multimodal learning

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models ICLR 2025 MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models ICLR 2025 MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models AAAI 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge ICLR 2025 MMLoRA: Multitask Memory Parameter-Efficient Fine-Tuning for Multimodal SER Interspeech 2025 MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding AAAI 2025 MM-MovieDubber: Towards Multi-Modal Learning for Multi-Modal Movie Dubbing Interspeech 2025 MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments CVPR 2025 MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning EMNLP 2025 MM-R3: On (In-)Consistency of Vision-Language Models (VLMs) ACL 2025 MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents ICLR 2025 MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems ACL 2025 MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens ACL 2025 MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception CVPR 2025 MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025 MMVU: Measuring Expert-Level Multi-Discipline Video Understanding CVPR 2025 “Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue EMNLP 2025 Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing ICML 2025 Modality-Agnostic Multimodal Emotion Recognition using a Contrastive Masked Autoencoder Interspeech 2025 Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025 Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T Tracking IJCAI 2025 ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology ICCV 2025 Modeling, Evaluating, and Embodying Personality in LLMs: A Survey EMNLP 2025 Model Merging to Maintain Language-Only Performance in Developmentally Plausible Multimodal Models EMNLP 2025 MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining CVPR 2025