{"total":22,"rows":[{"id":"2412.13845","title":"Do Language Models Understand Time?","created":"2024-12-18","cited_by_count":14,"area":null},{"id":"2507.00950","title":"MVP: Winning Solution to SMP Challenge 2025 Video Track","created":"2025-07-01","cited_by_count":14,"area":null},{"id":"2412.07160","title":"Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation","created":"2024-12-10","cited_by_count":9,"area":null},{"id":"2505.20124","title":"TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos","created":"2025-05-26","cited_by_count":9,"area":null},{"id":"2407.03788","title":"MAMA: Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning","created":"2024-07-04","cited_by_count":8,"area":null},{"id":"2503.06380","title":"TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems","created":"2025-03-09","cited_by_count":8,"area":null},{"id":"2511.23151","title":"Learning to Refuse: Refusal-Aware Reinforcement Fine-Tuning for Hard-Irrelevant Queries in Video Temporal Grounding","created":"2025-11-28","cited_by_count":3,"area":null},{"id":"2604.26707","title":"CurEvo: Curriculum-Guided Self-Evolution for Video Understanding","created":"2026-04-29","cited_by_count":3,"area":null},{"id":"2509.08538","title":"MESH -- Understanding Videos Like Human: Measuring Hallucinations in Large Video Models","created":"2025-09-10","cited_by_count":2,"area":null},{"id":"2603.29494","title":"VecAttention: Vector-wise Sparse Attention for Accelerating Long Context Inference","created":"2026-03-31","cited_by_count":2,"area":null},{"id":"2408.00365","title":"Multimodal Fusion and Coherence Modeling for Video Topic Segmentation","created":"2024-08-01","cited_by_count":1,"area":null},{"id":"2409.16668","title":"Topic-aware Causal Intervention for Counterfactual Detection","created":"2024-09-25","cited_by_count":1,"area":null},{"id":"2505.23952","title":"Leveraging Auxiliary Information in Text-to-Video Retrieval: A Review","created":"2025-05-29","cited_by_count":1,"area":null},{"id":"2506.17144","title":"Do We Need Large VLMs for Spotting Soccer Actions?","created":"2025-06-20","cited_by_count":1,"area":null},{"id":"2511.01617","title":"Vote-in-Context: Turning VLMs into Zero-Shot Rank Fusers","created":"2025-11-03","cited_by_count":1,"area":null},{"id":"2511.20086","title":"More Bias, Less Bias: BiasPrompting for Enhanced Multiple-Choice Question Answering","created":"2025-11-25","cited_by_count":1,"area":null},{"id":"2602.07689","title":"Process-of-Thought Reasoning for Videos","created":"2026-02-07","cited_by_count":1,"area":null},{"id":"2509.09151","title":"Video Understanding by Design: How Datasets Shape Video Models","created":"2025-09-11","cited_by_count":0,"area":null},{"id":"2606.06338","title":"StoryVideoQA: Scaling Deep Video Understanding with a Large-Scale, Multi-Genre and Auto-Generated Dataset","created":"2026-06-04","cited_by_count":0,"area":null},{"id":"2607.10299","title":"Empowering Long-form Omni-modal Understanding with Robust Audio Perception","created":"2026-07-11","cited_by_count":0,"area":null},{"id":"2608.07585","title":"LAVE: Latent Visual Evidence-Enhanced Planning for Video Tool-use Agents","created":"2026-08-05","cited_by_count":0,"area":null},{"id":"2609.10355","title":"Why Is Video Still So Expensive? A Survey of Inference-Efficiency Mechanisms in Video and Audiovisual LLMs","created":"2026-09-09","cited_by_count":0,"area":null}],"next_cursor":null}