Paper Citation Record · LEDGER

DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2403.06845.

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

pith.paper-citation-record.v1
2403.06845 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:24:03.811275Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T09:55:40.661053Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
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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 8447c8ae-9561-4bdc-a302-f219b7d847f7 · inbound

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

Cosmos World Foundation Model Platform for Physical AI DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 247

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:38:46.161687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 403ae045-724a-4b48-a3f5-e0c4f29fd611 · inbound

Generative AI for Autonomous Driving: A Review cites this paper.

Generative AI for Autonomous Driving: A Review DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:03.811275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa9e811a-4167-4e63-bf76-854c28c44425 · inbound

Challenger: Affordable Adversarial Driving Video Generation cites this paper.

Challenger: Affordable Adversarial Driving Video Generation DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:16:05.465177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2b76419-530c-4dbf-9aad-08a1a6726ab5 · inbound

ProphetDWM: A Driving World Model for Rolling Out Future Actions and Videos cites this paper.

ProphetDWM: A Driving World Model for Rolling Out Future Actions and Videos DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:32.112739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c169dc51-180e-470a-aa21-97828b08e231 · 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 DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:49.159653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53682111-fd70-4a2e-ac34-14939f4ea411 · inbound

ReSim: Reliable World Simulation for Autonomous Driving cites this paper.

ReSim: Reliable World Simulation for Autonomous Driving DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:32:16.727850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c2054df-3e38-4551-955c-ccfd7b11af14 · inbound

SceneCrafter: Controllable Multi-View Driving Scene Editing cites this paper.

SceneCrafter: Controllable Multi-View Driving Scene Editing DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T23:10:57.619090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bc0c051-1d99-4300-ab2a-727650e703ce · inbound

WonderFree: Enhancing Novel View Quality and Cross-View Consistency for 3D Scene Exploration cites this paper.

WonderFree: Enhancing Novel View Quality and Cross-View Consistency for 3D Scene Exploration DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:50:28.453974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b5becb-0b33-49fc-acc1-b7f78f4ee496 · inbound

World4Drive: End-to-End Autonomous Driving via Intention-aware Physical Latent World Model cites this paper.

World4Drive: End-to-End Autonomous Driving via Intention-aware Physical Latent World Model DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:31.953866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c46c6f49-6e33-4b5c-86c4-8484eba1f7f1 · inbound

$I^{2}$-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting cites this paper.

$I^{2}$-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T18:08:54.392162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8217befd-0626-4cf0-846c-8e4001ffc59a · inbound

Non-invasive Assessment of Pancreatic Duct Hypertension Using Computational Flow Modeling cites this paper.

Non-invasive Assessment of Pancreatic Duct Hypertension Using Computational Flow Modeling DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-05T18:05:49.765813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd629798-cded-4631-943a-caed34b7455e · 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 DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-05T17:19:21.728429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eadc52c-e9ad-4945-9c71-f6e2e3c7f6fd · inbound

2nd Place Solution for CVPR2024 E2E Challenge: End-to-End Autonomous Driving Using Vision Language Model cites this paper.

2nd Place Solution for CVPR2024 E2E Challenge: End-to-End Autonomous Driving Using Vision Language Model DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T11:32:33.879692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 296d6262-3b4a-420f-8e15-971c54da243d · inbound

OmniNWM: Omniscient Driving Navigation World Models cites this paper.

OmniNWM: Omniscient Driving Navigation World Models DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 108

Resolution: unresolved; no resolver link, observed 2026-08-04T08:57:18.388577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1726f2c-5450-40df-8150-ce957bad3d72 · inbound

Scaling Up Occupancy-centric Driving Scene Generation: Dataset and Method cites this paper.

Scaling Up Occupancy-centric Driving Scene Generation: Dataset and Method DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T08:07:39.274825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4392a5e7-bb0f-4f40-9743-def22138801c · inbound

Driver-WM: A Driver-Centric Traffic-Conditioned Latent World Model for In-Cabin Dynamics Rollout cites this paper.

Driver-WM: A Driver-Centric Traffic-Conditioned Latent World Model for In-Cabin Dynamics Rollout DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:56:07.314602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation adc50b12-301b-4921-b601-3568c1afea29 · inbound

Driver-WM: A Driver-Centric Traffic-Conditioned Latent World Model for In-Cabin Dynamics Rollout cites this paper.

Driver-WM: A Driver-Centric Traffic-Conditioned Latent World Model for In-Cabin Dynamics Rollout DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-30T23:35:07.245636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 08fe4619-3618-490d-b36b-bbb4c22e6d66 · inbound

Steins;Gate Drive: Semantic Safety Arbitration over Structured Futures for Latency-Decoupled LLM Planning cites this paper.

Steins;Gate Drive: Semantic Safety Arbitration over Structured Futures for Latency-Decoupled LLM Planning DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-22T05:41:08.343724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9bda9091-ffa1-4173-a77c-8f08bbed1627 · inbound

AnyScene: Towards Highly Controllable Driving Scene Generation at Anywhere and Beyond cites this paper.

AnyScene: Towards Highly Controllable Driving Scene Generation at Anywhere and Beyond DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:04:00.861438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f0e543d-c04e-43f9-9968-1af2dd2ef6d0 · inbound

InfiniVerse: Occupancy Guided Unbounded Scene Generation for Autonomous Driving cites this paper.

InfiniVerse: Occupancy Guided Unbounded Scene Generation for Autonomous Driving DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:55:40.662667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a268a48-558b-4523-a1af-f22afa8385cf · 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 DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T02:55:45.750384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.