Multimodal Learning

Matrix3D: Large Photogrammetry Model All-in-One CVPR 2025 Matryoshka Multimodal Models ICLR 2025 MATS: An Audio Language Model under Text-only Supervision ICML 2025 MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025 MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV 2025 MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025 MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine ICLR 2025 MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation EMNLP 2025 MBQ: Modality-Balanced Quantization for Large Vision-Language Models CVPR 2025 MC-Bench: A Benchmark for Multi-Context Visual Grounding in the Era of MLLMs ICCV 2025 McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension AAAI 2025 MCiteBench: A Multimodal Benchmark for Generating Text with Citations EMNLP 2025 MCloudNet: An Ultra-Short-Term Photovoltaic Power Forecasting Framework With Multi-Layer Cloud Coverage IJCAI 2025 MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency ACL 2025 MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ACL 2025 MDC3: A Novel Multimodal Dataset for Commercial Content Classification in Bengali NAACL 2025 MDD: A Dataset for Text-and-Music Conditioned Duet Dance Generation ICCV 2025 MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025 MDP-Omni: Parameter-free Multimodal Depth Prior-based Sampling for Omnidirectional Stereo Matching ICCV 2025 MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization EMNLP 2025 Measuring Cross-Modal Interactions in Multimodal Models AAAI 2025 Measuring Visual Understanding in Telecom domain: Performance Metrics for Image-to-UML conversion using VLMs AACL 2025 MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025 Mechanistic Interpretability for Steering Vision-Language-Action Models CoRL 2025 Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models EMNLP 2025