Memory Fusion Network for Multi-view Sequential Learning

3 February 2018

Louis-Philippe Morency

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Papers citing "Memory Fusion Network for Multi-view Sequential Learning"

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Title
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs Yijie Jin Junjie Peng Xuanchao Lin Haochen Yuan Lan Wang Cangzhi Zheng 37 0 0 02 May 2025
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 43 0 0 16 Apr 2025
Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention Joe Dhanith Shravan Venkatraman Modigari Narendra Vigya Sharma Santhosh Malarvannan 81 0 0 20 Feb 2025
Multi-Modality Collaborative Learning for Sentiment Analysis Shanmin Wang Chengguang Liu Qingshan Liu 42 0 0 21 Jan 2025
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning M. Li Dingkang Yang Y. Liu Shunli Wang Jiawei Chen ... Xiaolu Hou Mingyang Sun Ziyun Qian Dongliang Kou Li Zhang 37 1 0 05 Nov 2024
Generative Emotion Cause Explanation in Multimodal Conversations Lin Wang Xiaocui Yang Shi Feng Daling Wang Yifei Zhang 39 0 0 01 Nov 2024
Generalized Multimodal Fusion via Poisson-Nernst-Planck Equation Jiayu Xiong Jing Wang Hengjing Xiang Jun Xue Chen Xu Zhouqiang Jiang 32 0 0 20 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 25 1 0 06 Oct 2024
Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis Xianbing Zhao Lizhen Qu Tao Feng Jianfei Cai Buzhou Tang 53 0 0 05 Sep 2024
Meta-Learn Unimodal Signals with Weak Supervision for Multimodal Sentiment Analysis Sijie Mai Yu Zhao Ying Zeng Jianhua Yao Haifeng Hu 28 2 0 28 Aug 2024
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis Yijie Jin 27 0 0 27 Aug 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
Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation Tao Meng Fuchen Zhang Yuntao Shou Hongen Shao Wei Ai Keqin Li 38 16 0 23 Jul 2024
A Simple Attention-Based Mechanism for Bimodal Emotion Classification Mazen Elabd S. Jaf 19 0 0 28 Jun 2024
Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations Yuntao Shou Wei Ai JiaYi Du Tao Meng Haiyan Liu Nan Yin 50 16 0 27 Jun 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey Hao Yang Yanyan Zhao Yang Wu Shilong Wang Tian Zheng Hongbo Zhang Zongyang Ma Wanxiang Che Bing Qin 42 8 0 12 Jun 2024
Evaluation of data inconsistency for multi-modal sentiment analysis Yufei Wang Mengyue Wu 34 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 54 3 0 28 May 2024
Cooperative Sentiment Agents for Multimodal Sentiment Analysis Shan Wang Hui Shuai Qingshan Liu Fei Wang LLMAG 45 1 0 19 Apr 2024
HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis Zhuojia Wu Qi Zhang Duoqian Miao Kun Yi Wei Fan Liang Hu 29 1 0 18 Apr 2024
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning Xiongye Xiao Gengshuo Liu Gaurav Gupta De-An Cao Shixuan Li Yaxing Li Tianqing Fang Mingxi Cheng Paul Bogdan 35 9 0 15 Apr 2024
Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space Zhuyang Xie Yan Yang Jie Wang Xiaorong Liu Xiaofan Li 37 6 0 13 Apr 2024
TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis Ming Zhou Yunfei Feng Ziqi Zhou Kai Wang Tong Wang Dong-ming Yan 47 0 0 06 Apr 2024
iMD4GC: Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer Fengtao Zhou Ying Xu Yanfen Cui Shenyang Zhang Yun Zhu ... Louis Ho Shing Lau Chu Han Dafu Zhang Zhenhui Li Hao Chen 30 1 0 01 Apr 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 39 2 0 16 Mar 2024
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition Cam-Van Thi Nguyen Cao-Bach Nguyen Quang-Thuy Ha Duc-Trong Le 27 0 0 27 Feb 2024
AM^2-EmoJE: Adaptive Missing-Modality Emotion Recognition in Conversation via Joint Embedding Learning Naresh Kumar Devulapally Sidharth Anand S. Bhattacharjee Junsong Yuan 30 1 0 26 Jan 2024
AMuSE: Adaptive Multimodal Analysis for Speaker Emotion Recognition in Group Conversations Naresh Kumar Devulapally Sidharth Anand S. Bhattacharjee Junsong Yuan Yu-Ping Chang 18 3 0 26 Jan 2024
Memory-Inspired Temporal Prompt Interaction for Text-Image Classification Xinyao Yu Hao Sun Ziwei Niu Rui Qin Zhenjia Bai Yen-Wei Chen Lanfen Lin VLM 39 2 0 26 Jan 2024
Toward Robust Multimodal Learning using Multimodal Foundational Models Xianbing Zhao Soujanya Poria Xuejiao Li Yixin Chen Buzhou Tang VLM 37 2 0 20 Jan 2024
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild Zhi-Song Liu Robin Courant Vicky Kalogeiton 42 6 0 08 Jan 2024
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition Zheng Lian Guoying Zhao Yong Ren Hao Gu Haiyang Sun Lan Chen Bin Liu Jianhua Tao 21 12 0 07 Jan 2024
Multimodal Sentiment Analysis with Missing Modality: A Knowledge-Transfer Approach Weide Liu Huijing Zhan Hao Chen Fengmao Lv 18 1 0 28 Dec 2023
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 28 5 0 26 Dec 2023
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition Qianrui Zhou Hua Xu Hao Li Hanlei Zhang Xiaohan Zhang Yifan Wang Kai Gao 43 12 0 22 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
GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition Zheng Lian Guoying Zhao Haiyang Sun Kang Chen Zhuofan Wen Hao Gu Bin Liu Jianhua Tao 23 27 0 07 Dec 2023
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies Mulin Tian Mahyar Khayatkhoei Joe Mathai Wael AbdAlmageed 31 6 0 28 Nov 2023
Modality-invariant and Specific Prompting for Multimodal Human Perception Understanding Hao Sun Ziwei Niu Xinyao Yu Jiaqing Liu Yen-Wei Chen Lanfen Lin 29 0 0 17 Nov 2023
Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction Cam-Van Thi Nguyen Anh-Tuan Mai The-Son Le Hai-Dang Kieu Duc-Trong Le 32 21 0 08 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
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation Md Kaykobad Reza Ashley Prater-Bennette M. Salman Asif 28 5 0 06 Oct 2023
Neuro-Inspired Hierarchical Multimodal Learning Xiongye Xiao Gengshuo Liu Gaurav Gupta Benjamin Cho Shixuan Li Yaxing Li Tianqing Fang M. Erez Michael Orshansky 29 1 0 27 Sep 2023
A Survey on Image-text Multimodal Models Ruifeng Guo Jingxuan Wei Linzhuang Sun Khai Le-Duc Guiyong Chang Dawei Liu Sibo Zhang Zhengbing Yao Mingjun Xu Liping Bu VLM 31 5 0 23 Sep 2023
UniSA: Unified Generative Framework for Sentiment Analysis Zaijing Li Ting-En Lin Yuchuan Wu Meng Liu Fengxiao Tang Mingde Zhao Yongbin Li 29 16 0 04 Sep 2023
Reinforcement Learning Based Multi-modal Feature Fusion Network for Novel Class Discovery Qiang Li Qiuyang Ma Weizhi Nie Anan Liu OffRL 41 0 0 26 Aug 2023
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition Lin Yuan Guoheng Huang Fenghuan Li Xiaochen Yuan Chi-Man Pun Guo Zhong 17 11 0 18 Aug 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
General Debiasing for Multimodal Sentiment Analysis Teng Sun Juntong Ni Wenjie Wang Liqiang Jing Yin-wei Wei Liqiang Nie 25 14 0 20 Jul 2023