Multimodal Learning

Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025 Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025 Multilingual Text-to-Image Generation Magnifies Gender Stereotypes ACL 2025 Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs CVPR 2025 Multimodal and Multitask Learning for Predicting Multiple Scores in L2 English Speech Interspeech 2025 Multimodal Argumentative Fallacy Classification in Political Debates ACL 2025 Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025 Multimodal Class-aware Semantic Enhancement Network for Audio-Visual Video Parsing AAAI 2025 Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025 Multimodal Emotion Diarization: Frame-Wise Integration of Text and Audio Representations Interspeech 2025 Multimodal Fine-Grained Apparent Personality Trait Recognition: Joint Modeling of Big Five and Questionnaire Item-level Scores AAAI 2025 Multi-Modal Framing Analysis of News EMNLP 2025 Multimodal Fusion Using Multi-View Domains for Data Heterogeneity in Federated Learning AAAI 2025 Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection IJCAI 2025 Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ACL 2025 Multi-modal Knowledge Distillation-based Human Trajectory Forecasting CVPR 2025 Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025 Multimodal Neural Machine Translation: A Survey of the State of the Art EMNLP 2025 Multimodal Prior Learning with Double Constraint Alignment for Snapshot Spectral Compressive Imaging IJCAI 2025 Multimodal Prosody Modeling: A Use Case for Multilingual Sentence Mode Prediction Interspeech 2025 Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints AAAI 2025 Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025 Multimodal Speech, Language and Orofacial Analysis for Remote Assessment of Positive, Negative and Cognitive Symptoms in Schizophrenia Interspeech 2025 Multi-Modal Synergistic Implicit Image Enhancement for Efficient Optical Flow Estimation CVPR 2025 Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs ACL 2025