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Paper Citation Record · LEDGER

GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2412.11198.

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

pith.paper-citation-record.v1
2412.11198 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:13:42.902690Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T21:06:13.797390Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ac5b25be-eb94-4d8b-a35f-de8e19f1f6cc · inbound

GAIA-2: A Controllable Multi-View Generative World Model for Autonomous Driving cites this paper.

GAIA-2: A Controllable Multi-View Generative World Model for Autonomous Driving GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-15T13:48:22.339230Z

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.

source=pdf_text observed=2026-05-15T13:48:22.279405Z digest=sha256:35ea4a5f6bff959c682f1198997369dc147a6c076fd9a504edcdc9198d5e6855

Observation e64e1309-a665-4a08-8dff-aa00159e5cea · inbound

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control cites this paper.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T13:13:42.902690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:13:42.902690Z digest=sha256:6e76e6cb3b7e4105eed7b53ddfccf319c086b3c84e34889e98c09505759c214e

Observation da65dc62-cd75-4d42-b702-276a4d3cc2e8 · inbound

Seeing Clearly, Forgetting Deeply: Revisiting Fine-Tuned Video Generators for Driving Simulation cites this paper.

Seeing Clearly, Forgetting Deeply: Revisiting Fine-Tuned Video Generators for Driving Simulation GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T17:19:11.673125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:19:11.673125Z digest=sha256:473327d145e2d5baf5169862e3e169efc293d313446c53bd1f911c6cdd122fa1

Observation 8d9971b4-40b9-40d2-a10e-e34611b53554 · inbound

How You Move Tells What You'll Do: Trajectory-Conditioned Egocentric Prediction cites this paper.

How You Move Tells What You'll Do: Trajectory-Conditioned Egocentric Prediction GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-21T07:19:47.034828Z

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.

source=pdf_text observed=2026-05-21T07:14:59.175822Z digest=sha256:8af25b834b8c5354a07de9ab25a9a12110b540cd118f5b4e8b6a689c69a34c11

Observation 645d106c-2757-4d39-905c-4faf702b1677 · 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 GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control

Reference 211

Resolution
verified exact
arxiv_id, observed 2026-07-01T21:06:13.799031Z

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.

source=pdf_text observed=2026-06-28T17:29:18.513507Z digest=sha256:7146ca677a3c4076ee699b3d9912f23578329585cd96d160000491f7f4615b69

Observation e209b637-182d-4001-a185-e1286e9b4871 · inbound

Instant NuRec: Feed-Forward 3D Gaussian Reconstruction for Driving Scene Simulation cites this paper.

Instant NuRec: Feed-Forward 3D Gaussian Reconstruction for Driving Scene Simulation GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-02T02:55:45.953730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:55:45.953730Z digest=sha256:3f572d40b198b81e2c3b1341423c1f8397168cd64ef36f1f9854367e9bd1f9d0