Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T12:39:02.545780Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2607.08127.
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 2026-07-10T12:39:02.545780Z
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 2026-08-01T23:54:07.846961Z
A source-named dated measurement, never combined with another source.
Source: cited_works
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 620a54c3-5b4e-4bec-900e-f9857c2b6c25 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio What Drives Compositional Generalization? The Importance of Continuous Training Objectives in Visual Generative Models
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 2585a871-a7b0-4443-819b-d419c81e2ddb · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio RoboHiMan: A hierarchical evaluation paradigm for compositional generalization in long-horizon manipulation.arXiv preprint arXiv:2510.13149, 2025
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 ada9a1e9-ffaa-456b-aa43-b950e37cb856 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization
Reference 3
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 8e0290a0-ee57-4e6e-a2a5-fec695f64c56 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio VLAs are Confined yet Capable of Generalizing to Novel Instructions
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 94179f0a-1965-4288-a2ac-5811e4637b6b · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio When Vision Overrides Language: Evaluating and Mitigating Counterfactual Failures in VLAs
Reference 5
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 2c0977ed-d29e-40f0-b14f-ba7c05df07f2 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio LIBERO-Plus: In-depth Robustness Analysis of Vision-Language-Action Models
Reference 6
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 590be4ae-db36-419e-8ca3-d3486e7d1216 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio World Simulation with Video Foundation Models for Physical AI
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 b68393c9-27a9-4db1-991c-a43d4337a0d0 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Wan: Open and Advanced Large-Scale Video Generative Models
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 860fb295-1d54-40d8-baa8-9c3ec64f1f68 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Veo: a text-to-video generation system
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 9cddd1d0-7706-444b-bbce-61bbd4140604 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning
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 275eb733-967d-48f0-ab40-de7dd70890ab · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio World Action Models are Zero-shot Policies
Reference 11
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 75633175-0611-4860-be72-daf45212261c · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio mimic-video: Video-Action Models for Generalizable Robot Control Beyond VLAs
Reference 12
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 14ec14d8-ba74-4337-841e-71bfc24e38d7 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Dit4dit: Jointly modeling video dynamics and actions for generalizable robot control
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 4271c867-630a-440a-9ae2-cc76dab74a2c · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Fast-WAM: Do World Action Models Need Test-time Future Imagination?
Reference 14
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 c8417bc1-1584-4f88-a534-a52f7b4fcd4f · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Novaflow: Zero-shot manipulation via ac- tionable flow from generated videos.arXiv preprint arXiv:2510.08568, 2025a
Reference 15
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 4290ca33-3c90-4dfa-bee4-07493b0aabea · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Unresolved cited work
Reference 16
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 f08e2978-935b-49b3-a742-91251720779b · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Causal World Modeling for Robot Control
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 e425b275-8049-45a8-a1c3-32dbf2236fc9 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Video Generators are Robot Policies
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 6648688e-f1db-49cd-bc99-a6ccec198f6c · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Unified Video Action Model
Reference 19
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 85df1479-7164-453d-82f9-3284f23323a1 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets
Reference 20
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 119570ee-d95f-4a2c-8c80-a09a675dd0c9 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio HarmoWAM: Harmonizing Generalizable and Precise Manipulation via Adaptive World Action Models
Reference 21
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 ae5b983d-ec53-4a84-834d-1810d045c465 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Flow Matching for Generative Modeling
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 cf025dc6-2d68-4683-901a-987c461353f7 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning
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 93a57ddc-8b9b-44ab-9eef-a8c52b342bf9 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control
Reference 24
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 ba1f6ce2-5e42-4d8f-9378-99e9e39cef01 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Gemma 3 Technical Report
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 76f30340-bcbc-4b11-9271-5033697f6d61 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization
Reference 26
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 5ee671f5-8511-4a4f-9047-5d9e46ee5bb8 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Unresolved cited work
Reference 27
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 8d8e7162-f456-4812-8941-dd3894b7eab1 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Allshire, H
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 c0bab24a-a2fe-49fe-b439-659ced80e24a · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio OpenVLA: An Open-Source Vision-Language-Action Model
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 a25d479e-4054-4ac3-88f9-d0e92f01adb1 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio ${\pi}_{0.7}$: a Steerable Generalist Robotic Foundation Model with Emergent Capabilities
Reference 30
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 0c953de5-f6c6-431c-b3fa-3cf6a6e11f08 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio GR00T N1: An Open Foundation Model for Generalist Humanoid Robots
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 5aae95c2-6358-4849-a1b5-1cc64ff5ce6a · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Gemini Robotics: Bringing AI into the Physical World
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 88039e0d-e590-4bef-9e81-6e2a5f164489 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio MolmoAct2: Action Reasoning Models for Real-world Deployment
Reference 33
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 3e3ac415-6f0c-4858-93ef-06033387c0b8 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio DreamGen: Unlocking Generalization in Robot Learning through Video World Models
Reference 34
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 7c21f787-bf7a-49e4-b2bf-0959537f9cef · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Unresolved cited work
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 9ffc32f5-b351-4610-9bff-b70fb62a930e · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Unresolved cited work
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 4ce004e7-9966-4ce6-84fa-a0cb7feec697 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Large Video Planner Enables Generalizable Robot Control
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 1646ba38-3341-4f1c-b8c4-21a73701216f · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Emerging Properties in Unified Multimodal Pretraining
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 c53af64e-4281-454b-ac54-17f970c39245 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Unresolved cited work
Reference 39
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 1f0ba7d0-abb0-4d0d-b9bf-f5cebd2f52bc · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio FLARE: Robot Learning with Implicit World Modeling
Reference 40
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 efba3a3c-96db-48a5-b9da-4bf06ba54e41 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Unresolved cited work
Reference 41
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 9f503122-785c-4ede-b7fe-13c6512d9006 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Latent action pretraining through world modeling
Reference 42
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 956c4601-37bd-440f-b7b0-a58d5e72f647 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations
Reference 43
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 e0883932-3c60-41e6-a635-1e501f71bcf6 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Unresolved cited work
Reference 44
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 343a4f4f-0ab6-4c17-bb74-b7c246befdcf · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Luo and Y
Reference 45
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 ee59728f-c168-4ed6-890f-7e593d1c1079 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
Reference 46
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 0cc8e357-cc85-4784-9fa4-96f51c9fc9dc · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio Wiedemer, P
Reference 47
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 5970d5d0-54cb-42ae-b726-ef78b8acc3e8 · outbound
Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio noise level
Reference 48
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 7c60412a-aad7-4a17-af41-fa6935ce2e3b · inbound
BadWAM: When World-Action Models Dream Right but Act Wrong Understanding and Mitigating the Video-Action Generalization Gap via Temporal Ratio
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.