multimodal emotion recognition

Anchoring the Affective Manifold: Learning Canonical and Disentangled Representations via Generative Cross-Modal Alignment ACL 2026 BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates CVPR 2026 Beyond Missing Modalities: Hypergraph Conditioned Diffusion for Uncertainty-Aware Multimodal Emotion Recognition CVPR 2026 Cross-modal Prompting for Balanced Incomplete Multi-modal Emotion Recognition AAAI 2026 Cross-Space Synergy: A Unified Framework for Multimodal Emotion Recognition in Conversation AAAI 2026 DHCM-CACL: Dynamic Hierarchical Cross-modal Mamba with Confidence-Adaptive Contrastive Learning for Multimodal Emotion Recognition AAAI 2026 Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026 TiCAL:Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition AAAI 2026 Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025 A Dual Contrastive Learning Framework for Enhanced Multimodal Conversational Emotion Recognition COLING 2025 BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025 CAMER: Contribution-Aware Multimodal Emotion Recognition Interspeech 2025 ECERC: Evidence-Cause Attention Network for Multi-Modal Emotion Recognition in Conversation ACL 2025 EMOE: Modality-Specific Enhanced Dynamic Emotion Experts CVPR 2025 Enhancing Patient-Centric Healthcare Communication Through Multimodal Emotion Recognition: A Transformer-Based Framework for Clinical Decision Support AACL 2025 GIA-MIC: Multimodal Emotion Recognition with Gated Interactive Attention and Modality-Invariant Learning Constraints Interspeech 2025 GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025 GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum IJCAI 2025 Hybrid Relational Graphs with Sentiment-laden Semantic Alignment for Multimodal Emotion Recognition in Conversation IJCAI 2025 Leveraging CLIP Encoder for Multimodal Emotion Recognition WACV 2025 MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition IJCAI 2025 MathBuddy: A Multimodal System for Affective Math Tutoring EMNLP 2025 Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning AAAI 2025 Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum AAAI 2025 Adaptive Graph Learning for Multimodal Conversational Emotion Detection AAAI 2024