Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages
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- TB-MEN: Text-Centric Bidirectional Modality Enhancement Network for Multimodal Sentiment AnalysisJieqiang Zhang, Ming Yin, Geng Wei, Daming Shi, Yi Guo · 2026 · IEEE Transactions on Audio Speech and Language Processing
- A Semantically-Driven Multimodal Sentiment Analysis Framework With Temporal and Synergistic AttentionYonghong Xie · 2026 · International Journal on Semantic Web and Information Systems
- HLCN: A Hypergraph Laplace Contrastive Network for enhanced multimodal sentiment analysisCheng Qian, Ruotian Zhang, Ying Mao, Jiwu Cao, Fei Long, Jun Sang · 2026 · Pattern Recognition Letters
- AMCCL: Adaptive Multi-scale Convolution Fusion Network with Contrastive Learning for Multimodal Sentiment AnalysisJiakang Yu, Mingxin Li, Hongtao Deng, Wang Gao Wang Gao, Xun Zhu · 2026 · Lecture notes in computer science
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- Sequential Late Fusion Technique for Multi-modal Sentiment AnalysisDebapriya Banerjee, Fotios Lygerakis, Fillia S. Makedon · 2021 · International Conference on PErvasive Technologies Related to Assistive Environments (PETRA)
- Supervised Contrastive Learning for Robust and Efficient Multi-modal Emotion and Sentiment AnalysisAhmed Gomaa, Andreas Maier, Ronak Kosti · 2022 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
- Multimodal Sentiment Analysis under modality deficiency with prototype-Augmentation in software engineeringBaolei Wang, Xuan Zhang, Kunpeng Du, Chen Gao, Linyu Li · 2023 · IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
- Robust Contrastive Learning With Dynamic Mixed MarginJunhyuk So, Yongtaek Lim, Yewon Kim, Changdae Oh, Kyungwoo Song · 2023 · IEEE Access
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- Adversarial Training and Cross-modal Feature Fusion in Multimodal Sentiment AnalysisJunhuai Li, Chuang Lin, Huaijun Wang, Yuxing Zhi, Jing Chen, Tao Huang · 2025 · IEEE International Conference on Acoustics Speech and Signal Processing
- BiMSA: Multimodal Sentiment Analysis Based on BiGRU and Bidirectional Interactive AttentionQi Wang, Hai-Zheng Yu, Yao Wang, Hong-Li Bian · 2025 · The European Journal on Artificial Intelligence
- ProNet: A contrastive propagation network for multimodal lifelong clusteringYiqiao Mao, Zirui Hu, Qiang Guo, Xiaoqiang Yan, Yangdong Ye · 2025 · Knowledge-Based Systems
- Triaxial modality attention fusion with top-down mask generation for enhanced multimodal sentiment analysisCheng Feng, Hai Yang, Shuxian Wang, Xue Li · 2025 · The Journal of Supercomputing
- Contextual multimodal sentiment analysis with information enhancementDandan Jiang, Dongsheng Zou, Zhipeng Deng, Jingpei Dan · 2020 · Journal of Physics Conference Series
- Big Data and Multimodal Communication: A Perspective ViewCostanza Navarretta, Lucretia Oemig · 2019 · Intelligent systems reference library
- Fine-grained Multimodal Sentiment Analysis Based on Gating and Attention MechanismYingxue Sun, Junbo Gao · 2021 · Electronics Science Technology and Application
- Model-Agnostic Temporal Regularizer for Object Localization Using Motion FieldsCarlos Santiago, Daniela O. Medley, Jorge Salvador Marques, Jacinto C. Nascimento · 2022 · IEEE Transactions on Image Processing
- MSDD: A Multimodal Language Dateset for Stance DetectionMengyang Hu, Pengyuan Liu, Weikang Wang, Hu Zhang, Chengxiao Lin · 2023 · Lecture notes in computer science
- Augmenting pre-trained language models with audio feature embedding for argumentation mining in political debatesRafael Mestre, Stuart E. Middleton, Matt E. Ryan, Masood Gheasi, Timothy J. Norman, Jiatong Zhu · 2023 · Findings of the Association for Computational Linguistics: EACL
- PMFNet: A Progressive Multichannel Fusion Network for Multimodal Sentiment AnalysisJiaming Li, Chuanqi Tao, Donghai Guan · 2023 · Communications in computer and information science
- Self-Distillation and Pinyin Character Prediction for Chinese Spelling Correction Based on MultimodalityLi He, Feng Liu, Jie Liu, Jianyong Duan, Hao Wang · 2024 · Applied Sciences
- Multimodal Language Analysis with Recurrent Multistage FusionPaul Pu Liang, Liu Ziyin, Amir Zadeh, Louis‐Philippe Morency · 2018 · arXiv (Cornell University)
- Pseudo-Encoded Stochastic Variational InferenceAmir Zadeh, Smon Hessner, Yao Chong Lim, Morency, Louis-Phlippe · 2019 · arXiv (Cornell University)
- A Residual Multi-Scale Convolutional Transformer Network with Chunk-level Log-Mel Spectrograms for Speech Emotion RecognitionTianhao Yan, Hao Meng, Emilia Parada‐Cabaleiro, Jianhua Tao, Björn Wolfgang Schuller · 2022
- A Sneak Preview of Sentiment AnalysisRoopal Mamtora, Lata L. Ragha · 2018 · International Conference on Smart City and Emerging Technology (ICSCET)
- A Method with Universal Transformer for Multimodal Sentiment AnalysisHao Ai, Ying Liu, Jie Fang, Sheikh Faisal Rashid · 2022
- Learning Co-Speech Gesture for Multimodal Aphasia Type DetectionDaeun Lee, Sejung Son, Hyolim Jeon, Seungbae Kim, Jinyoung Han · 2023 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Measuring Similarity of Dual-Modal Academic Data Based on Multi-Fusion Representation LearningLi Zhang, Qiang Gao, Ming Liu, Zepeng Gu, Bo Lang · 2024 · IEEE Access
- Sentiment Confidence Separation: A Trust-Optimized Framework for Multimodal Sentiment ClassificationZemin Tang, Min Shi, Zhibang Yang, Xu Zhou, Cen Chen, Joey Tianyi Zhou · 2024 · IEEE International Conference on Multimedia and Expo (ICME)
- Greedy Fusion Oriented Representations for Multimodal Sentiment AnalysisRan Xu · 2024 · Lecture notes in computer science
- Transferring Personality Knowledge to Multimodal Sentiment AnalysisKang Zhu, Xuefei Liu, Heng Xie, Cong Cai, Ruibo Fu, Guanjun Li, Zhengqi Wen, Jianhua Tao, Cunhang Fan, Zhao Lv et al. · 2024 · International Symposium on Chinese Spoken Language Processing (ISCSLP)
- Cross-Modality Disentangled Information Bottleneck Strategy for Multimodal Sentiment AnalysisZhengnan Deng, Guoheng Huang, Guo Zhong, Xiaochen Yuan, Lian Huang, Chi‐Man Pun · 2024 · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics
- Sentiment Analysis of Multimodal Content: A Fusion of Visual and Textual CluesIrtika Khan, Siddhi Kadu · 2024 · International Conference on Innovation and Novelty in Engineering and Technology (INNOVA)
- APOLLO: Differential Private Online Multi-Sensor Data Prediction with Certified PerformanceHonghui Xu, Wei Li, Shaoen Wu, Liang Zhao, Zhipeng Cai · 2024 · Proceedings
- TDMER: A Task-Driven Method for Multimodal Emotion RecognitionQian Xu, Yu Gu, Chenyu Li, He Zhang, Hai Xiang Lin, Linsong Liu · 2025 · IEEE International Conference on Acoustics Speech and Signal Processing
- Fine-grained Semantic Disentanglement Network for Multimodal Sarcasm AnalysisJiajia Tang, Binbin Ni, Feiwei Zhou, Dongjun Liu, Yu Ding, Yong Kang Peng, Andrzej S Cichocki, Qibin Zhao, Wanzeng Kong · 2025 · ACM Transactions on Multimedia Computing Communications and Applications
- HPFA: A hybrid perception and feature attention framework for multimodal sentiment analysis with missing modalitiesYu Chai Sun, Bin Gao, Linlin Li, Yutong Li, Shutian Liu, Zhengjun Liu · 2026 · Applied Soft Computing
- Knowledge Distillation and Contrastive Learning for Robust Multimodal Sentiment Analysis with Missing DataYue Wang, Weiliang Zhang, Ning Sun · 2024 · IEEE International Conference on Communication Technology (ICCT)
- A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal AdapterZirun Guo, Xize Cheng, Yangyang Wu, Tao Jin · 2025 · Proceedings of the AAAI Conference on Artificial Intelligence
- AGCL: Attention Aggregation Contrastive Learning for Multimodal Emotion AnalysisShiqi Wang · 2025 · International Symposium on Computer Applications and Information Systems (ISCAIS)
- Multi-Dilated Transformer for Multimodal Sentiment AnalysisSenyuan Xie, Ziqi Hu, Xiaohong Xie, Yu Mao, Xinyu Zhen, Xiaoli Zeng · 2025 · International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)
- Adaptive Agent Semantic Aggregation Network for Multimodal Sentiment AnalysisYue Su, X. Y. Zhao · 2025 · International Conference on Multimedia Retrieval
- Exploring Feature Interactions for Multimodal Sentiment AnalysisDan Xu, Chi Zhang · 2025 · International Journal of Cognitive Informatics and Natural Intelligence
- Multimodal sentiment analysis based on slice aggregation and dynamic fusionZhouwen Zhan, Dongtao Cao, Zheyi Chen, Hongju Cheng, Zhiyong Yu · 2025 · CCF Transactions on Pervasive Computing and Interaction
- A Character-Image-Modality and Multi-Label Auxiliary Model for Chinese Sentiment AnalysisLiya Wang, Zhe Chen, Ming Zhang, Vasile Palade · 2025 · IEEE Access
- The feature deep fusion model for multimodal emotion analysis based on transformerYidi Zhou · 2025 · Journal of Computational Methods in Sciences and Engineering
- Creating Multimodal Interactive Digital Twin Characters From Videos: A Dataset and BaselineMeidai Xuanyuan, Yuwang Wang, Honglei Guo, Hanshi Qu, Kun Zhang, Zhongming Li, Danping Yan, Tao Yu, Jianhua Tao, Qionghai Dai · 2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Self-Supervised Guided Modality Disentangled Representation Learning for Multimodal Sentiment Analysis and Schizophrenia AssessmentHsin-Yang Chang, An-Sheng Liu, Yi‐Ting Lin, Chen‐Chung Liu, Lue-En Lee, Fengyi Chen, Shu‐Hui Hung, Li‐Chen Fu · 2025 · IEEE Journal of Biomedical and Health Informatics
- MSAF-CF: A Multimodal Sentiment Analysis Framework Based on Feature Enhancement and Cross-FusionZhongliang Wei, Ruofan Chen, Jing Sun · 2025 · IEEE Access
- Asymmetric simulation-enhanced flow reconstruction for incomplete multimodal learningJiacheng Yao, Jing Zhang, Yixiao Wang, Zhuo Li · 2025 · Pattern Recognition
- Multimodal Sentiment Analysis and Depression Detection of Social Media Users Based on MLPZiteng Wu · 2025 · IEEE International Conference on Image Processing and Computer Applications (ICIPCA)
- CR-GAC: Cross-modal Recombination via Graph-Attention Collaborative Optimization for multimodal sentiment analysisHaoran Chen, Jiapeng Liu, Zuhe Li, Yushan Pan, Hongwei Tao, Huaiguang Wu, Yunyang Wang, Chenguang Yang · 2025 · Expert Systems with Applications
- MPFBL: Modal pairing-based cross-fusion bootstrap learning for multimodal emotion recognitionYong Zhang, Yongqing Liu, HongKai Li, Cheng Cheng, Ziyu Jia · 2025 · Neurocomputing
- EmoDuo: A Dual-Tower Framework for Efficient and Robust Multimodal Sentiment AnalysisJiaqi Su · 2025 · International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA)
- PgM: Partitioner Guided Modal Learning FrameworkGuimin Hu, Yuchen Xin, Lijie Hu, Zhihong Zhu, Hasti Seifi · 2025 · ACM International Conference on Multimedia (ACM MM)
- MDMU:Multimodal Dynamic Mamba UNet for Multimodal sentiment analysisWeibin Li, Jiazheng Huang, Bohuan Xue, Wenhao Shao, Yijun Liu, Xiaoyu Tang · 2025 · IEEE International Conference on Multimedia and Expo (ICME)
- Multimodal Sentiment Analysis via Progressive Fusion of Audio-Visual Affective DescriptionsLisong Ou, Zhixin Li · 2025 · ACM International Conference on Information and Knowledge Management (CIKM)
- MKDF: Knowledge Distillation Based Lightweight Multimodal Framework for Emotion RecognitionYiwen Wang, Yujian Sun, Bingtian Qiao, Cheng Wang, Zeyu Li, Shanliang Yang · 2025 · Communications in computer and information science
- MSLMamba: Mamba-driven cross-modal fusion network with modality-specific learning for multimodal sentiment analysisFei Ma, Shuzhi Li, Feixia Yang, Guangxian Xu · 2025 · Neurocomputing
- Multimodal Sentiment Analysis with Missing Modality: A Knowledge-Transfer ApproachWeide Liu, Huijing Zhan · 2025 · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
- Progressive Learning Framework With Missing Modality Reconstruction for Multimodal Emotion RecognitionHaoqin Sun, Xugang Lu, Jingguang Tian, Jiaming Zhou, Jiabei He, Hui Wang, Xiangyu Kong, Xinhui Hu, Yong Qin · 2025 · IEEE Transactions on Audio Speech and Language Processing
- MCIHN: A Hybrid Network Model Based on Multi-path Cross-modal Interaction for Multimodal Emotion RecognitionHaoyang Zhang, Yang Zhou, Ke Sun, Yucai Pang, Guoliang Xu · 2025 · ACM International Conference on Multimedia in Asia (MMAsia)
- Multimodal Sentiment Analysis with Contrastive Constraint PropagationGuoping Wang, Ming Zhang · 2025 · ACM International Conference on Multimedia in Asia (MMAsia)
- A dual-modality deep learning approach for fine-grained sentiment analysis using speech and textDivya Agrawal, Maroti Deshmukh, Surendra Singh · 2025 · Knowledge-Based Systems
- Hierarchical Multi-Criteria Representation Fusion for Robust Incomplete Multimodal Sentiment AnalysisYijing Dai, Yingjian Li, Jinxing Li, Guangming Lu · 2025 · IEEE Transactions on Affective Computing
- Mitigating modality imbalance in multimodal sentiment analysis via emotion-enriched visual encoding and pyramid gated fusionFushun E, Yuanyi Luo, Jiafeng Liu, Rui Wu · 2025 · Neurocomputing
- Multimodal Emotion Recognition with Temporal Slicing Encoder and Attention-Enhanced Synergy IntegrationHaoyu Wang, Bengong Yu, Zhonghao Xi, Shuping Zhao, Ying Yang · 2026 · IEEE Transactions on Multimedia
- Text-Dominant Disentangled Fusion Network for Multimodal Sentiment AnalysisTengfei Xiao, Zhiyong Wang, Gaoxiang Ouyang, Jin Li · 2025 · IFAC-PapersOnLine
- A Review of Multimodal Sentiment Analysis in Online Public Opinion MonitoringShuxian Liu, Tianyi Li · 2026 · Informatics
- Black-Box Test-Time EnsembleSiyang Li, Ziwei Wang, Chenhao Liu, Dongrui Wu · 2026 · IEEE Computational Intelligence Magazine
- G-TBML: GAN-enhanced Transformer-based Multimodal Binding Learning ModelWenting Qu, Bin Wei · 2025 · International Conference on Machine Learning and Computer Application (ICMLCA)
- Transformer based Multimodal Mental Health Assessment Framework Using Cross-Attention Mechanisms on Audio-Visual DataArun Kumar Singh, Arun Kumar Shukla · 2025 · IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT)
- Fusion decomposition and backbone gathering based multimodal sentiment analysis under uncertain missing modalitiesHongxiang Sun, Zhizhong Liu, Dianhui Chu, Quan Z. Sheng, Zhaowei Liu, Yingjie Wang, Adnan Mahmood · 2026 · Information Processing & Management
- Multimodal sentiment analysis based on dual perspective modelingTuerhong Gulanbaier, Wang Hao, Mairidan Wushouer · 2026 · Multimedia Systems
- Refined separated representation learning and conflict alleviation for multimodal sentiment analysisYaoyao Zheng, Anjiang Lu, Senyang Peng, Yang Chen, Xishun Peng · 2026 · Journal of King Saud University - Computer and Information Sciences
- DMIC2: A dynamic modality importance and cascaded cross-attention framework for multimodal sentiment analysisJinming Ping, Ruicong Zhi, Shufan Guo, Yuewu Hou, Xiaoyuan Liang, Fei Wan · 2026 · Knowledge-Based Systems
- Insight Into Neighborhood Information: A Novel Multimodal Sentiment Analysis Approach With Joint Alignment, Fusion, and DenoisingDongtao Cao, Jiale Zhang, Zheyi Chen, Hongju Cheng · 2026 · IEEE Transactions on Computational Social Systems
- Hierarchical Graph Fusion with Mutual Information Enhancement for Robust Multimodal Sentiment AnalysisNanjie Zheng, Yiyang Tang, Jiuzhou Chen, Haoming Liu, Qian Chen · 2026 · Journal of King Saud University - Computer and Information Sciences
- AttMamba: Mamba with attention mechanism for multimodal depression detectionXiangyun Zheng, Yingjian Liu, Z.Y. Zha, Minghuan Lv, Hao Wang · 2026 · Neurocomputing
- DKTCF: Dual-view knowledge enhanced text-guided contrastive fusion for multimodal sentiment analysisYimeng Zhan, Zhixin Qu, Jing Li, Donghong Han · 2026 · Neurocomputing
- A contrastive graph-transformer network model for multimodal sentiment analysisHoang Nam Do, Huyen Trang Phan, Ngoc Thanh Nguyên · 2026 · Applied Intelligence
- Hybrid Progressive Fusion Network for Multimodal Sentiment AnalysisXiang Li, Jidong Leng, Xianfu Cheng, Tianbo Wang, Xiaoming Zhang · 2026 · IEEE International Conference on Acoustics Speech and Signal Processing
- CMDPAD: A Chinese multimodal dynamic personality and affect dataset for affect prediction in conversationsZisen Zhou, Heng Xie, Chang Wen, Xuefei Liu, Jianhua Tao, Zhengqi Wen, Changsheng Li, Zheng Lian, Jinming Zhao, Bingsen Xiong et al. · 2026 · Pattern Recognition
- Dynamic cross-instance context mining for multimodal sentiment analysisHaiying Xia, Youyong Cheng, Yumei Tan, Shuxiang Song · 2026 · Information Processing & Management
- Decoding emotions: a survey of multimodal sentiment analysis in the digital age in artificial intelligenceAkanksha Puri, Amrit Lal Sangal, Harsh K. Verma, Shilpa Mahajan · 2026 · Knowledge and Information Systems
- Dynamic Interaction-Aware and Causality-Disentangled Framework for Multimodal Sentiment AnalysisHu Jian, D F Chen, Bo Lei, Sun Jinhua · 2026 · International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)
- HDR: Hypergraph dynamic representation network for multimodal sentiment analysisKejiang Xiao, Cheng Zhang, Shiyan Pang · 2026 · Expert Systems with Applications
- Modality-Incomplete Human Status Recognition on Mobile Devices With Multi-Scale Relation and Semantic-Matching DistillationXu Xu, Chong Fu, Chi Lin, J C Chen · 2026 · IEEE Transactions on Mobile Computing
- Improving Cross-Modal Semantic Alignment with Cross-Modal Joint Semantic Transformer for Multimodal Sentiment AnalysisWenxuan Zhang, Jihong Ding, Huazhong Liu, Tingting Han, Yuanhan Liu, Laurence T. Yang · 2026 · Big Data Mining and Analytics
- Multimodal Fusion Representation Learning Based on Differential PrivacyChaoxin Cai, Yingpeng Sang, Jinghao Huang, Maliang Zhang, Weizheng Li · 2022 · Lecture notes in computer science
- Quantifying emotions through quantum computationsJaiteg Singh, Kamalpreet Singh Bhangu · 2023 · International Journal of Quantum Information
- Multimodal Emotion Analysis Model based on Interactive Attention MechanismBainan Zhou, Xu Li · 2023 · Frontiers in Computing and Intelligent Systems
- PSRMER: Proactive Services Recommendation Driven-by Multimodal Emotion RecognitionZhizhong Liu, Guangyu Huang, Dianhui Chu, Yuhang Sun · 2023 · IEEE International Conference on Web Services (ICWS)
- Multimodal Sentimental Analysis Using Hierarchical Fusion TechniqueA D Tharani, J Aravinth · 2023 · IEEE India Council International Subsections Conference (INDISCON)
- CH-MEAD: A Chinese Multimodal Conversational Emotion Analysis Dataset with Fine-Grained Emotion TaxonomyYu-Ping Ruan, Shukai Zheng, Jiantao Huang, Xiaoning Zhang, Yulong Liu, Taihao Li · 2023 · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
- Multimodal Sentiment Analysis based on Supervised Contrastive Learning and Cross-modal Translation under Modalities Missing*Yuqing Miao, Gaowei Zhu, Tonglai Liu, Wanzhen Zhang, Yimin Wen, Ming Quan Zhou · 2023 · International Symposium on Parallel Architectures, Algorithms and Programming