{"total":13,"rows":[{"id":"2509.24871","title":"StreamForest: Efficient Online Video Understanding with Persistent Event Memory","created":"2025-09-29","cited_by_count":78,"area":"mllm"},{"id":"2501.00584","title":"Online Video Understanding: OVBench and VideoChat-Online","created":"2024-12-31","cited_by_count":61,"area":"mllm"},{"id":"2403.16558","title":"Elysium: Exploring Object-level Perception in Videos via MLLM","created":"2024-03-25","cited_by_count":48,"area":"mllm"},{"id":"2312.00589","title":"Merlin:Empowering Multimodal LLMs with Foresight Minds","created":"2023-11-30","cited_by_count":46,"area":"mllm"},{"id":"2412.19326","title":"Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment","created":"2024-12-26","cited_by_count":29,"area":"mllm"},{"id":"2406.00258","title":"Artemis: Towards Referential Understanding in Complex Videos","created":"2024-06-01","cited_by_count":25,"area":"mllm"},{"id":"2501.05767","title":"Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models","created":"2025-01-10","cited_by_count":22,"area":"mllm"},{"id":"2412.09754","title":"ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation","created":"2024-12-12","cited_by_count":17,"area":"mllm"},{"id":"2411.13317","title":"Teaching VLMs to Localize Specific Objects from In-context Examples","created":"2024-11-20","cited_by_count":6,"area":"mllm"},{"id":"2604.08014","title":"Bridging Time and Space: Decoupled Spatio-Temporal Alignment for Video Grounding","created":"2026-04-09","cited_by_count":3,"area":"mllm"},{"id":"2512.17574","title":"Enabling Disaggregated Multi-Stage MLLM Inference via GPU-Internal Scheduling and Resource Sharing","created":"2025-12-19","cited_by_count":1,"area":"mllm"},{"id":"2607.00357","title":"Personalized Object Identification and Localization via In-Context Inference with Vision-Language Models","created":"2026-07-01","cited_by_count":0,"area":"mllm"},{"id":"2609.09396","title":"VANTAGE-Bench: Evaluating the Infrastructure AI Gap in Vision-Language Models","created":"2026-09-08","cited_by_count":0,"area":"mllm"}],"next_cursor":null}