Multimodal Learning

MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation AAAI 2025 MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025 MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images CVPR 2025 Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs EMNLP 2025 MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition EMNLP 2025 MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh ICCV 2025 MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG NAACL 2025 Meta-Dynamical State Space Models for Integrative Neural Data Analysis ICLR 2025 Metagent-P: A Neuro-Symbolic Planning Agent with Metacognition for Open Worlds ACL 2025 MetaMorph: Multimodal Understanding and Generation via Instruction Tuning ICCV 2025 MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy ICCV 2025 METEOR: Multi-Encoder Collaborative Token Pruning for Efficient Vision Language Models ICCV 2025 METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding EMNLP 2025 MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025 MFTrans: A Multi-Resolution Fusion Transformer for Robust Tumor Segmentation in Whole Slide Images WACV 2025 MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities CVPR 2025 MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors ACL 2025 MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection IJCAI 2025 MHBench: Demystifying Motion Hallucination in VideoLLMs AAAI 2025 MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs ICLR 2025 MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models ICLR 2025 MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025 MiCEval: Unveiling Multimodal Chain of Thought’s Quality via Image Description and Reasoning Steps NAACL 2025 MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research CVPR 2025 MIEB: Massive Image Embedding Benchmark ICCV 2025