Multimodal Learning

Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection CVPR 2025 Number it: Temporal Grounding Videos like Flipping Manga CVPR 2025 NUMINA: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities EMNLP 2025 NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models ICCV 2025 NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts ACL 2025 nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025 NVILA: Efficient Frontier Visual Language Models CVPR 2025 NYA’s Offline Speech Translation System for IWSLT 2025 ACL 2025 Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis ICCV 2025 OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones? ICLR 2025 Object-aware Sound Source Localization via Audio-Visual Scene Understanding CVPR 2025 Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation CVPR 2025 Object-centric Video Question Answering with Visual Grounding and Referring ICCV 2025 Object-Shot Enhanced Grounding Network for Egocentric Video CVPR 2025 Occlusion-Insensitive Talking Head Video Generation via Facelet Compensation AAAI 2025 Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding CVPR 2025 Octopus: Towards Building the Arabic Speech LLM Suite EMNLP 2025 ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models CVPR 2025 Olympus: A Universal Task Router for Computer Vision Tasks CVPR 2025 OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025 Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos CVPR 2025 OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025 OmniAudio: Generating Spatial Audio from 360-Degree Video ICML 2025 OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces ICLR 2025 OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction ACL 2025