Paper Citation Record · LEDGER

Olaf-World: Orienting Latent Actions for Video World Modeling

As of 13 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 3 inbound Pith citation observations for arXiv:2602.10104.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2602.10104 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:20:05.857938Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T09:42:44.654825Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-04T06:29:37.344466Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy0
unresolved38
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52071e9b-e375-4f87-96a4-3c7465b46f9b · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

Olaf-World: Orienting Latent Actions for Video World Modeling Cosmos World Foundation Model Platform for Physical AI

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.586979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43ef84fc-5994-4ce2-bc01-e72497136123 · outbound

This paper cites Motus: A Unified Latent Action World Model.

Olaf-World: Orienting Latent Actions for Video World Modeling Motus: A Unified Latent Action World Model

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.689537Z

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Observation 13b2f4b7-e832-4f2e-94d7-7ab0a2411131 · outbound

This paper cites UniVLA: Learning to Act Anywhere with Task-centric Latent Actions.

Olaf-World: Orienting Latent Actions for Video World Modeling UniVLA: Learning to Act Anywhere with Task-centric Latent Actions

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.726504Z

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Unavailable: canonical work link unavailable.

Observation a5237902-803f-4c63-88f0-1a1ce5e7505b · outbound

This paper cites VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models.

Olaf-World: Orienting Latent Actions for Video World Modeling VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.762038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a9966e7-249e-4536-8d2d-1ce8cd88630d · outbound

This paper cites SkyReels-V2: Infinite-length Film Generative Model.

Olaf-World: Orienting Latent Actions for Video World Modeling SkyReels-V2: Infinite-length Film Generative Model

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.797838Z

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Observation da343538-6d13-4a19-9490-fb0384b84915 · outbound

This paper cites Seedance 1.0: Exploring the Boundaries of Video Generation Models.

Olaf-World: Orienting Latent Actions for Video World Modeling Seedance 1.0: Exploring the Boundaries of Video Generation Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.834334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a802e553-33bd-4666-b674-f5116de657b6 · outbound

This paper cites Learning latent action world models in the wild.arXiv preprint arXiv:2601.05230,.

Olaf-World: Orienting Latent Actions for Video World Modeling Learning latent action world models in the wild.arXiv preprint arXiv:2601.05230,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.868697Z

Source-reported events for the cited work

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Observation 33a510f0-6f5f-46c0-918d-3eeca10bd830 · outbound

This paper cites World Models.

Olaf-World: Orienting Latent Actions for Video World Modeling World Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.942278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 736ddd35-5f3e-4def-83fe-e5cc57226648 · outbound

This paper cites ViPE: Video Pose Engine for 3D Geometric Perception.

Olaf-World: Orienting Latent Actions for Video World Modeling ViPE: Video Pose Engine for 3D Geometric Perception

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.068180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faeefcb4-f2c9-4913-89e2-b32bc9491dbe · outbound

This paper cites VChain: Chain-of-Visual-Thought for Reasoning in Video Generation.

Olaf-World: Orienting Latent Actions for Video World Modeling VChain: Chain-of-Visual-Thought for Reasoning in Video Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.104048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 309db6c4-7de5-4cf6-b322-d0672ef371fb · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

Olaf-World: Orienting Latent Actions for Video World Modeling HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.160714Z

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Unavailable: canonical work link unavailable.

Observation 58588272-fc98-4b23-9a36-892eaf3e12b0 · outbound

This paper cites What about gravity in video generation? post-training newton’s laws with verifiable rewards.arXiv preprint arXiv:2512.00425,.

Olaf-World: Orienting Latent Actions for Video World Modeling What about gravity in video generation? post-training newton’s laws with verifiable rewards.arXiv preprint arXiv:2512.00425,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.187392Z

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Unavailable: canonical work link unavailable.

Observation d84a29e6-874c-4c8e-99f9-c89210758a77 · outbound

This paper cites REPA-E: Unlocking vae for end-to-end tuning with latent diffusion transformers.arXiv preprint arXiv:2504.10483,.

Olaf-World: Orienting Latent Actions for Video World Modeling REPA-E: Unlocking vae for end-to-end tuning with latent diffusion transformers.arXiv preprint arXiv:2504.10483,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.220090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42ad66a7-f86c-46ee-97b0-21c9d5390935 · outbound

This paper cites C-Drag: Chain-of-Thought Driven Motion Controller for Video Generation.

Olaf-World: Orienting Latent Actions for Video World Modeling C-Drag: Chain-of-Thought Driven Motion Controller for Video Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.240723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56670dff-207b-4700-a755-4fe2b3d1e2b1 · outbound

This paper cites Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k.

Olaf-World: Orienting Latent Actions for Video World Modeling Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.279081Z

Source-reported events for the cited work

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Observation fb938414-a4d9-4490-a804-b479e94119fc · outbound

This paper cites What matters for representation alignment: Global information or spatial structure?arXiv preprint arXiv:2512.10794,.

Olaf-World: Orienting Latent Actions for Video World Modeling What matters for representation alignment: Global information or spatial structure?arXiv preprint arXiv:2512.10794,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.315656Z

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Unavailable: canonical work link unavailable.

Observation c233663b-9f45-4410-a8ac-6b02cfc926ab · outbound

This paper cites WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling.

Olaf-World: Orienting Latent Actions for Video World Modeling WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.343032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7785d32-b6f0-4c38-b681-7821f6e41bc9 · outbound

This paper cites Hunyuan-GameCraft- 2: Instruction-following interactive game world model.

Olaf-World: Orienting Latent Actions for Video World Modeling Hunyuan-GameCraft- 2: Instruction-following interactive game world model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.379521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e68baeef-f02d-4719-879c-080c64073f28 · outbound

This paper cites Advancing Open-source World Models.

Olaf-World: Orienting Latent Actions for Video World Modeling Advancing Open-source World Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.415787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 879f17e1-9231-44e1-9cd9-6a0bc4927fb0 · outbound

This paper cites MAGI-1: Autoregressive Video Generation at Scale.

Olaf-World: Orienting Latent Actions for Video World Modeling MAGI-1: Autoregressive Video Generation at Scale

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.452452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb3cf1f-16ce-4c59-9c65-562e836051d8 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Olaf-World: Orienting Latent Actions for Video World Modeling Wan: Open and Advanced Large-Scale Video Generative Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.488049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e07ce05-91b2-40dc-9d2c-b0b1c7801cd2 · outbound

This paper cites Posterior Collapse and Latent Variable Non-identifiability.

Olaf-World: Orienting Latent Actions for Video World Modeling Posterior Collapse and Latent Variable Non-identifiability

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.524183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98db06a2-b101-4f05-bdc4-bc0e9f6d82c7 · outbound

This paper cites Co-Evolving Latent Action World Models.

Olaf-World: Orienting Latent Actions for Video World Modeling Co-Evolving Latent Action World Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.560810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4271ad1-e621-4140-b318-795f780d4f68 · outbound

This paper cites Video models are zero-shot learners and reasoners.

Olaf-World: Orienting Latent Actions for Video World Modeling Video models are zero-shot learners and reasoners

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.597563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a8283b-4728-41b7-84fa-13ad89c0f4a4 · outbound

This paper cites VideoAuteur: Towards long narrative video generation.

Olaf-World: Orienting Latent Actions for Video World Modeling VideoAuteur: Towards long narrative video generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.633102Z

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Unavailable: canonical work link unavailable.

Observation fbc78494-4d02-4b2e-afbd-169caaea4faa · outbound

This paper cites an unresolved cited work.

Olaf-World: Orienting Latent Actions for Video World Modeling Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.668370Z

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Unavailable: canonical work link unavailable.

Observation 802d0bb7-ad06-4f6c-b8e5-34ab778c7730 · outbound

This paper cites GameFactory: Creating new games with generative inter- active videos.arXiv preprint arXiv:2501.08325, 2025a.

Olaf-World: Orienting Latent Actions for Video World Modeling GameFactory: Creating new games with generative inter- active videos.arXiv preprint arXiv:2501.08325, 2025a

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.704141Z

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Observation d5d8b808-8ec5-45c7-9ece-95dc7f9a5a55 · outbound

This paper cites Light-weight probing of unsupervised representations for Reinforcement Learning.

Olaf-World: Orienting Latent Actions for Video World Modeling Light-weight probing of unsupervised representations for Reinforcement Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.740347Z

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Observation fea40679-2fe9-42ba-a4d7-980a8fee9702 · outbound

This paper cites VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models.

Olaf-World: Orienting Latent Actions for Video World Modeling VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.776188Z

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Observation 81d0d2b5-30a2-433e-84a8-f77b306b15f0 · outbound

This paper cites same action.

Olaf-World: Orienting Latent Actions for Video World Modeling same action

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.811946Z

Source-reported events for the cited work

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Observation 034ff4bc-f013-47ee-af42-a7fcc0f11675 · outbound

This paper cites Training.We train with AdamW using learning rate 2.5×10−5 and weight decay 10−2, with total batch size 32 on 8×H200 GPUs.

Olaf-World: Orienting Latent Actions for Video World Modeling Training.We train with AdamW using learning rate 2.5×10−5 and weight decay 10−2, with total batch size 32 on 8×H200 GPUs

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.846442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76495e30-a435-4715-9b62-e47cdaa7142f · outbound

This paper cites Boat Drive Forward then Turn Left.

Olaf-World: Orienting Latent Actions for Video World Modeling Boat Drive Forward then Turn Left

Reference 39

Resolution: malformed identifier; no resolver link, observed 2026-08-03T01:20:05.857938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c1d0e2-b665-437f-b463-1a40d85220d0 · outbound

This paper cites RELIC: Interactive video world model with long-horizon memory.arXiv preprint arXiv:2512.04040,.

Olaf-World: Orienting Latent Actions for Video World Modeling RELIC: Interactive video world model with long-horizon memory.arXiv preprint arXiv:2512.04040,

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.040281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db35b54e-fa35-4ecb-8f49-6b8463e1bf10 · outbound

This paper cites J., and Lee, Y.

Olaf-World: Orienting Latent Actions for Video World Modeling J., and Lee, Y

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.137444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 663b81eb-0896-4230-b10f-c580c93de66e · outbound

This paper cites Mastering Diverse Domains through World Models.

Olaf-World: Orienting Latent Actions for Video World Modeling Mastering Diverse Domains through World Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.977462Z

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Unavailable: canonical work link unavailable.

Observation 9b6a8d40-7881-4f8d-a1f3-0b8f701fccc8 · outbound

This paper cites Matrix-game 2.0: An open-source real-time and streaming interactive world model.

Olaf-World: Orienting Latent Actions for Video World Modeling Matrix-game 2.0: An open-source real-time and streaming interactive world model

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:05.012171Z

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Observation 612e5dc3-2012-409f-9649-c32baa742f19 · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Olaf-World: Orienting Latent Actions for Video World Modeling V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.620117Z

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Unavailable: canonical work link unavailable.

Observation eb6b682b-51a6-49f1-9ce5-19aa58252902 · outbound

This paper cites G., Habibian, A., and Ghafoorian, M.

Olaf-World: Orienting Latent Actions for Video World Modeling G., Habibian, A., and Ghafoorian, M

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.654870Z

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Observation 5fc3c6d6-0be7-44f8-87a6-27b7cc2f9438 · outbound

This paper cites Long-Context Autoregressive Video Modeling with Next-Frame Prediction.

Olaf-World: Orienting Latent Actions for Video World Modeling Long-Context Autoregressive Video Modeling with Next-Frame Prediction

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-03T01:20:04.905745Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 03467068-3f90-41c2-aff6-98c5a151d989 · inbound

Towards Interactive Video World Modeling: Frontiers, Challenges, Benchmarks, and Future Trends cites this paper.

Towards Interactive Video World Modeling: Frontiers, Challenges, Benchmarks, and Future Trends Olaf-World: Orienting Latent Actions for Video World Modeling

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-07-01T21:06:13.800395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 842a877a-17df-434d-9764-b3b4928071fd · inbound

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning cites this paper.

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning Olaf-World: Orienting Latent Actions for Video World Modeling

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:29:37.345884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6bb3bf1a-7a45-4fdc-aaef-54f4d41d3218 · inbound

ShadowDancer: Teaching Video World Models Any Action by Learning Unified Dynamics Representations from a Video and Its Shadow cites this paper.

ShadowDancer: Teaching Video World Models Any Action by Learning Unified Dynamics Representations from a Video and Its Shadow Olaf-World: Orienting Latent Actions for Video World Modeling

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T09:42:44.654825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.