{"total":78,"rows":[{"id":"2601.14724","title":"HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding","created":"2026-01-21","cited_by_count":41,"area":"mllm"},{"id":"2512.00891","title":"Accelerating Streaming Video Large Language Models via Hierarchical Token Compression","created":"2025-11-30","cited_by_count":37,"area":"inference"},{"id":"2604.02317","title":"A Simple Baseline for Streaming Video Understanding","created":"2026-04-02","cited_by_count":33,"area":null},{"id":"2603.02096","title":"FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding","created":"2026-03-02","cited_by_count":28,"area":null},{"id":"2603.12262","title":"Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously","created":"2026-03-12","cited_by_count":22,"area":"lr"},{"id":"2603.08620","title":"StreamReady: Learning What to Answer and When in Long Streaming Videos","created":"2026-03-09","cited_by_count":19,"area":null},{"id":"2603.12938","title":"Thinking in Streaming Video","created":"2026-03-13","cited_by_count":16,"area":null},{"id":"2603.03985","title":"RIVER: A Real-Time Interaction Benchmark for Video LLMs","created":"2026-03-04","cited_by_count":14,"area":"mllm"},{"id":"2606.14777","title":"JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence","created":"2026-06-10","cited_by_count":14,"area":null},{"id":"2602.15329","title":"EventMemAgent: Hierarchical Event-Centric Memory for Online Video Understanding with Adaptive Tool Use","created":"2026-02-17","cited_by_count":12,"area":null},{"id":"2510.23981","title":"TeleEgo: Benchmarking Egocentric AI Assistants in the Wild","created":"2025-10-28","cited_by_count":11,"area":null},{"id":"2607.14935","title":"VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding","created":"2026-07-16","cited_by_count":10,"area":null},{"id":"2607.24904","title":"Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model","created":"2026-07-27","cited_by_count":10,"area":"lr"},{"id":"2603.20422","title":"PEARL: Personalized Streaming Video Understanding Model","created":"2026-03-20","cited_by_count":9,"area":null},{"id":"2604.09000","title":"StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding","created":"2026-04-10","cited_by_count":9,"area":null},{"id":"2603.11896","title":"Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models","created":"2026-03-12","cited_by_count":8,"area":"lr"},{"id":"2605.07897","title":"Semantic-Aware Adaptive Visual Memory for Streaming Video Understanding","created":"2026-05-08","cited_by_count":8,"area":null},{"id":"2603.19054","title":"Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding","created":"2026-03-19","cited_by_count":7,"area":null},{"id":"2606.16353","title":"What Should a Streaming Video Model Remember?","created":"2026-06-15","cited_by_count":7,"area":null},{"id":"2606.03890","title":"OVO-S-Bench: A Hierarchical Benchmark for Streaming Spatial Intelligence in Multimodal LLMs","created":"2026-06-02","cited_by_count":6,"area":"mllm"},{"id":"2603.19571","title":"CurveStream: Boosting Streaming Video Understanding in MLLMs via Curvature-Aware Hierarchical Visual Memory Management","created":"2026-03-20","cited_by_count":5,"area":"mllm"},{"id":"2604.06036","title":"CodecSight: Leveraging Video Codec Signals for Efficient Streaming VLM Inference","created":"2026-04-07","cited_by_count":5,"area":"mllm"},{"id":"2605.25621","title":"StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering","created":"2026-05-25","cited_by_count":5,"area":null},{"id":"2607.28312","title":"ObjectStream: Latent Objects as Memory Anchors for Streaming Video Understanding","created":"2026-07-30","cited_by_count":5,"area":null},{"id":"2608.13416","title":"StreamTTT: Reconciling Real-Time Perception and Long-Term Memory in Streaming VLMs","created":"2026-08-13","cited_by_count":5,"area":null},{"id":"2510.11129","title":"video-SALMONN S: Memory-Enhanced Streaming Audio-Visual LLM","created":"2025-10-13","cited_by_count":4,"area":null},{"id":"2604.24317","title":"Don't Pause! Every prediction matters in a streaming video","created":"2026-04-27","cited_by_count":4,"area":null},{"id":"2605.16381","title":"StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video","created":"2026-05-11","cited_by_count":4,"area":null},{"id":"2605.26485","title":"OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants","created":"2026-05-26","cited_by_count":4,"area":null},{"id":"2606.07433","title":"Watch, Remember, Reason: Human-View Video Understanding with MLLMs","created":"2026-06-05","cited_by_count":4,"area":"lr"},{"id":"2606.07577","title":"OmniMem: Perturbation-aware Memory Compression for Streaming Audio-Visual LLMs","created":"2026-05-26","cited_by_count":4,"area":null},{"id":"2606.08615","title":"Harnessing Streaming Video in the Wild","created":"2026-06-07","cited_by_count":4,"area":"mllm"},{"id":"2607.13298","title":"FOLIO: Focused Semantic Memory for Streaming Video Understanding","created":"2026-07-14","cited_by_count":4,"area":null},{"id":"2608.30294","title":"Dynamic Hub-and-Spoke Memory for Streaming Video Understanding","created":"2026-08-31","cited_by_count":4,"area":null},{"id":"2602.22142","title":"WeaveTime: Stream from Earlier Frames into Emergent Memory in VideoLLMs","created":"2026-02-25","cited_by_count":3,"area":"mllm"},{"id":"2603.00732","title":"UniHM: Unified Dexterous Hand Manipulation with Vision Language Model","created":"2026-02-28","cited_by_count":3,"area":"mllm"},{"id":"2603.21493","title":"StreamingEval: A Unified Evaluation Protocol towards Realistic Streaming Video Understanding","created":"2026-03-23","cited_by_count":3,"area":null},{"id":"2605.16481","title":"Visual Agentic Memory: Enabling Online Long Video Understanding via Online Indexing, Hierarchical Memory, and Agentic Retrieval","created":"2026-05-15","cited_by_count":3,"area":"agents"},{"id":"2608.05703","title":"StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding","created":"2026-08-06","cited_by_count":3,"area":"agents"},{"id":"2609.00291","title":"StreamScout: Learning When to Look Deeper for Streaming Video Understanding","created":"2026-08-31","cited_by_count":3,"area":null},{"id":"2602.01683","title":"FreshMem: Brain-Inspired Frequency-Space Hybrid Memory for Streaming Video Understanding","created":"2026-02-02","cited_by_count":2,"area":"mllm"},{"id":"2605.07575","title":"Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding","created":"2026-05-08","cited_by_count":2,"area":null},{"id":"2608.02392","title":"GROVE: Growing and Reasoning over Temporally Stratified Memory from Streaming Video Experience","created":"2026-08-03","cited_by_count":2,"area":null},{"id":"2608.16320","title":"StreamOPD: A Post-Training Recipe with Spatio-Temporal Cue Gating for Streaming Video Understanding","created":"2026-08-17","cited_by_count":2,"area":"distill"},{"id":"2609.02780","title":"ShallowStream: Index Shallow then Answer Deep for Streaming Video Understanding","created":"2026-09-02","cited_by_count":2,"area":"inference"},{"id":"2602.18434","title":"Going Down Memory Lane: Scaling Tokens for Video Stream Understanding with Dynamic KV-Cache Memory","created":"2026-02-20","cited_by_count":1,"area":"inference"},{"id":"2604.16893","title":"EasyVideoR1: Easier RL for Video Understanding","created":"2026-04-18","cited_by_count":1,"area":"lr"},{"id":"2606.00620","title":"FlowNar: Scalable Streaming Narration for Long-Form Videos","created":"2026-05-30","cited_by_count":1,"area":"mllm"},{"id":"2607.24560","title":"EgoPlay: Event-Triggered Video Editing for Egocentric Streams","created":"2026-07-27","cited_by_count":1,"area":"diffusion"},{"id":"2608.08469","title":"Aero Realtime: Fully Aligned Input-Output Streams for Low-Latency Streaming Multimodal Generation","created":"2026-08-09","cited_by_count":1,"area":"inference"},{"id":"2608.10949","title":"StreamFlow: Dynamic Memory Flows for Streaming Video Understanding","created":"2026-08-11","cited_by_count":1,"area":"mllm"},{"id":"2608.27881","title":"StreamEMS: Streaming Video Understanding with Self-Evolving Memory Scheme for Vision-Language Models","created":"2026-08-28","cited_by_count":1,"area":"mllm"},{"id":"2609.04131","title":"Beyond Retrieval: Progressive Latent Memory Evolution for Streaming Video Understanding","created":"2026-09-03","cited_by_count":1,"area":"mllm"},{"id":"2609.38900","title":"MEMO: Multi-Level Entity-Aware Memory for Streaming Video Understanding","created":"2026-09-30","cited_by_count":1,"area":null},{"id":"2610.01762","title":"OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction","created":"2026-10-01","cited_by_count":1,"area":null},{"id":"2605.15054","title":"LATERN: Test-Time Context-Aware Explainable Video Anomaly Detection","created":"2026-05-14","cited_by_count":0,"area":"lr"},{"id":"2606.22804","title":"CoVStream: Edge-Cloud Collaboration for Understanding of Long Video Streams","created":"2026-06-22","cited_by_count":0,"area":null},{"id":"2607.04559","title":"QSVideo: Query-Conditioned Semantic Temporal Retrieval for Video Understanding","created":"2026-07-06","cited_by_count":0,"area":"mllm"},{"id":"2607.11312","title":"SLVMBench: Skill Learning from Video Memory","created":"2026-07-13","cited_by_count":0,"area":null},{"id":"2609.03675","title":"CoFiE: Coarse-to-Fine Evidence Selection for Efficient Streaming Video Understanding","created":"2026-09-03","cited_by_count":0,"area":"mllm"},{"id":"2609.07941","title":"ReactVAU: A Slow-Fast Decoupled Framework for Streaming Video Anomaly Understanding","created":"2026-09-07","cited_by_count":0,"area":null},{"id":"2609.08273","title":"MemForest: Efficient Agent Memory Management via EventTree Partitioning and Progressive Merging","created":"2026-09-08","cited_by_count":0,"area":null},{"id":"2609.12658","title":"LiveProBench: Can Streaming Video Models Really Interact Like Humans?","created":"2026-09-11","cited_by_count":0,"area":null},{"id":"2609.27470","title":"DeltaS: Reading the Gated Linear Attention State for KV Cache Eviction in Streaming Video","created":"2026-09-23","cited_by_count":0,"area":"inference"},{"id":"2609.32182","title":"KeyRec: Bounded Visual Memory for Streaming and Long-Video Understanding","created":"2026-09-26","cited_by_count":0,"area":"mllm"},{"id":"2609.32592","title":"SPACE: Sparse Predictive Attractor via Counterfactual Eviction for Streaming Video Memory","created":"2026-09-26","cited_by_count":0,"area":null},{"id":"2609.35416","title":"When Should the Count Change? Learning State Maintenance for Causal Video Counting","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.36581","title":"MemEvo: Automatic Discovery of Streaming Video Memory Mechanisms","created":"2026-09-29","cited_by_count":0,"area":"mllm"},{"id":"2609.36803","title":"EGSD: Event-Grounded Self-Distillation for Streaming Video Understanding","created":"2026-09-29","cited_by_count":0,"area":"distill"},{"id":"2609.37035","title":"Watch-Think-Interact: Bootstrapping Long-Horizon Multi-Turn Streaming Video Reasoning with Reinforcement Learning","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2609.37345","title":"When to Retrieve, When to Stay: Uncertainty-Aware Temporal Evidence Allocation for Streaming Video-LLMs","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2609.37559","title":"APM-Bench: Benchmarking Cross-session Persistent Memory for Egocentric Streaming Video Assistants","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2609.38641","title":"Vision-Language-Action Autonomous Driving Agent with Language-based Memory","created":"2026-09-29","cited_by_count":0,"area":"mllm"},{"id":"2609.39938","title":"LEAP: Learned Block-wise Evidence Retrieval for Long Audio-Video Perception","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.03123","title":"Foresight: planning future perception in streaming VLMs without retraining","created":"2026-10-02","cited_by_count":0,"area":"mllm"},{"id":"2610.14671","title":"SPARE: Shared Perception and Adaptive Retrieval of Evidence for Streaming Video Understanding","created":"2026-10-10","cited_by_count":0,"area":null},{"id":"2610.17128","title":"EgoProbe: Benchmarking Long-Range and Exact Memory in Streaming Egocentric Videos","created":"2026-10-12","cited_by_count":0,"area":null},{"id":"2610.19849","title":"DeltaStreamer: Towards Human-Like Agentic Streaming Video Understanding","created":"2026-10-14","cited_by_count":0,"area":"agents"}],"next_cursor":null}