Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:43:39.185388Z
Paper Citation Record · LEDGER
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning
As of 13 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2608.07959.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
72 of 72 outbound references displayed
- verified exact4
- verified fuzzy3
- unresolved65
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3221e5bb-01fc-4430-bbf3-7fa7bfbc84b8 · outbound
This paper cites GPT-4 Technical Report.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.430444Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d345351-499e-41ac-90b0-3c40e100b9e6 · outbound
This paper cites Qwen3-VL Technical Report.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Qwen3-VL Technical Report
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.495175Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37086997-689c-4366-8a0e-f8695427bb27 · outbound
This paper cites Hadzic, Taran Kota, Jimming He, Cristobal Eyzaguirre, Zane Durante, Manling Li, Jiajun Wu, and Fei-Fei Li.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Hadzic, Taran Kota, Jimming He, Cristobal Eyzaguirre, Zane Durante, Manling Li, Jiajun Wu, and Fei-Fei Li
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:43:42.122270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 89ae2c35-e156-4fa2-8fdf-0a06d1aefbe6 · outbound
This paper cites CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.679253Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b3f983c-6318-48db-a985-ffc3167b2d6f · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.684976Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4749e76e-51b3-40b8-b7ba-9e0e93cfee1c · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 6
- Resolution
- verified exact
- raw_fallback, observed 2026-08-12T00:43:41.774596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fdfb4dcf-bb9e-46f5-a6ca-e536a4043b5c · outbound
This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.695590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce61521a-180c-4579-8971-8b3f996e4cfe · outbound
This paper cites Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.702069Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38191540-2048-4857-822d-6c4e82366831 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.708039Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00fca432-317e-47ec-ad52-8b861ed2daaf · outbound
This paper cites Agentic Reinforced Policy Optimization.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Agentic Reinforced Policy Optimization
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.712947Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30004ff5-acc6-4702-bd91-647930a5c45f · outbound
This paper cites Video-R1: Reinforcing Video Reasoning in MLLMs.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Video-R1: Reinforcing Video Reasoning in MLLMs
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.717743Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a10625e7-2a3d-4180-8107-537ea4ab752c · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:42.089739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 87b2a586-688a-45be-a3e4-5124685c5184 · outbound
This paper cites Ego4D: Around the World in 3,000 Hours of Egocentric Video.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Ego4D: Around the World in 3,000 Hours of Egocentric Video
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.727670Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7239506-e4a6-4694-84ca-48c0215bba31 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.732257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc7e33d6-f631-408f-8456-79571a972a42 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.737042Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb702fd2-aff5-44ee-9c0b-4bcddbcfa04c · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.741622Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 644d7891-8cf0-4afd-ae3c-44f150e55a97 · outbound
This paper cites VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.747831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a424130-82c1-4cc8-93e0-ec6226b51793 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:37.788046Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41731b51-bf0c-4618-bbed-6e6d3a6d6ce9 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:42.061382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a1cfaa1e-5d60-45bb-8399-4e49565ea029 · outbound
This paper cites Let's Verify Step by Step.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Let's Verify Step by Step
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.033622Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40f930ad-a264-4ab3-94ba-c5a92351a66b · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.189335Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30134ecf-8401-4bd6-bcd7-22d96c8cddba · outbound
This paper cites CAViAR: Critic-Augmented Video Agentic Reasoning.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning CAViAR: Critic-Augmented Video Agentic Reasoning
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T00:43:41.250664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 81e21639-255a-42c9-9b38-60c01eb4d985 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.301132Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f4deee2-f1ea-4de7-98a3-da52e049d2b3 · outbound
This paper cites LongVideo-R1: Smart Navigation for Low-cost Long Video Understanding.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning LongVideo-R1: Smart Navigation for Low-cost Long Video Understanding
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.305602Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b37ecd05-9241-4a84-8e47-7b7899ba5abd · outbound
This paper cites Agentic Very Long Video Understanding.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Agentic Very Long Video Understanding
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.310516Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 062ccb56-9473-4dd1-ae02-28926b9f7f62 · outbound
This paper cites LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.315754Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02996dab-5902-48f8-8994-fddec54a0a63 · outbound
This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning HybridFlow: A Flexible and Efficient RLHF Framework
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.323192Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93882f30-0cf0-418c-ac4c-74c92726a8ec · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.328712Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82d777e3-3da8-405f-a932-2d7c79172a23 · outbound
This paper cites Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.333773Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d01329f-a667-4cb3-803d-0a596c9330cc · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.338745Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cefdb1cb-16e7-4e8b-ae5d-83eeb368e3a0 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.343492Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2fbe531-a597-48c4-8333-68b6e668b9dd · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 32
- Resolution
- verified exact
- doi, observed 2026-08-12T00:43:39.377068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fbccc697-3f5e-4dba-b14c-7bfdae071529 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.353358Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b58a7f9d-fe48-471a-a3db-1bbd1455cb3d · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.357907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 952acc2c-f9a4-4bc8-980f-504ec6d6e93e · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:42.032788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fe666ba6-5c79-4463-9a63-84e7e56cb03b · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:42.015470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c1c39332-7656-4610-8a9d-1a6a8ab58a50 · outbound
This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.376590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c179e313-ce40-4695-86b8-89095dcb1fd4 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.381765Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a798635-2053-47e8-94ed-7a4e4ab093aa · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.385998Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73d96fa0-a39a-4bc8-b68c-deef7daed697 · outbound
This paper cites Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.391136Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be8a0d49-f45d-4ef2-8a2a-f2a05c359e53 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.498449Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 387deeae-e548-4c95-8c91-330c435cb260 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:41.989038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e12a2220-95be-46da-a413-95e277dc3203 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:41.972292Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7b2a7317-8968-479b-8a62-833cecb3ef66 · outbound
This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.822328Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09e5a2d2-fee7-4841-886b-9fe18d922222 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:41.956118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cde0fd15-3aa5-4a07-8e43-75fc8b466227 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:41.940157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4534ced8-5e40-49a4-9a88-8ae4cfc5fbb5 · outbound
This paper cites arXiv:2601.03823 [cs.CL] https://arxiv.org/abs/2601.03823.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning arXiv:2601.03823 [cs.CL] https://arxiv.org/abs/2601.03823
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.754984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4b91a52-8baa-4d76-92b2-a76026ce401c · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:41.891172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 300d307d-30e1-41ee-bde6-79c87c0da9e2 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.924545Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34868b05-09a6-407a-a370-d90aada4c807 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.929257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84478a07-ef33-40a6-9551-d5ef35a87ebd · outbound
This paper cites In2025 IEEE International Conference on Multimedia and Expo (ICME).
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning In2025 IEEE International Conference on Multimedia and Expo (ICME)
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:43:41.923479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d03174ae-15b5-4e7f-a16d-8db433368024 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:41.906707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bff5e688-bae9-4b37-96ac-20e0d3a476f7 · outbound
This paper cites T*: Re-thinking Temporal Search for Long-Form Video Understanding.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning T*: Re-thinking Temporal Search for Long-Form Video Understanding
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.945032Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37db5580-6b74-46da-9e4e-37e7272a949d · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.949974Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5d69709-727e-4d8a-9f03-cbd63ec9c773 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 55
- Resolution
- verified exact
- raw_fallback, observed 2026-08-12T00:43:40.009716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 02489271-0e2e-42dc-8992-fa1596c4545e · outbound
This paper cites Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.933979Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62c20a5c-38ec-4c78-9b4e-0639bb365f53 · outbound
This paper cites LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.939737Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f20d1f84-9571-4616-980a-bb2b1bdf35f0 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.974604Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 277fa77a-9be2-4421-8fe2-6571a1b21bb8 · outbound
This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning LLaVA-Video: Video Instruction Tuning With Synthetic Data
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.979327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1793a72a-899c-413e-b2e7-a6d5218d3963 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:41.858806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4812ad00-b10c-40a5-a2ab-194e8cb4fbb9 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:41.875575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation db175203-4386-47d3-a855-292705ee48d7 · outbound
This paper cites arXiv:2512.12360 [cs.CV] https://arxiv.org/abs/2512.12360.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning arXiv:2512.12360 [cs.CV] https://arxiv.org/abs/2512.12360
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.964421Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5803e0db-8a4f-4160-bae3-30895b0c2e8f · outbound
This paper cites Video-o3: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Video-o3: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.969696Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e9445bf-91d8-4e03-962d-59349103291f · outbound
This paper cites Mayol-Cuevas, Fan Zhang, Weizhe Lin, and Junx- iao Shen.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Mayol-Cuevas, Fan Zhang, Weizhe Lin, and Junx- iao Shen
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:39.105382Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9164cdc7-e6f9-4e0a-81f6-808533cbb6a1 · outbound
This paper cites HLV-1K: A Large-scale Hour-Long Video Benchmark for Time-Specific Long Video Understanding.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning HLV-1K: A Large-scale Hour-Long Video Benchmark for Time-Specific Long Video Understanding
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:39.185388Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 048f3f01-56fd-482f-94d7-7da3518bf549 · outbound
This paper cites arXiv:2509.12867 [cs.CL] https://arxiv.org/abs/2509.12867.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning arXiv:2509.12867 [cs.CL] https://arxiv.org/abs/2509.12867
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.989743Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32bdfb67-b197-4f42-b838-e8e0e146cb11 · outbound
This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.994731Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e360204-c2d6-485c-80ca-93327a31cafd · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:39.000187Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf188b47-f099-4243-83e9-5be37e707349 · outbound
This paper cites an unresolved cited work.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:43:41.842312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7dda3281-c50a-405d-b3b5-aee6c13d62e9 · outbound
This paper cites InAdvances in Neural Information Processing Systems, Vol.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning InAdvances in Neural Information Processing Systems, Vol
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:43:42.105710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 523b695a-8d4a-4f9e-afe5-bbadf639e009 · outbound
This paper cites SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.367358Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a43ba9a3-af95-42a7-b2db-854ab825dc45 · outbound
This paper cites arXiv:2602.15329 [cs.CV] https://arxiv.
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning arXiv:2602.15329 [cs.CV] https://arxiv
Reference 2026
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:43:38.600482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.