Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:14:29.581142Z
Paper Citation Record · LEDGER
EgoVLM: Policy Optimization for Egocentric Video Understanding
As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 5 inbound Pith citation observations for arXiv:2506.03097.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T05:50:27.250841Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T10:41:29.637290Z
Reference resolution
35 of 35 outbound references displayed
- verified exact0
- verified fuzzy12
- unresolved23
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9cf0adb5-e990-427e-b9ba-fcc2aabeae8c · outbound
This paper cites an unresolved cited work.
EgoVLM: Policy Optimization for Egocentric Video Understanding Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:14:31.912954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7c62262a-f97b-4a42-a49e-e7c8c4d7f46d · outbound
This paper cites GPT-4 Technical Report.
EgoVLM: Policy Optimization for Egocentric Video Understanding GPT-4 Technical Report
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:26.585399Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 268c3634-4b6b-4f1d-8dc7-fdbe3453239c · outbound
This paper cites Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs.
EgoVLM: Policy Optimization for Egocentric Video Understanding Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:26.665985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e54bb2d-fa9d-4c34-aa24-d369516496b3 · outbound
This paper cites Qwen2.5-vl technical report, 2025.
EgoVLM: Policy Optimization for Egocentric Video Understanding Qwen2.5-vl technical report, 2025
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:26.747337Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 829fa18c-862f-4e6b-8a1a-caaeada02d0f · outbound
This paper cites EgoPlan-Bench: Benchmarking Multimodal Large Language Models for Human-Level Planning.
EgoVLM: Policy Optimization for Egocentric Video Understanding EgoPlan-Bench: Benchmarking Multimodal Large Language Models for Human-Level Planning
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:26.803299Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 466cd78f-6508-472d-b095-c69c619c2e8e · outbound
This paper cites VidEgoThink: Assessing Egocentric Video Understanding Capabilities for Embodied AI.
EgoVLM: Policy Optimization for Egocentric Video Understanding VidEgoThink: Assessing Egocentric Video Understanding Capabilities for Embodied AI
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:26.902583Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6531419f-4afd-4eed-8a25-94de004f008c · outbound
This paper cites an unresolved cited work.
EgoVLM: Policy Optimization for Egocentric Video Understanding Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:14:31.779038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7281fecc-e61b-40e9-aba9-dc314e630fbf · outbound
This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.
EgoVLM: Policy Optimization for Egocentric Video Understanding ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:27.043868Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd5018df-37a8-459b-bd86-54df58edf779 · outbound
This paper cites GPT-4o System Card.
EgoVLM: Policy Optimization for Egocentric Video Understanding GPT-4o System Card
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:27.136926Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e1f2ebc-5652-4ef5-9a09-f499df2d6a3d · outbound
This paper cites Mvbench: A comprehensive multi- modal video understanding benchmark, 2024.
EgoVLM: Policy Optimization for Egocentric Video Understanding Mvbench: A comprehensive multi- modal video understanding benchmark, 2024
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:31.650068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d089f33-2fa1-42a4-b067-705125e34387 · outbound
This paper cites Dual-Difficulty Curriculum Learning for Direct Preference Optimization.
EgoVLM: Policy Optimization for Egocentric Video Understanding Dual-Difficulty Curriculum Learning for Direct Preference Optimization
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:27.351094Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94afe2fa-f34c-4ffc-9b8f-dce191566858 · outbound
This paper cites ROUGE: A package for automatic evaluation of summaries.
EgoVLM: Policy Optimization for Egocentric Video Understanding ROUGE: A package for automatic evaluation of summaries
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:31.558170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3094ddd2-5790-45dc-8488-ba0939c6f1c1 · outbound
This paper cites Microsoft coco: Common objects in context.
EgoVLM: Policy Optimization for Egocentric Video Understanding Microsoft coco: Common objects in context
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:27.604637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f733e8e-e71c-4a73-b8e3-a4d59c859591 · outbound
This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.
EgoVLM: Policy Optimization for Egocentric Video Understanding Understanding R1-Zero-Like Training: A Critical Perspective
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:27.701631Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52c4be18-2d30-49e9-ba1d-c1880b371685 · outbound
This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.
EgoVLM: Policy Optimization for Egocentric Video Understanding Visual-RFT: Visual Reinforcement Fine-Tuning
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:27.794624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32e78173-37f0-4384-9aa4-b0f083b520eb · outbound
This paper cites Reasoning models can be effective without thinking, 2025.
EgoVLM: Policy Optimization for Egocentric Video Understanding Reasoning models can be effective without thinking, 2025
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:31.418970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a91b1c91-5fe9-4fc6-8fb2-4495f31efc8e · outbound
This paper cites Egoschema: A diagnostic benchmark for very long- form video language understanding.
EgoVLM: Policy Optimization for Egocentric Video Understanding Egoschema: A diagnostic benchmark for very long- form video language understanding
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:31.299087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd2855f9-5bca-45ea-969e-eb567c9996a8 · outbound
This paper cites Training language models to follow instructions with human feedback.
EgoVLM: Policy Optimization for Egocentric Video Understanding Training language models to follow instructions with human feedback
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:28.107807Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08c17e3c-3a5d-403c-b440-72646bd5320c · outbound
This paper cites Medvlm-r1: Incentivizing medical reasoning ca- pability of vision-language models (vlms) via reinforcement learning, 2025.
EgoVLM: Policy Optimization for Egocentric Video Understanding Medvlm-r1: Incentivizing medical reasoning ca- pability of vision-language models (vlms) via reinforcement learning, 2025
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:31.178831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 298fb0c7-5478-40fc-ad63-b781ba56dcf8 · outbound
This paper cites Learning transferable visual models from natural language supervision.
EgoVLM: Policy Optimization for Egocentric Video Understanding Learning transferable visual models from natural language supervision
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:31.041234Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7742fe99-1aa1-48bf-9fde-6792242a6b3b · outbound
This paper cites Direct preference optimization: Your language model is secretly a reward model.
EgoVLM: Policy Optimization for Egocentric Video Understanding Direct preference optimization: Your language model is secretly a reward model
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:28.361137Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9c58009-197e-4dfe-8e46-e8a0dc3e55c6 · outbound
This paper cites Proximal Policy Optimization Algorithms.
EgoVLM: Policy Optimization for Egocentric Video Understanding Proximal Policy Optimization Algorithms
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:28.448038Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e43a7e88-60ed-4972-a6b7-ff2fe5ebbd17 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
EgoVLM: Policy Optimization for Egocentric Video Understanding DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:28.572354Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42623fe7-8624-4ba8-aad3-ed55fcf989cf · outbound
This paper cites an unresolved cited work.
EgoVLM: Policy Optimization for Egocentric Video Understanding Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:14:30.870663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 071969d7-a674-4a0c-ae25-d3cf448472a5 · outbound
This paper cites VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model.
EgoVLM: Policy Optimization for Egocentric Video Understanding VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:28.744187Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3badcadc-13ad-476b-9356-b973be507cc3 · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
EgoVLM: Policy Optimization for Egocentric Video Understanding Gemini: A Family of Highly Capable Multimodal Models
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:28.861844Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7ae7185-273b-42c0-a295-50a794bcd589 · outbound
This paper cites Internvideo2.5: Empowering video mllms with long and rich context modeling, 2025.
EgoVLM: Policy Optimization for Egocentric Video Understanding Internvideo2.5: Empowering video mllms with long and rich context modeling, 2025
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:14:28.924627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 350801aa-6cc5-4d4c-a2e3-37346c54cf80 · outbound
This paper cites Wizardlm 2, 2024.
EgoVLM: Policy Optimization for Egocentric Video Understanding Wizardlm 2, 2024
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:30.711275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7825ea91-ba7e-42fb-a506-0c2806d66248 · outbound
This paper cites ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos.
EgoVLM: Policy Optimization for Egocentric Video Understanding ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos
Reference 29
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 819dae82-f2af-4964-b142-c92a2946656e · outbound
This paper cites Egolife: Towards egocentric life assistant.
EgoVLM: Policy Optimization for Egocentric Video Understanding Egolife: Towards egocentric life assistant
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:30.571100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f48211bc-4251-41c3-bd38-c7686456d4e3 · outbound
This paper cites Mm-ego: Towards build- ing egocentric multimodal llms.
EgoVLM: Policy Optimization for Egocentric Video Understanding Mm-ego: Towards build- ing egocentric multimodal llms
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:30.450637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2a23480f-3d85-4f22-964e-c9c8e56192d7 · outbound
This paper cites Video instruction tuning with synthetic data, 2024.
EgoVLM: Policy Optimization for Egocentric Video Understanding Video instruction tuning with synthetic data, 2024
Reference 32
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6781ea2e-d1f7-4430-a462-1821dc6db063 · outbound
This paper cites Llamafac- tory: Unified efficient fine-tuning of 100+ language mod- els.
EgoVLM: Policy Optimization for Egocentric Video Understanding Llamafac- tory: Unified efficient fine-tuning of 100+ language mod- els
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:30.310972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c3d95f10-d7c8-4aaa-b7c9-c88f519f0f44 · outbound
This paper cites R1-zero’s ”aha moment” in visual reasoning on a 2b non-sft model, 2025.
EgoVLM: Policy Optimization for Egocentric Video Understanding R1-zero’s ”aha moment” in visual reasoning on a 2b non-sft model, 2025
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:30.161229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation da53d852-81dc-4541-ae7c-4a469c6a3fa0 · outbound
This paper cites Egotextvqa: Towards egocentric scene-text aware video question answering, 2025.
EgoVLM: Policy Optimization for Egocentric Video Understanding Egotextvqa: Towards egocentric scene-text aware video question answering, 2025
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:14:30.027639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation 358e3010-f86b-4f49-a0c8-0dcd3bb9fe7c · inbound
EgoVITA: Learning to Plan and Verify for Egocentric Video Reasoning cites this paper.
EgoVITA: Learning to Plan and Verify for Egocentric Video Reasoning EgoVLM: Policy Optimization for Egocentric Video Understanding
Reference 34
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db8a76be-cd62-4481-9ca2-4f1014065a3b · inbound
EgoIntent: A Pre-Outcome Micro-Step Benchmark for Understanding What, Why, and Next cites this paper.
EgoIntent: A Pre-Outcome Micro-Step Benchmark for Understanding What, Why, and Next EgoVLM: Policy Optimization for Egocentric Video Understanding
Reference 34
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fdb557d-46fb-422e-b3b0-ef98a0901133 · inbound
Robot Learning from Human Videos: A Survey cites this paper.
Robot Learning from Human Videos: A Survey EgoVLM: Policy Optimization for Egocentric Video Understanding
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T10:41:29.640044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6dbe324b-7bf7-4845-adb5-069be76a7df9 · inbound
Pro$^2$Assist: Continuous Step-aware Proactive Assistance with Multi-modal Egocentric Perception for Long-horizon Procedural Tasks cites this paper.
Pro$^2$Assist: Continuous Step-aware Proactive Assistance with Multi-modal Egocentric Perception for Long-horizon Procedural Tasks EgoVLM: Policy Optimization for Egocentric Video Understanding
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T17:46:06.581439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2ed5ebf4-0079-4353-a6bd-f0edb17c0757 · inbound
Pro$^2$Assist: Continuous Step-aware Proactive Assistance with Multi-modal Egocentric Perception for Long-horizon Procedural Tasks cites this paper.
Pro$^2$Assist: Continuous Step-aware Proactive Assistance with Multi-modal Egocentric Perception for Long-horizon Procedural Tasks EgoVLM: Policy Optimization for Egocentric Video Understanding
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T05:19:56.255880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.