Paper Citation Record · LEDGER

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control

As of 8 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 7 inbound Pith citation observations for arXiv:2505.22421.

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

pith.paper-citation-record.v1
2505.22421 v2

Coverage vector

measured 91 of 91 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:13:49.672035Z

measured 98 of 98 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T06:04:07.240277Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T21:38:00.711347Z

Reference resolution

91 of 91 outbound references displayed

verified exact0
verified fuzzy29
unresolved62
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0bc5fa8-b5cc-4308-9135-c10b7a4c856d · outbound

This paper cites Act-bench: Towards action controllable world models for autonomous driving, 2024.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Act-bench: Towards action controllable world models for autonomous driving, 2024

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:40.913666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 713b578d-4c1a-4376-9241-c8996f0f3c5b · outbound

This paper cites Videopainter: Any-length video inpainting and editing with plug-and-play context control, 2025.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Videopainter: Any-length video inpainting and editing with plug-and-play context control, 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:41.258335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35f54321-9100-4419-8bde-24ea86a4925d · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:41.554664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27f7c131-b773-4b1d-928a-b670bf32f005 · outbound

This paper cites Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:41.625065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25d171ce-2fc9-4669-8d13-47fd479435d0 · outbound

This paper cites Align your latents: High-resolution video synthesis with latent diffusion models.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Align your latents: High-resolution video synthesis with latent diffusion models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:41.746002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83c65f8e-c93f-485f-b4ed-3c99636351de · outbound

This paper cites MUVO: A Multimodal Generative World Model for Autonomous Driving with Geometric Representations.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control MUVO: A Multimodal Generative World Model for Autonomous Driving with Geometric Representations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:41.819658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80793543-857d-469e-b697-c2045f98a9aa · outbound

This paper cites Lang, Sourabh V ora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yuxin Pan, Giancarlo Baldan, and Oscar Beijbom.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Lang, Sourabh V ora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yuxin Pan, Giancarlo Baldan, and Oscar Beijbom

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:41.940218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 950d3478-5ac3-41e3-b104-c3de6cbbc78a · outbound

This paper cites Training-free regional prompting for diffusion transformers, 2024.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Training-free regional prompting for diffusion transformers, 2024

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.008809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63fd5c3-3e46-4fe9-b13b-e1022d236dd3 · outbound

This paper cites Eva: An embodied world model for future video anticipation, 2024.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Eva: An embodied world model for future video anticipation, 2024

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.098586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31d9f025-15dc-4cb6-a1c2-8a432b599be0 · outbound

This paper cites Structure and content-guided video synthesis with diffusion models.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Structure and content-guided video synthesis with diffusion models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.190278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5ab02e5-56cf-4e31-b610-df67dab9afbc · outbound

This paper cites PointRNN: Point Recurrent Neural Network for Moving Point Cloud Processing.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control PointRNN: Point Recurrent Neural Network for Moving Point Cloud Processing

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.294484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0f8bb4-150a-425d-92a7-3855cdcb3a0a · outbound

This paper cites CarDreamer: Open-Source Learning Platform for World Model based Autonomous Driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control CarDreamer: Open-Source Learning Platform for World Model based Autonomous Driving

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.402880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc9860f-7d04-45e8-a2d6-0e374d660a62 · outbound

This paper cites Vista: A generalizable driving world model with high fidelity and versatile controllability.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Vista: A generalizable driving world model with high fidelity and versatile controllability

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.524865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 724c8229-94bd-46f5-92f6-bc7a164c2fdd · outbound

This paper cites Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.650462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f49e13b1-88ab-43ef-a031-117538ab56b0 · outbound

This paper cites DOME: Taming Diffusion Model into High-Fidelity Controllable Occupancy World Model.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DOME: Taming Diffusion Model into High-Fidelity Controllable Occupancy World Model

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.754803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca103b43-a6b9-4258-9347-870578b953e2 · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.790881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b13987-a2f9-4245-8b73-70e113a9e379 · outbound

This paper cites Vdt-auto: End-to-end autonomous driving with vlm-guided diffusion transformers, 2025.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Vdt-auto: End-to-end autonomous driving with vlm-guided diffusion transformers, 2025

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.808416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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.

Observation 123579cb-b0cc-4503-9024-7961a450ffa9 · outbound

This paper cites CameraCtrl: Enabling Camera Control for Text-to-Video Generation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control CameraCtrl: Enabling Camera Control for Text-to-Video Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.974521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 698aa467-7460-4ff7-afdb-00d87b3bcab8 · outbound

This paper cites GANs trained by a two time-scale update rule converge to a local Nash equilibrium.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control GANs trained by a two time-scale update rule converge to a local Nash equilibrium

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:55.742396Z

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 e05d0943-2d38-4c3a-8f0a-d9fdf7a6db69 · outbound

This paper cites Video Diffusion Models.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Video Diffusion Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:43.141793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a55a477-2ff6-4ebc-94a9-856b4d4b336e · outbound

This paper cites CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:43.145764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9920e67-f7d3-471f-9254-ef701d1d152d · outbound

This paper cites GAIA-1: A Generative World Model for Autonomous Driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control GAIA-1: A Generative World Model for Autonomous Driving

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:43.208914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b78d4b06-e9f4-4de9-acbc-71041aa5bb28 · outbound

This paper cites DrivingWorld: Constructing World Model for Autonomous Driving via Video GPT.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DrivingWorld: Constructing World Model for Autonomous Driving via Video GPT

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:43.254703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21461dc1-6765-448e-9aa2-2dad0ea4e7f2 · outbound

This paper cites VAD: Vectorized Scene Representation for Efficient Autonomous Driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control VAD: Vectorized Scene Representation for Efficient Autonomous Driving

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:43.311055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ee56429-6772-4634-8de5-d4629d05a5d7 · outbound

This paper cites Neural lidar fields for novel view synthesis.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Neural lidar fields for novel view synthesis

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:55.487778Z

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 645ed056-20d7-43d1-bb5b-8f9b0005a2ad · outbound

This paper cites Neural volumetric world models for autonomous driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Neural volumetric world models for autonomous driving

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:55.376686Z

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 33f35aa0-3f72-4306-8f5e-c0d6998e83c0 · outbound

This paper cites Perceptual losses for real-time style transfer and super-resolution.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Perceptual losses for real-time style transfer and super-resolution

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:55.220819Z

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 d6166ec5-bbb1-413e-8bb1-56b80a178b29 · outbound

This paper cites Differentiable raycasting for self-supervised occupancy forecasting.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Differentiable raycasting for self-supervised occupancy forecasting

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:55.046110Z

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 7ca5fdac-cba5-4d57-98cf-9cdfeef35d4a · outbound

This paper cites DriveGAN: Towards a Controllable High-Quality Neural Simulation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DriveGAN: Towards a Controllable High-Quality Neural Simulation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:54.874858Z

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 bf7b2ee3-a23d-47ba-8b61-47b265247ebd · outbound

This paper cites Adam: A Method for Stochastic Optimization.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Adam: A Method for Stochastic Optimization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:43.859998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0325e66d-2ecf-4bb9-babb-5d6dbbd78ea6 · outbound

This paper cites an unresolved cited work.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:43.962272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c512e6c4-dd51-4d12-9df4-ecd17a2a4821 · outbound

This paper cites DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion model.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion model

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:44.086451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9761e290-c0ed-4014-a712-35023f2d7e18 · outbound

This paper cites Enhancing End-to-End Autonomous Driving with Latent World Model.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Enhancing End-to-End Autonomous Driving with Latent World Model

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:44.204956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5b9be16-882f-43ac-9dd1-a77d8a804b07 · outbound

This paper cites Gligen: Open-set grounded text-to-image generation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Gligen: Open-set grounded text-to-image generation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:54.680018Z

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 f1224c39-a01f-4a44-840e-55659df5d9aa · outbound

This paper cites Lidar-based 4d occupancy completion and forecasting.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Lidar-based 4d occupancy completion and forecasting

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:54.434040Z

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 8afdbfbe-dc29-43fc-a263-911ba84b9c4b · outbound

This paper cites Monet: Motion-based point cloud prediction network.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Monet: Motion-based point cloud prediction network

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:54.259941Z

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 4d0b93e9-98ea-4070-bd0c-66e25a896e56 · outbound

This paper cites Wovogen: World volume-aware diffusion for controllable multi-camera driving scene generation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Wovogen: World volume-aware diffusion for controllable multi-camera driving scene generation

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:54.032026Z

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 34795f16-6f1c-4db0-864e-f1372fafaa06 · outbound

This paper cites Unleashing Generalization of End-to-End Autonomous Driving with Controllable Long Video Generation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Unleashing Generalization of End-to-End Autonomous Driving with Controllable Long Video Generation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:44.691547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4a011fa-542e-4277-b71a-a0ed8358ac5f · outbound

This paper cites Cam4docc: Benchmark for camera-only 4d occupancy forecasting in autonomous driving applications.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Cam4docc: Benchmark for camera-only 4d occupancy forecasting in autonomous driving applications

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:53.912429Z

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 916f2587-9f76-408f-b845-245901fe6401 · outbound

This paper cites DreamDrive: Generative 4D Scene Modeling from Street View Images.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DreamDrive: Generative 4D Scene Modeling from Street View Images

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:44.861132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f240d634-7814-41fd-9511-da078b1fdfca · outbound

This paper cites Latent-nerf for shape- guided generation of 3d shapes and textures.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Latent-nerf for shape- guided generation of 3d shapes and textures

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:53.744860Z

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 1d51c5dc-45b4-40c1-aa81-7da97d4b63e3 · outbound

This paper cites Driveworld: 4d pre-trained scene understanding via world models for autonomous driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Driveworld: 4d pre-trained scene understanding via world models for autonomous driving

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:53.560150Z

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 d98778b4-3a9d-4eea-8a9a-56cf71b2a781 · outbound

This paper cites T2i- adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control T2i- adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:52.995800Z

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 c69e78cb-4eb5-4340-bf84-e2e852c9c3b0 · outbound

This paper cites Multidiff: Consistent novel view synthesis from a single image.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Multidiff: Consistent novel view synthesis from a single image

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:52.778628Z

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 2eb62395-784b-435f-9e59-877063541621 · outbound

This paper cites ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:45.381794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a448bee4-170b-44ee-938c-3cd2dc30a296 · outbound

This paper cites MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:45.495742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d41bd753-5708-47cc-9484-d953bcce40f7 · outbound

This paper cites VASE: Object-Centric Appearance and Shape Manipulation of Real Videos.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control VASE: Object-Centric Appearance and Shape Manipulation of Real Videos

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:45.595809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7019197f-7021-44fe-af2f-a0c6cfa73017 · outbound

This paper cites Mitigating Covariate Shift in Imitation Learning for Autonomous Vehicles Using Latent Space Generative World Models.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Mitigating Covariate Shift in Imitation Learning for Autonomous Vehicles Using Latent Space Generative World Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:45.731296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70ba3438-6187-4fec-99af-36e206edbd3d · outbound

This paper cites DUSt3R: Geometric 3D Vision Made Easy.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DUSt3R: Geometric 3D Vision Made Easy

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:45.787576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a015b4a9-ecd5-45b7-b629-de9303fe99b0 · outbound

This paper cites Gaia-2: A controllable multi-view generative world model for autonomous driving, 2025.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Gaia-2: A controllable multi-view generative world model for autonomous driving, 2025

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:45.868175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 934bd532-3e88-4f9b-8f6e-772acb246729 · outbound

This paper cites Denoising diffusion implicit models.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Denoising diffusion implicit models

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:52.688388Z

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 a80ce3f2-65b4-4f9d-a10d-4fc07bddd1ae · outbound

This paper cites Probing Multimodal LLMs as World Models for Driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Probing Multimodal LLMs as World Models for Driving

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:46.105756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce982df6-ed47-4644-8fe2-16337b792e77 · outbound

This paper cites Street-view image generation from a bird’s-eye view layout.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Street-view image generation from a bird’s-eye view layout

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:52.548336Z

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 850655aa-042f-4c58-a56a-aba18239ea88 · outbound

This paper cites Drivevlm: The convergence of autonomous driving and large vision-language models, 2024.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Drivevlm: The convergence of autonomous driving and large vision-language models, 2024

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:46.326118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca1b62be-8b4c-4e48-a3d9-a5cf30e92ade · outbound

This paper cites Towards accurate generative models of video: A new metric & challenges.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Towards accurate generative models of video: A new metric & challenges

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:52.387184Z

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 dd564f8f-aa53-4593-b058-180cad7b3bf4 · outbound

This paper cites ModelScope Text-to-Video Technical Report.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control ModelScope Text-to-Video Technical Report

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:46.614652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef2eff61-da35-43ac-b709-2a85be43c777 · outbound

This paper cites OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:46.690220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d522f5-4492-484b-9c52-de84f2423c85 · outbound

This paper cites Drivedreamer: Towards real-world-driven world models for autonomous driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Drivedreamer: Towards real-world-driven world models for autonomous driving

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:52.215253Z

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 070a908b-344a-46e1-9682-121b51bcfe98 · outbound

This paper cites WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:46.886225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b4494e-96cf-411c-a40d-aec887d2c06c · outbound

This paper cites DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:47.026476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 082ebf1f-8919-4757-80cf-b5b43bd7788e · outbound

This paper cites Bovik, Hamid R.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Bovik, Hamid R

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:52.052564Z

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 3ad4b8f3-b9ab-48cf-b7b5-7e5b51db22c4 · outbound

This paper cites MotionCtrl: A Unified and Flexible Motion Controller for Video Generation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control MotionCtrl: A Unified and Flexible Motion Controller for Video Generation

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:47.182163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 006ca96d-6c9b-4f8b-a458-ec59649705b6 · outbound

This paper cites OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:47.323489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22d3e96-e7a0-4ea0-82e6-3706fc90411c · outbound

This paper cites Fast point cloud generation with straight flows.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Fast point cloud generation with straight flows

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:51.867955Z

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 163d9509-e8e5-420c-bc2a-9421b466c7ad · outbound

This paper cites HoloDrive: Holistic 2D-3D Multi-Modal Street Scene Generation for Autonomous Driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control HoloDrive: Holistic 2D-3D Multi-Modal Street Scene Generation for Autonomous Driving

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:47.504190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15a84e0b-054d-4ff9-8548-74b05a9ef2e4 · outbound

This paper cites ToonCrafter: Generative Cartoon Interpolation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control ToonCrafter: Generative Cartoon Interpolation

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:47.582261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e17d82ac-1cfc-4c33-9659-a35e3a9f0247 · outbound

This paper cites Make-your-video: Customized video generation using textual and structural guidance.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Make-your-video: Customized video generation using textual and structural guidance

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:51.689771Z

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 d7807148-38fa-4e98-a920-20fcc5d98908 · outbound

This paper cites DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:47.828734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf63a6b-efa8-4abe-ab16-63984b5bc252 · outbound

This paper cites CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:47.928762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5833e7f1-71f1-4fb4-99b4-410f9db51ac8 · outbound

This paper cites DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:47.961520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f40c52-e63f-4e7f-aa1c-86071f6891c3 · outbound

This paper cites Street gaussians: Modeling dynamic urban scenes with gaussian splatting.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Street gaussians: Modeling dynamic urban scenes with gaussian splatting

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:48.056934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4366469-57ce-43cd-ab3c-ccbc6dff6753 · outbound

This paper cites RenderWorld: World Model with Self-Supervised 3D Label.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control RenderWorld: World Model with Self-Supervised 3D Label

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:48.094190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c6e7c54-6ede-46e1-9535-60380013544a · outbound

This paper cites Generalized Predictive Model for Autonomous Driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Generalized Predictive Model for Autonomous Driving

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:51.514238Z

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 cbcbf7e7-7c6e-4bcb-b9af-4198976ef196 · outbound

This paper cites DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:48.204636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 879ef3eb-34ae-42bc-a2a1-b60b09918370 · outbound

This paper cites Visual point cloud forecasting enables scalable autonomous driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Visual point cloud forecasting enables scalable autonomous driving

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:51.351402Z

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 cc6121cb-2ac6-47ed-af5c-33e9f52a01c3 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:48.400467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fdee80e-e591-4545-8b0c-e498fe7e8cf8 · outbound

This paper cites DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:48.499494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e410f5d1-cfd0-4d74-942c-ad71c3a6a37c · outbound

This paper cites Nerf-lidar: Generating realistic lidar point clouds with neural radiance fields.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Nerf-lidar: Generating realistic lidar point clouds with neural radiance fields

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:51.189898Z

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 dcd6aa33-8309-4280-bfca-cd6bf7b8f173 · outbound

This paper cites MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:48.641172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9240be9e-2770-451d-bfa3-23fd91829237 · outbound

This paper cites Copilot4d: Learning unsupervised world models for autonomous driving via discrete diffusion.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Copilot4d: Learning unsupervised world models for autonomous driving via discrete diffusion

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:51.014910Z

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 d02f5f78-8e61-4640-8589-e4b2ca8f8006 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Adding conditional control to text-to-image diffusion models

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:50.912662Z

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 ae97678e-55ae-45b0-a7d5-541ba51c9271 · outbound

This paper cites BEVWorld: A Multimodal World Simulator for Autonomous Driving via Scene-Level BEV Latents.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control BEVWorld: A Multimodal World Simulator for Autonomous Driving via Scene-Level BEV Latents

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:48.940769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8932526d-abc7-4aee-914e-3f08321bbb4d · outbound

This paper cites DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:49.020295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c169dc51-180e-470a-aa21-97828b08e231 · outbound

This paper cites DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation.

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 0fe889b9-22af-4619-b3da-d7ed0c74b6f6 · outbound

This paper cites Sce2drivex: A generalized mllm framework for scene-to-drive learning, 2025.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Sce2drivex: A generalized mllm framework for scene-to-drive learning, 2025

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:50.725235Z

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 b84b8d5e-5483-4afa-8ebe-b2eed8c85fad · outbound

This paper cites Occworld: Learning a 3d occupancy world model for autonomous driving.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Occworld: Learning a 3d occupancy world model for autonomous driving

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:50.595245Z

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 904c150a-8765-4f0e-a023-674d4a876fa3 · outbound

This paper cites Doe-1: Closed-Loop Autonomous Driving with Large World Model.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Doe-1: Closed-Loop Autonomous Driving with Large World Model

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:49.436064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eec357c-851c-4908-9f1a-5dab9fae46b8 · outbound

This paper cites an unresolved cited work.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:50.441012Z

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 9413bceb-eaa2-4e4d-a3d5-6167653846f0 · outbound

This paper cites SimGen: Simulator-conditioned Driving Scene Generation.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control SimGen: Simulator-conditioned Driving Scene Generation

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:49.608108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49956bc2-ee9b-4066-ad8f-255aa10fab66 · outbound

This paper cites GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction.

GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:49.672035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation aa93f4dc-9fcd-45e8-8914-ef7d6ed98b99 · inbound

3D and 4D World Modeling: A Survey cites this paper.

3D and 4D World Modeling: A Survey GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T06:04:07.240277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efba65c3-7dc0-41a8-80d6-932e93e59fb1 · inbound

A Comprehensive Survey on World Models for Embodied AI cites this paper.

A Comprehensive Survey on World Models for Embodied AI GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control

Reference 170

Resolution: unresolved; no resolver link, observed 2026-08-04T09:12:49.765084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f24f76d6-01cc-4a2a-b400-f2f52840b01b · inbound

WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World cites this paper.

WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T17:02:31.592390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e3e13ad-17b4-4a0a-96b3-ca03533bdd9e · inbound

Telecom World Models: Unifying Digital Twins, Foundation Models, and Predictive Planning for 6G cites this paper.

Telecom World Models: Unifying Digital Twins, Foundation Models, and Predictive Planning for 6G GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:30:54.605041Z

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 728061d8-87fa-40c3-8908-065ebb958c73 · inbound

ScenarioControl: Vision-Language Controllable Vectorized Latent Scenario Generation cites this paper.

ScenarioControl: Vision-Language Controllable Vectorized Latent Scenario Generation GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:26:27.496884Z

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 fc08ea91-6e13-4f3c-809b-941d78ad27c0 · inbound

CoWorld-VLA: Thinking in a Multi-Expert World Model for Autonomous Driving cites this paper.

CoWorld-VLA: Thinking in a Multi-Expert World Model for Autonomous Driving GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:56:28.786361Z

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 6492de90-8501-47a9-9efe-14758953505a · inbound

CoWorld-VLA: Thinking in a Multi-Expert World Model for Autonomous Driving cites this paper.

CoWorld-VLA: Thinking in a Multi-Expert World Model for Autonomous Driving GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:38:00.713564Z

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.