temporal localization

AuViRe: Audio-visual Speech Representation Reconstruction for Deepfake Temporal Localization WACV 2026 A-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization WACV 2026 Beyond the Highlights: Video Retrieval with Salient and Surrounding Contexts WACV 2026 CLASP: Cross-modal Salient Anchor-based Semantic Propagation for Weakly-supervised Dense Audio-Visual Event Localization AAAI 2026 FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs WACV 2026 Flat-Pack Bench: Evaluating Spatio-Temporal Understanding in Large Vision-Language Models through Furniture Assembly CVPR 2026 GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval AAAI 2026 Harnessing Object Grounding for Time-Sensitive Video Understanding WACV 2026 Inconsistency-aware Multimodal Schrodinger Bridge for Deepfake Localization CVPR 2026 Mistake Attribution: Fine-Grained Mistake Understanding in Egocentric Videos CVPR 2026 MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval WACV 2026 SAIL: Similarity-Aware Guidance and Inter-Caption Augmentation-based Learning for Weakly-Supervised Dense Video Captioning CVPR 2026 ST4R-Splat: Spatio-Temporal Referring Segmentation in 4D Gaussian Splatting CVPR 2026 T2SGrid: Temporal-to-Spatial Gridification for Video Temporal Grounding CVPR 2026 TA-Prompting: Enhancing Video Large Language Models for Dense Video Captioning via Temporal Anchors WACV 2026 TempR1: Improving Temporal Understanding of MLLMs via Temporal-Aware Multi-Task Reinforcement Learning CVPR 2026 TimeRefine: Temporal Grounding with Time Refining Video LLM WACV 2026 UFVideo: Towards Unified Fine-Grained Video Cooperative Understanding with Large Language Models CVPR 2026 VALU: A Benchmark for Video Anomaly Temporal Localization and Understanding at Multiple Semantic Levels ACL 2026 ViLL-E: Video LLM Embeddings for Retrieval ACL 2026 Aligning Moments in Time using Video Queries ICCV 2025 Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs CVPR 2025 Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning EMNLP 2025 DisTime: Distribution-based Time Representation for Video Large Language Models ICCV 2025 Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study COLING 2025