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multimodal fusion

303 papers

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Co-occurring keywords

multimodal learning (4645) emotion recognition (661) attention mechanism (4001) contrastive learning (4032) feature fusion (555) representation learning (6206) multimodal sentiment analysis (112) video understanding (1658) sentiment analysis (2084) object detection (2762)

Papers

Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis IJCNLP 2025
Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection EMNLP 2025
Multimodal Prior Learning with Double Constraint Alignment for Snapshot Spectral Compressive Imaging IJCAI 2025
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025
Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion CVPR 2025
HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection EMNLP 2025
mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion AAAI 2025
Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition EMNLP 2025
Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models COLING 2025
Multimodal Fusion Learning with Dual Attention for Medical Imaging WACV 2025
Revisiting Counterfactual Problems in Referring Expression Comprehension CVPR 2024
UWBA at SemEval-2024 Task 3: Dialogue Representation and Multimodal Fusion for Emotion Cause Analysis SEMEVAL 2024
Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion CVPR 2024
Multimodal Fusion of Music Theory-Inspired and Self-Supervised Representations for Improved Emotion Recognition INTERSPEECH 2024
Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation NIPS 2024
Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NIPS 2024
LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information INTERSPEECH 2024
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding ACL 2024
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection NIPS 2024
Joint Multimodal Aspect Sentiment Analysis with Aspect Enhancement and Syntactic Adaptive Learning IJCAI 2024
MULTICOLLAB: A Multimodal Corpus of Dialogues for Analyzing Collaboration and Frustration in Language COLING 2024
Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion ACL 2024
Uncertainty-Aware Cross-Modal Alignment for Hate Speech Detection COLING 2024
Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection INTERSPEECH 2024