Latest Research in Multimedia

Top Research Topics in Multimedia

• Computation and Language — 6 papers
• Multimedia — 3 papers
• Sentiment Analysis and Opinion Mining — 3 papers
• Computer Vision and Pattern Recognition — 2 papers
• Artificial Intelligence — 2 papers
• Emotion and Mood Recognition — 2 papers
• Diverse Aspects of Tourism Research — 1 papers
• Machine Learning in Materials Science — 1 papers
• Public Relations and Crisis Communication — 1 papers

Highest-Cited Papers

1. Multimodal Representation Learning for Winter Ice and Snow Wellness Tourism Experience Evaluation under Deep Learning
2. "You are an expert annotator": Automatic Best-Worst-Scaling Annotations for Emotion Intensity Modeling
3. Multimodal Aspect-Level Sentiment Analysis Based on Gated Noise Filtering and Emotion-Relevance Interaction
4. Emotion Experience, Expression, and Perception: Emotion Analysis on Multimodal Social Media Posts
5. Divide and Conquer: Mixture-of-Bottleneck Experts in Informative Ordinal Space for Video-based Multimodal Sentiment Analysis
6. A Quantum-Inspired Residual Self-Attention Network for Multimodal Sentiment Analysis
7. Confidence-aware adaptive multimodal fusion for crisis event analysis from social media
8. Video2Reaction: Training Foundation Video Models to Predict Audience Reaction
9. The Illusion of Balanced Multimodal Sentiment Analysis: Beyond the Limits of Optimization-Based Methods
10. Robust Multimodal Sentiment Analysis with Incomplete Modalities via Semantic-aware Completeness based Reconstruction
11. A Transformer-Based Approach with Data Augmentation for Multilabel Emotional Context Detection
12. Fine-Grained Visual Preprocessing and Dual-Stream Temporal Modeling for Multimodal Sentiment Analysis on Social Media
13. CogSent: Cognition-Driven Multimodal Sentiment Analysis Through Fast–Slow Thinking
14. Vision-Guided Text Prompt Tuning for Multimodal Sentiment Analysis
15. Some Emotions Run Deeper: Layer-wise Probing and Causal Intervention in Large Language Models
16. Multimodal Adaptive Expert Selection with Text Routing and Ordinal Prototype Optimization for Sentiment Analysis
17. Parameter-Efficient Adaptation and Benchmarking of Large Vision-Language Models for Multimodal Aspect-Based Sentiment Analysis
18. Surfacing the Unsaid: CUE-Bench for Affective Stance in Chinese Discourse
19. Rethinking Modality Reliability in Multimodal Sentiment Analysis with Incomplete Observations
20. Virtual Sensing for Real-time Emotion Monitoring in Interactive Media Systems Using Bullet Screen