Multimodal Learning

LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation CVPR 2025 LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Images WACV 2025 LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages AAAI 2025 LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences CVPR 2025 LUMIA: A Handheld Vision-to-Music System for Real-Time, Embodied Composition NeurIPS 2025 Lumina-Image 2.0: A Unified and Efficient Image Generative Framework ICCV 2025 LVBench: An Extreme Long Video Understanding Benchmark ICCV 2025 LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression NAACL 2025 LVLMs are Bad at Overhearing Human Referential Communication EMNLP 2025 LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models NAACL 2025 LV-XAttn: Distributed Cross-Attention for Long Visual Inputs in Multimodal Large Language Models ICML 2025 Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition ICCV 2025 M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model EMNLP 2025 M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025 M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking AAAI 2025 M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture ICML 2025 M3L: A Multi-Modal and Multi-Lingual Depression Detection Framework Interspeech 2025 M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving AAAI 2025 M3Retrieve: Benchmarking Multimodal Retrieval for Medicine EMNLP 2025 M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation CVPR 2025 M4Bench: A Benchmark of Multi-domain Multi-granularity Multi-image Understanding for Multi-modal Large Language Models IJCAI 2025 MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval ICCV 2025 MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference ACL 2025 MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025 MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models EMNLP 2025