Robust Multimodal Sentiment Analysis of Image-Text Pairs by Distribution-Based Feature Recovery and Fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Daiqing, Yang, Dongbao, Zhou, Yu, Ma, Can |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Resolving Sentiment Discrepancy for Multimodal Sentiment Detection via Semantics Completion and Decomposition
by: Wu, Daiqing, et al.
Published: (2024)
by: Wu, Daiqing, et al.
Published: (2024)
An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability
by: Wu, Daiqing, et al.
Published: (2025)
by: Wu, Daiqing, et al.
Published: (2025)
Bridging Visual Affective Gap: Borrowing Textual Knowledge by Learning from Noisy Image-Text Pairs
by: Wu, Daiqing, et al.
Published: (2025)
by: Wu, Daiqing, et al.
Published: (2025)
EmoCaliber: Advancing Reliable Visual Emotion Comprehension via Confidence Verbalization and Calibration
by: Wu, Daiqing, et al.
Published: (2025)
by: Wu, Daiqing, et al.
Published: (2025)
Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
by: Wu, Daiqing, et al.
Published: (2025)
by: Wu, Daiqing, et al.
Published: (2025)
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey
by: Yang, Hao, et al.
Published: (2024)
by: Yang, Hao, et al.
Published: (2024)
GateMABSA: Aspect-Image Gated Fusion for Multimodal Aspect-based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2025)
by: Lawan, Adamu, et al.
Published: (2025)
Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection
by: Li, Siyuan, et al.
Published: (2025)
by: Li, Siyuan, et al.
Published: (2025)
Multimodal Multi-loss Fusion Network for Sentiment Analysis
by: Wu, Zehui, et al.
Published: (2023)
by: Wu, Zehui, et al.
Published: (2023)
Enhancing Cryptocurrency Sentiment Analysis with Multimodal Features
by: Liu, Chenghao, et al.
Published: (2025)
by: Liu, Chenghao, et al.
Published: (2025)
Towards Robust Multimodal Sentiment Analysis with Incomplete Data
by: Zhang, Haoyu, et al.
Published: (2024)
by: Zhang, Haoyu, et al.
Published: (2024)
TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis
by: Quan, Weize, et al.
Published: (2024)
by: Quan, Weize, et al.
Published: (2024)
Rethinking Multimodal Sentiment Analysis: A High-Accuracy, Simplified Fusion Architecture
by: Mandal, Nischal, et al.
Published: (2025)
by: Mandal, Nischal, et al.
Published: (2025)
Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales
by: Cao, Jun, et al.
Published: (2025)
by: Cao, Jun, et al.
Published: (2025)
Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis
by: He, Kang, et al.
Published: (2026)
by: He, Kang, et al.
Published: (2026)
Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis
by: Feng, Xinyu, et al.
Published: (2024)
by: Feng, Xinyu, et al.
Published: (2024)
Enhancing Sentiment Analysis through Multimodal Fusion: A BERT-DINOv2 Approach
by: Zhao, Taoxu, et al.
Published: (2025)
by: Zhao, Taoxu, et al.
Published: (2025)
Multimodal Sentiment Analysis Based on Causal Reasoning
by: Chen, Fuhai, et al.
Published: (2024)
by: Chen, Fuhai, et al.
Published: (2024)
Explicit Grammar Semantic Feature Fusion for Robust Text Classification
by: Sultana, Azrin, et al.
Published: (2026)
by: Sultana, Azrin, et al.
Published: (2026)
Multimodal Sentiment Analysis Based on BERT and ResNet
by: Ren, JiaLe
Published: (2024)
by: Ren, JiaLe
Published: (2024)
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis
by: Jin, Yijie
Published: (2024)
by: Jin, Yijie
Published: (2024)
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
by: Li, Mingcheng, et al.
Published: (2024)
by: Li, Mingcheng, et al.
Published: (2024)
Cooperative Sentiment Agents for Multimodal Sentiment Analysis
by: Wang, Shanmin, et al.
Published: (2024)
by: Wang, Shanmin, et al.
Published: (2024)
Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues
by: Zhang, Yan, et al.
Published: (2024)
by: Zhang, Yan, et al.
Published: (2024)
DyFuLM: An Advanced Multimodal Framework for Sentiment Analysis
by: Zhou, Ruohan, et al.
Published: (2025)
by: Zhou, Ruohan, et al.
Published: (2025)
PGF-Net: A Progressive Gated-Fusion Framework for Efficient Multimodal Sentiment Analysis
by: Wen, Bin, et al.
Published: (2025)
by: Wen, Bin, et al.
Published: (2025)
Lexicon-Based Sentiment Analysis on Text Polarities with Evaluation of Classification Models
by: Raees, Muhammad, et al.
Published: (2024)
by: Raees, Muhammad, et al.
Published: (2024)
Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis
by: Xiao, Luwei, et al.
Published: (2025)
by: Xiao, Luwei, et al.
Published: (2025)
DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis
by: Wang, Pan, et al.
Published: (2024)
by: Wang, Pan, et al.
Published: (2024)
Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature
by: Wu, Linxiao, et al.
Published: (2024)
by: Wu, Linxiao, et al.
Published: (2024)
A Unified Framework for Emotion Recognition and Sentiment Analysis via Expert-Guided Multimodal Fusion with Large Language Models
by: Qiao, Jiaqi, et al.
Published: (2026)
by: Qiao, Jiaqi, et al.
Published: (2026)
Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags
by: Qi, Daiqing, et al.
Published: (2024)
by: Qi, Daiqing, et al.
Published: (2024)
Three-Class Text Sentiment Analysis Based on LSTM
by: Qixuan, Yin
Published: (2024)
by: Qixuan, Yin
Published: (2024)
A Sentiment Analysis of Medical Text Based on Deep Learning
by: Chen, Yinan
Published: (2024)
by: Chen, Yinan
Published: (2024)
Bridging the Gap for Test-Time Multimodal Sentiment Analysis
by: Guo, Zirun, et al.
Published: (2024)
by: Guo, Zirun, et al.
Published: (2024)
ViTextVQA: A Large-Scale Visual Question Answering Dataset and a Novel Multimodal Feature Fusion Method for Vietnamese Text Comprehension in Images
by: Van Nguyen, Quan, et al.
Published: (2024)
by: Van Nguyen, Quan, et al.
Published: (2024)
Data Uncertainty-Aware Learning for Multimodal Aspect-based Sentiment Analysis
by: Yang, Hao, et al.
Published: (2024)
by: Yang, Hao, et al.
Published: (2024)
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification
by: Yang, Dingkang, et al.
Published: (2024)
by: Yang, Dingkang, et al.
Published: (2024)
How Effectively Do LLMs Extract Feature-Sentiment Pairs from App Reviews?
by: Shah, Faiz Ali, et al.
Published: (2024)
by: Shah, Faiz Ali, et al.
Published: (2024)
Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion
by: Du, Yexing, et al.
Published: (2026)
by: Du, Yexing, et al.
Published: (2026)
Similar Items
-
Resolving Sentiment Discrepancy for Multimodal Sentiment Detection via Semantics Completion and Decomposition
by: Wu, Daiqing, et al.
Published: (2024) -
An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability
by: Wu, Daiqing, et al.
Published: (2025) -
Bridging Visual Affective Gap: Borrowing Textual Knowledge by Learning from Noisy Image-Text Pairs
by: Wu, Daiqing, et al.
Published: (2025) -
EmoCaliber: Advancing Reliable Visual Emotion Comprehension via Confidence Verbalization and Calibration
by: Wu, Daiqing, et al.
Published: (2025) -
Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
by: Wu, Daiqing, et al.
Published: (2025)