Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T22:27:17.092553Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2605.25621.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T22:27:17.092553Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-26T18:17:53.013043Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T03:19:29.923486Z
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 169f237b-32aa-4abf-acba-d2b279e0472e · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Qwen2.5-Omni Technical Report
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c6ad0c3a-9735-4f59-938e-d003d854098a · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Qwen3-Omni Technical Report
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 40ab513a-9664-482d-980e-aab957d1e648 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Qwen2.5-vl technical report, 2025
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fdc9f69-c0c2-4913-a6df-6f964c446a6a · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Qwen3-VL Technical Report
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cd1981c4-98dc-4c92-bbfd-a2c421f95181 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Videollm-online: Online video large language model for streaming video
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b532b3e5-3fe4-413f-9725-37d5115e37c6 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Online video understanding: A comprehensive benchmark and memory-augmented method.arXiv e-prints, pages arXiv–2501, 2024
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a2f9743-d63c-4a06-8b9b-83b1964581a0 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Streaming Video Question-Answering with In-context Video KV-Cache Retrieval
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1e70f0f2-cf34-40c3-a958-22be8f4e8bf0 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Inf-MLLM: Efficient Streaming Inference of Multimodal Large Language Models on a Single GPU
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fa9a1958-b772-49d3-a5f3-6ec2c5b6113c · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Streamforest: Efficient online video understanding with persistent event memory
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 44eee74d-88f2-4cdd-abf1-72cc66110158 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Streaming Video Instruction Tuning
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 07960c7c-acc5-45c9-821e-b7b33dc352e9 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Streammind: Unlocking full frame rate streaming video dialogue through event-gated cognition
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3635b394-98ac-450c-a418-0428ec103da1 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Dispider: Enabling video llms with active real-time interaction via disentangled perception, decision, and reaction
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73d34c97-5e41-49c6-96e1-f2106e8a44df · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Streamready: Learning what to answer and when in long streaming videos,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ebb1124c-d1f7-4a5f-a6b9-c12848310fb1 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Videochat: Chat-centric video understanding.Science China Information Sciences, 68(10):200102, 2025
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2145412-cd14-4103-a20e-0fe4fcf48399 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Video-llava: Learning united visual representation by alignment before projection
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8528f3dd-9cad-4af7-b93b-c19ef9be8b0a · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Llava-next: A strong zero-shot video understanding model, April 2024
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97775ab4-3dc8-4782-b1cb-b56c8a7f21c2 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8c758867-2559-4d80-a7be-ec27ec704beb · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ea00e0e8-bebe-40a9-8fff-6dd28c05a162 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Videollm-mod: Efficient video-language streaming with mixture-of-depths vision computation.Advances in Neural Information Processing Systems, 37:109922–109947, 2024
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54c6c3c8-1aea-418d-b4df-af03ab51a3ba · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Flash-vstream: Efficient real-time understanding for long video streams
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 215ba10d-8f04-4e8e-8627-ef8e155eb9bd · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Timechat-online: 80% visual tokens are naturally redundant in streaming videos
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8aa3ef4-d219-4cc9-a7c0-609d51473a4a · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering StreamChat: Chatting with Streaming Video
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ef958bc4-8acd-42f4-a146-d42ff1e7cbc1 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f970b990-1f10-43af-91a3-cf86e80520b0 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Livecc: Learning video llm with streaming speech transcription at scale
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14b4f96c-c2b2-4dda-9146-edf5da925d82 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Roma: Real-time omni-multimodal assistant with interactive streaming under- standing,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5b25ed02-b6a7-4dd2-890b-464239b3ef4b · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Moviechat: From dense token to sparse memory for long video understanding
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c724b174-a450-42e7-82c2-db9d94cf9fed · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Ovo-bench: How far is your video-llms from real-world online video understanding? InProceedings of the Computer Vision and Pattern Recognition Conference, pages 18902–18913, 2025
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccc60d2c-bc99-4704-94b3-9b9082c406ef · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 28611be7-b521-4a79-b59f-77353832f72c · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 945b7361-df98-4827-b89a-4dbdaeeb8869 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Finevideo
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2575b81-030b-4026-bfa4-cc35bcc6833b · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bc26f964-8476-4210-b91f-3110481eaaf7 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e41eb15f-f198-48ec-8970-35862b1c854f · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Learning transferable visual models from natural language supervision
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b8dcaf7-61a5-4e19-9c98-12c904288101 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Clap learning audio concepts from natural language supervision
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b6961c6-fb28-48f4-87a0-972e1ae5cf3c · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 38b23bee-7f19-4a5a-9d59-0ec521497203 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Mlvu: Benchmarking multi-task long video understanding
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 05debda2-f479-45aa-9e00-15ccd78d2c0e · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Long Context Transfer from Language to Vision
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 06199d9c-9c90-4ba0-bca6-6dfab8cdebb0 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f5115b0c-5cb2-4f1f-8278-f26d90da003c · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering •0-2: static setup; talking head; minimal motion; no meaningful props
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8606ab11-5a12-4b9d-9f2a-c29761d939f1 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering •0-2: fragmented; contradictory; scenes don’t connect; ASR unintelligible
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 050c6f7e-1ecf-43d3-917b-ea00d0925d76 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering •0-2: mostly filler; few concrete entities; repetitive
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f56556e7-284a-4721-8914-f08ec43eec89 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering •0-2: unrelated (generic voiceover vs visuals); frequent mismatches
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49d3bb98-7e57-4da3-846d-321cd6b9b0a7 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering video_uid
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5aac817-5dc7-4643-8d28-7ca760f85017 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering <Yes> " followed by the original assistant answer text. • Video path:
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 389f07da-e2c4-4235-946a-7f76e1419e71 · outbound
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering summary",
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b97ac6e8-80aa-4a3e-9e93-87bf007ccd4b · inbound
ViCoStream: Streaming VideoLLMs Can Run Beyond 100 FPS with Stage-Wise Coordinated Inference StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.