Multimodal Learning

MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training WACV 2025 Multi3Hate: Multimodal, Multilingual, and Multicultural Hate Speech Detection with Vision–Language Models NAACL 2025 MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning ICCV 2025 MultiCAT: Multimodal Communication Annotations for Teams NAACL 2025 MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems NAACL 2025 Multi-Class Textual-Inversion Secretly Yields a Semantic-Agnostic Classifier WACV 2025 Multi-Condition Guided Diffusion Network for Multimodal Emotion Recognition in Conversation NAACL 2025 Multidimensional Byte Pair Encoding: Shortened Sequences for Improved Visual Data Generation ICCV 2025 MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP 2025 Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation ACL 2025 Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness EMNLP 2025 Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models EMNLP 2025 Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition AAAI 2025 Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025 MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025 Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025 Multilingual and Explainable Text Detoxification with Parallel Corpora COLING 2025 Multilingual Dialogue Generation and Localization with Dialogue Act Scripting EMNLP 2025 Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model ACL 2025 Multilingual Sign Language Translation with Unified Datasets and Pose-Based Transformers AACL 2025 Multilingual Text-to-Image Generation Magnifies Gender Stereotypes ACL 2025 Multimedia Event Extraction with LLM Knowledge Editing EMNLP 2025 MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder ACL 2025 MultiModal Action Conditioned Video Simulation ICCV 2025 Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage ICLR 2025