Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2102.04830
Cited By
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis
AAAI Conference on Artificial Intelligence (AAAI), 2021
9 February 2021
Wenmeng Yu
Hua Xu
Ziqi Yuan
Jiele Wu
SSL
Re-assign community
ArXiv (abs)
PDF
HTML
Github (212★)
Papers citing
"Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"
50 / 123 papers shown
DashFusion: Dual-stream Alignment with Hierarchical Bottleneck Fusion for Multimodal Sentiment Analysis
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Yuhua Wen
Qifei Li
Yingying Zhou
Yingming Gao
Zhengqi Wen
Jianhua Tao
Ya Li
151
3
0
05 Dec 2025
Improving Multimodal Sentiment Analysis via Modality Optimization and Dynamic Primary Modality Selection
Dingkang Yang
Mingcheng Li
Xuecheng Wu
Zhaoyu Chen
Kaixun Jiang
Keliang Liu
Peng Zhai
Lihua Zhang
192
6
0
09 Nov 2025
Robust Multimodal Sentiment Analysis via Double Information Bottleneck
Huiting Huang
Tieliang Gong
Kai He
Jialun Wu
Erik Cambria
Mengling Feng
139
0
0
03 Nov 2025
QiNN-QJ: A Quantum-inspired Neural Network with Quantum Jump for Multimodal Sentiment Analysis
Yiwei Chen
Kehuan Yan
Yu Pan
D. Dong
162
0
0
31 Oct 2025
MCIHN: A Hybrid Network Model Based on Multi-path Cross-modal Interaction for Multimodal Emotion Recognition
H. Zhang
Zhou Yang
Ke Sun
Yucai Pang
Guoliang Xu
95
0
0
28 Oct 2025
Calibrating Multimodal Consensus for Emotion Recognition
Guowei Zhong
Junjie Li
Huaiyu Zhu
Ruohong Huan
Yun Pan
154
0
0
23 Oct 2025
FSRF: Factorization-guided Semantic Recovery for Incomplete Multimodal Sentiment Analysis
Ziyang Liu
Pengjunfei Chu
S. Dong
Chen Zhang
Mingcheng Li
Jin Wang
176
0
0
17 Oct 2025
Beyond Simple Fusion: Adaptive Gated Fusion for Robust Multimodal Sentiment Analysis
Han Wu
Yanming Sun
Yunhe Yang
Derek F. Wong
268
4
0
02 Oct 2025
MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning
Seong-Hyeon Hwang
Soyoung Choi
Steven Euijong Whang
259
0
0
30 Sep 2025
Towards Minimal Causal Representations for Human Multimodal Language Understanding
Menghua Jiang
Yuncheng Jiang
Haifeng Hu
Sijie Mai
209
1
0
26 Sep 2025
On Transferring, Merging, and Splitting Task-Oriented Network Digital Twins
Zifan Zhang
Minghong Fang
Mingzhe Chen
Yuchen Liu
140
0
0
02 Sep 2025
Uncertainty-Aware Collaborative System of Large and Small Models for Multimodal Sentiment Analysis
Shiqin Han
Manning Gao
Menghua Jiang
Yuncheng Jiang
Haifeng Hu
Sijie Mai
211
0
0
27 Aug 2025
Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning
Jiangfeng Sun
Sihao He
Zhonghong Ou
Meina Song
103
0
0
24 Aug 2025
Disentangling Bias by Modeling Intra- and Inter-modal Causal Attention for Multimodal Sentiment Analysis
Menghua Jiang
Yuxia Lin
Baoliang Chen
Haifeng Hu
Yuncheng Jiang
Sijie Mai
221
1
0
07 Aug 2025
Weakly Supervised Multimodal Temporal Forgery Localization via Multitask Learning
Wenbo Xu
Wei Lu
Xiangyang Luo
154
2
0
04 Aug 2025
MoLAN: A Unified Modality-Aware Noise Dynamic Editing Framework for Multimodal Sentiment Analysis
Xingle Xu
Yongkang Liu
Dexian Cai
Shi Feng
Xiaocui Yang
Daling Wang
Yifei Zhang
205
0
0
31 Jul 2025
MoCA: Multi-modal Cross-masked Autoencoder for Digital Health Measurements
Howon Ryu
Y. Chen
Yacun Wang
Andrea Z. LaCroix
Chongzhi Di
L. Natarajan
Yu Wang
Jingjing Zou
368
1
0
02 Jun 2025
Confidence-Aware Self-Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
Yanxi Luo
Shijin Wang
Zhongxing Xu
Yulong Li
Feilong Tang
Jionglong Su
243
0
0
02 Jun 2025
Multimodal Mixture of Low-Rank Experts for Sentiment Analysis and Emotion Recognition
Shuo Zhang
Jinsong Zhang
Zhejun Zhang
Lei Li
MoE
198
0
0
20 May 2025
TACFN: Transformer-based Adaptive Cross-modal Fusion Network for Multimodal Emotion Recognition
Feng Liu
Ziwang Fu
Longji Xu
Qijian Zheng
289
5
0
10 May 2025
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Yijie Jin
Junjie Peng
Xuanchao Lin
Haochen Yuan
Lan Wang
Cangzhi Zheng
207
7
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
489
5
0
23 Apr 2025
Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Jiwan Kim
Hongseok Kang
Sein Kim
Kibum Kim
Chanyoung Park
423
3
0
23 Apr 2025
Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis
Miaosen Luo
Yuncheng Jiang
Sijie Mai
437
5
0
16 Apr 2025
DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis
Efthymios Georgiou
Vassilis Katsouros
Yannis Avrithis
Alexandros Potamianos
505
2
0
15 Apr 2025
Hierarchical Adaptive Expert for Multimodal Sentiment Analysis
Jiahao Qin
Feng Liu
Lu Zong
309
1
0
25 Mar 2025
DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
Chengxuan Qian
Shuo Xing
Shawn Li
Yue Zhao
Zhengzhong Tu
450
16
0
14 Mar 2025
DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning
Chengxuan Qian
Kai Han
Jing Wang
Chongwen Lyu
Rui Qian
Chongwen Lyu
Zhenlong Yuan
Zhe Liu
Zhe-Yu Liu
496
18
0
09 Mar 2025
RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems
Proceedings of the VLDB Endowment (PVLDB), 2024
Biao Ouyang
Yingying Zhang
Hanyin Cheng
Yang Shu
Chenjuan Guo
Bin Yang
Qingsong Wen
L. Fan
Christian S. Jensen
316
7
0
06 Mar 2025
Attention Bootstrapping for Multi-Modal Test-Time Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2025
Yusheng Zhao
Junyu Luo
Xiao Luo
Jinsheng Huang
Jingyang Yuan
Zhiping Xiao
Min Zhang
TTA
381
5
0
04 Mar 2025
Omni-SILA: Towards Omni-scene Driven Visual Sentiment Identifying, Locating and Attributing in Videos
The Web Conference (WWW), 2025
Jiamin Luo
Jingjing Wang
Junxiao Ma
Yujie Jin
Shoushan Li
Guodong Zhou
333
1
0
26 Feb 2025
Multi-level Conflict-Aware Network for Multi-modal Sentiment Analysis
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Yubo Gao
Haotian Wu
Lei Zhang
294
2
0
13 Feb 2025
Modality-Invariant Bidirectional Temporal Representation Distillation Network for Missing Multimodal Sentiment Analysis
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Xincheng Wang
Liejun Wang
Yinfeng Yu
Xinxin Jiao
142
3
0
07 Jan 2025
AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment
Computer Vision and Pattern Recognition (CVPR), 2024
Yan Li
Yifei Xing
X. Lan
Xuzhao Li
Haifeng Chen
Shihong Deng
Mamba
369
21
0
01 Dec 2024
Smile upon the Face but Sadness in the Eyes: Emotion Recognition based on Facial Expressions and Eye Behaviors
Yuanyuan Liu
Lin Wei
Kejun Liu
Yibing Zhan
Zijing Chen
Zhe Chen
Shiguang Shan
347
3
0
08 Nov 2024
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
Neural Information Processing Systems (NeurIPS), 2024
Mingxing Li
Jinjie Wei
Yongxu Liu
Shunli Wang
Jiawei Chen
...
Xiaolu Hou
Mingyang Sun
Ziyun Qian
Dongliang Kou
Li Zhang
398
27
0
05 Nov 2024
Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attention
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Yuzhe Weng
Haotian Wang
Tian Gao
Kewei Li
Shutong Niu
Jun Du
477
5
0
19 Oct 2024
Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Xinyu Feng
Yuming Lin
Lihua He
You Li
Liang Chang
Ya Zhou
315
38
0
06 Oct 2024
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection
Niki Nezakati
Md Kaykobad Reza
Mashhour Solh
Mashhour Solh
M. Salman Asif
464
6
0
03 Oct 2024
Towards Robust Multimodal Sentiment Analysis with Incomplete Data
Neural Information Processing Systems (NeurIPS), 2024
Haoyu Zhang
Wenbin Wang
Tianshu Yu
306
40
0
30 Sep 2024
Recent Advances in Multimodal Affective Computing: An NLP Perspective
Guimin Hu
Yi Xin
Weimin Lyu
Haojian Huang
Chang Sun
Zehan Zhu
Lin Gui
Ruichu Cai
443
23
0
11 Sep 2024
Meta-Learn Unimodal Signals with Weak Supervision for Multimodal Sentiment Analysis
Sijie Mai
Yu Zhao
Ying Zeng
Jianhua Yao
Haifeng Hu
371
4
0
28 Aug 2024
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis
Yijie Jin
267
3
0
27 Aug 2024
End-to-end Semantic-centric Video-based Multimodal Affective Computing
Ronghao Lin
Ying Zeng
Sijie Mai
Haifeng Hu
VGen
359
4
0
14 Aug 2024
CorMulT: A Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis
Yangmin Li
Ruiqi Zhu
Wengen Li
402
12
0
09 Jul 2024
Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations
Dingkang Yang
Mingcheng Li
Linhao Qu
Kun Yang
Peng Zhai
Song Wang
Lihua Zhang
270
20
0
06 Jul 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
411
49
0
12 Jun 2024
Evaluation of data inconsistency for multi-modal sentiment analysis
Yufei Wang
Mengyue Wu
324
3
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
326
38
0
28 May 2024
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
Hanlei Zhang
Hua Xu
Fei Long
Xin Wang
Kai Gao
328
7
0
21 May 2024
1
2
3
Next
Page 1 of 3