video captioning

Beyond the Highlights: Video Retrieval with Salient and Surrounding Contexts WACV 2026 Building a Precise Video Language with Human-AI Oversight CVPR 2026 Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting AAAI 2026 CatVLM: Enhancing Temporal Understanding in Cataract Surgery Videos with Boundary-Aware VLM MIDL 2026 Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining CVPR 2026 Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment WACV 2026 Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding CVPR 2026 OwlCap: Harmonizing Motion-Detail for Video Captioning via HMD-270K and Caption Set Equivalence Reward AAAI 2026 Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering ACL 2026 Self-Critical Distillation Network for Video-based Commonsense Captioning CVPR 2026 StreamRAG: Enhancing Real-Time Video Understanding with Retrieval Augmentation CVPR 2026 Temporal Object Captioning for Street Scene Videos from LiDAR Tracks WACV 2026 The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning EACL 2026 VC-Inspector: Advancing Reference-free Evaluation of Video Captions with Factual Analysis ACL 2026 ARGUS: Hallucination and Omission Evaluation in Video-LLMs ICCV 2025 AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark ICLR 2025 Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs CVPR 2025 Describe Anything: Detailed Localized Image and Video Captioning ICCV 2025 DistinctAD: Distinctive Audio Description Generation in Contexts CVPR 2025 ELIOT: Zero-Shot Video-Text Retrieval through Relevance-Boosted Captioning and Structural Information Extraction NAACL 2025 Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ACL 2025 Exploring Fine-Grained Human Motion Video Captioning COLING 2025 G-VEval: A Versatile Metric for Evaluating Image and Video Captions Using GPT-4o AAAI 2025 HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models ACL 2025 Hierarchical Multi-Source Uncertainty Aggregation for Interactive Video Captioning AAAI 2025