Probabilistic Coding Dou Hu Lingwei Wei Yaxin Liu Wei Zhou Songlin Hu 21 1 0 21 Dec 2023
A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning Yuntao Shou Tao Meng Wei Ai Nan Yin Keqin Li 34 30 0 10 Dec 2023
Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition Dongyuan Li Yusong Wang Kotaro Funakoshi Manabu Okumura 26 12 0 18 Nov 2023
A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations Hui Ma Jian Wang Hongfei Lin Bo Zhang Yijia Zhang Bo Xu 23 40 0 31 Oct 2023
Multimodal Prompt Transformer with Hybrid Contrastive Learning for Emotion Recognition in Conversation Shihao Zou Xianying Huang Xudong Shen 19 8 0 04 Oct 2023
Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition Bobo Li Hao Fei Lizi Liao Yu Zhao Chong Teng Tat-Seng Chua Donghong Ji Fei Li 22 30 0 08 Aug 2023
CFN-ESA: A Cross-Modal Fusion Network with Emotion-Shift Awareness for Dialogue Emotion Recognition Jiang Li Xiaoping Wang Yingjian Liu Zhigang Zeng 29 16 0 28 Jul 2023
A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition Yun-Xu Shou Xiangyong Cao Deyu Meng B. Dong Qinghua Zheng 16 48 0 16 Jun 2023
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations Dou Hu Yinan Bao Lingwei Wei Wei Zhou Song Hu 26 51 0 02 Jun 2023
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis Dou Hu Lingwei Wei Yaxin Liu Wei Zhou Songlin Hu 25 2 0 01 Jun 2023
An Empirical Study and Improvement for Speech Emotion Recognition Zhanghua Wu Yizhe Lu Xinyu Dai 11 2 0 08 Apr 2023
DST: Deformable Speech Transformer for Emotion Recognition Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 25 21 0 27 Feb 2023
SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 30 38 0 27 Feb 2023
Whose Emotion Matters? Speaking Activity Localisation without Prior Knowledge Hugo C. C. Carneiro C. Weber S. Wermter 25 5 0 23 Nov 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition Guimin Hu Ting-En Lin Yi Zhao Guangming Lu Yuchuan Wu Yongbin Li 31 110 0 21 Nov 2022
Deep Emotion Recognition in Textual Conversations: A Survey Patrícia Pereira Helena Moniz Joao Paulo Carvalho 37 15 0 16 Nov 2022
VISTANet: VIsual Spoken Textual Additive Net for Interpretable Multimodal Emotion Recognition Puneet Kumar Sarthak Malik Balasubramanian Raman Xiaobai Li 13 2 0 24 Aug 2022
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation Chen Liang Chong Yang Jing Xu Juyang Huang Yongliang Wang Yang Dong 31 24 0 23 Dec 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation Jingwen Hu Yuchen Liu Jinming Zhao Qin Jin 37 199 0 14 Jul 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014