muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards | Paper Citation Record

Observation 3cdd595e-12d5-46e9-9286-576e9c06a00f · outbound

This paper cites Gaia-1: A generative world model for autonomous driving, 2023.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Gaia-1: A generative world model for autonomous driving, 2023

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:09.213830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08049a67-f7f2-40c8-9e76-095219fe2441 · outbound

This paper cites Drivedreamer-2: Llm-enhanced world models for diverse driving video generation.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Drivedreamer-2: Llm-enhanced world models for diverse driving video generation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:36.574827Z

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 7916d777-68c7-4910-9b9a-a8c9ad0f9cca · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T00:34:27.765046Z

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 ec6f356d-b34a-4aee-a633-3ff8f8f48afe · outbound

This paper cites When language and vision meet road safety: Leveraging multimodal large language models for video-based traffic accident analysis.Accident Analysis & Prevention, 219:108077, 2025.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards When language and vision meet road safety: Leveraging multimodal large language models for video-based traffic accident analysis.Accident Analysis & Prevention, 219:108077, 2025

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T00:34:27.185070Z

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 f51d31bc-ffa4-451e-8dfd-c77548ebe47f · outbound

This paper cites Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning.Transportation Research Part C: Emerging Technologies, 167:104804, 2024.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning.Transportation Research Part C: Emerging Technologies, 167:104804, 2024

Reference 6

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T00:34:26.844767Z

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 8751d46a-12e2-426a-96d1-a227a836fe3b · outbound

This paper cites WeatherEdit: Controllable Weather Editing with 4D Gaussian Field.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards WeatherEdit: Controllable Weather Editing with 4D Gaussian Field

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:10.397255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 469bab22-66e7-41ca-bdaf-bb929bfdec31 · outbound

This paper cites WeatherGS: 3D scene recon- struction in adverse weather conditions via gaussian splatting.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards WeatherGS: 3D scene recon- struction in adverse weather conditions via gaussian splatting

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:10.608324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55288f6d-8848-4e94-af62-7ce3baefbc99 · outbound

This paper cites Weather-Magician: Reconstruction and Rendering Framework for 4D Weather Synthesis In Real Time.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Weather-Magician: Reconstruction and Rendering Framework for 4D Weather Synthesis In Real Time

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:10.810597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c36b56a0-e132-4a82-be20-95697d720268 · outbound

This paper cites Drivingdiffusion: Layout-guided multi-view driving scenarios video generation with latent diffusion model.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Drivingdiffusion: Layout-guided multi-view driving scenarios video generation with latent diffusion model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:10.890431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98372c1d-6ea9-4e46-86d7-5e4b0ad240a4 · outbound

This paper cites MagicDrive: Street View Generation with Diverse 3D Geometry Control.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards MagicDrive: Street View Generation with Diverse 3D Geometry Control

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:11.060009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54fcb9cd-ca23-4a1b-a6c5-830665892bab · outbound

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

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Wovogen: World volume-aware diffusion for controllable multi-camera driving scene generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:11.219126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fa4fbb1-74ac-4886-bd1b-b8ee740a6e91 · outbound

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

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards GAIA-2: A Controllable Multi-View Generative World Model for Autonomous Driving

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:11.334906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 314f79c3-e8e7-4e0c-af07-18ddd7f6c0f2 · outbound

This paper cites SafeMVDrive: Multi-view Safety-Critical Driving Video Synthesis in the Real World Domain.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards SafeMVDrive: Multi-view Safety-Critical Driving Video Synthesis in the Real World Domain

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:11.617046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dbdcf02-5403-494b-82aa-5ae1d58f2ffe · outbound

This paper cites Challenger: Affordable adversarial driving video generation,.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Challenger: Affordable adversarial driving video generation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:36.238456Z

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 58b45689-a4e3-4c87-bfa4-f1fa6781966f · outbound

This paper cites Cosmos-transfer1: Conditional world generation with adaptive multimodal control,.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Cosmos-transfer1: Conditional world generation with adaptive multimodal control,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:36.004831Z

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 1fa69736-6492-445f-9186-98c6fc04e389 · outbound

This paper cites Challenger: Affordable Adversarial Driving Video Generation.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Challenger: Affordable Adversarial Driving Video Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:11.924754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c2dc313-8bca-4936-a7fc-585266d48572 · outbound

This paper cites Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:12.254829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation addf9351-7fa5-42e8-8d21-9037d7beaf68 · outbound

This paper cites HUGSIM: A Real-Time, Photo-Realistic and Closed-Loop Simulator for Autonomous Driving.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards HUGSIM: A Real-Time, Photo-Realistic and Closed-Loop Simulator for Autonomous Driving

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:13.277062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c74536f1-2291-48a6-8305-10296d4aec4b · outbound

This paper cites Street gaussians: Modeling dynamic urban scenes with 14 gaussian splatting.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Street gaussians: Modeling dynamic urban scenes with 14 gaussian splatting

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:35.667353Z

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 c65a8c5a-f259-4f7b-a389-1e210161fc66 · outbound

This paper cites HorizonForge: Driving scene editing with any trajectories and any vehicles, 2026.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards HorizonForge: Driving scene editing with any trajectories and any vehicles, 2026

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:13.557585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a527f2b-2f00-462b-b7b9-11f0356f02a6 · outbound

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

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards DreamDrive: Generative 4D Scene Modeling from Street View Images

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:13.795553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec20befb-b646-46a4-a9b2-32836d35ce99 · outbound

This paper cites SplatAD: Real-time lidar and camera rendering with 3D gaussian splatting for autonomous driving.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards SplatAD: Real-time lidar and camera rendering with 3D gaussian splatting for autonomous driving

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:13.454904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a0c1f82-0431-4467-b91c-4c06221cf56e · outbound

This paper cites WorldSplat: Gaussian-centric feed-forward 4D scene generation for autonomous driving, 2025.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards WorldSplat: Gaussian-centric feed-forward 4D scene generation for autonomous driving, 2025

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:14.135011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3f89fba-c9ef-452a-aab3-9678a15fec5d · outbound

This paper cites 3D StreetUnveiler with Semantic-aware 2DGS -- a simple baseline.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards 3D StreetUnveiler with Semantic-aware 2DGS -- a simple baseline

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:34:25.056094Z

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 d968da2b-4b25-4e65-b80e-4a3b18762e84 · outbound

This paper cites Physgaussian: Physics-integrated 3D gaussians for generative dynamics.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Physgaussian: Physics-integrated 3D gaussians for generative dynamics

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:14.636096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e1ad0e6-86d0-4bb3-a080-035b03e29aba · outbound

This paper cites Drive- Dreamer4D: World models are effective data machines for 4D driving scene representation,.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Drive- Dreamer4D: World models are effective data machines for 4D driving scene representation,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:35.435092Z

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 6a00d34f-54f3-4580-80c2-73afbafc19f5 · outbound

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

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:14.014862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80d7a15c-7618-4fd1-b350-a8fc72a5eec3 · outbound

This paper cites Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:14.969280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba5b17f0-c706-41b8-a96d-0408da638cc9 · outbound

This paper cites AutoWeather4D: Autonomous driving video weather conversion via G-buffer dual-pass editing,.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards AutoWeather4D: Autonomous driving video weather conversion via G-buffer dual-pass editing,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:35.114884Z

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 d180706f-a025-4a78-a2bb-b2c4db5578fa · outbound

This paper cites Learning physics-grounded 4D dynamics with neural gaussian force fields, 2026.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Learning physics-grounded 4D dynamics with neural gaussian force fields, 2026

Reference 38

Resolution: verified exact; raw_fallback, observed 2026-08-07T00:34:23.314561Z

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 6564b987-2af8-448b-a7bb-a06d925b1fa0 · outbound

This paper cites Real2Sim: A Physics-driven and Editable Gaussian Splatting Framework for Autonomous Driving Scenes.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Real2Sim: A Physics-driven and Editable Gaussian Splatting Framework for Autonomous Driving Scenes

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:15.454786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5a33c2-649e-408d-a7e6-0ef1ba72d825 · outbound

This paper cites Feature Splatting: Language-Driven Physics-Based Scene Synthesis and Editing.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Feature Splatting: Language-Driven Physics-Based Scene Synthesis and Editing

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:14.747761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 428a5806-1106-424c-ba7c-6172dab6590c · outbound

This paper cites DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:14.808221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ea4edff-d9b1-4e8a-9344-f8dad8f44432 · outbound

This paper cites Physgen: Rigid-body physics-grounded image-to-video generation.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Physgen: Rigid-body physics-grounded image-to-video generation

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:34.724745Z

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 e1e569e4-703b-4733-af9b-d7afb4b8398c · outbound

This paper cites Efficient physics simulation for 3D scenes via MLLM-guided gaussian splatting.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Efficient physics simulation for 3D scenes via MLLM-guided gaussian splatting

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:15.064046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7252bd0-56f5-4ac2-8e68-bd8770f8c646 · outbound

This paper cites WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:16.183578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b3abdf-30f3-4b42-9e70-a1a984a016b9 · outbound

This paper cites Physvid: Physics-aware local conditioning for generative video models.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Physvid: Physics-aware local conditioning for generative video models

Reference 45

Resolution: verified exact; raw_fallback, observed 2026-08-07T00:34:21.716135Z

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 07b95210-1223-457f-8281-0b6f219db9da · outbound

This paper cites CARLA-GS: Decoupling Representation, Reasoning, and Physics Simulation for Autonomous Driving Corner-Case Synthesis.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards CARLA-GS: Decoupling Representation, Reasoning, and Physics Simulation for Autonomous Driving Corner-Case Synthesis

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:34:22.725691Z

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 9ae1e485-8ec2-4a3d-ac7a-bd29397d5f3d · outbound

This paper cites Physics-Aware 3D Gaussian Editing for Driving Scene Generation.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Physics-Aware 3D Gaussian Editing for Driving Scene Generation

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:34:22.354743Z

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 c1cf0146-3d7c-4832-849c-c7ab5aeb1a73 · outbound

This paper cites Scenefactory: GPU-accelerated multi-agent driving simulation with physics-based vehicle dynamics, 2026.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Scenefactory: GPU-accelerated multi-agent driving simulation with physics-based vehicle dynamics, 2026

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:34.295256Z

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 6f815e59-fc05-4772-83b6-1e2d7883621c · outbound

This paper cites PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:15.934826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32225ca1-f466-4642-acc8-ea40ea9fd754 · outbound

This paper cites VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:16.094906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 336ee39e-ab61-4d36-a7e7-3dbfab3bddac · outbound

This paper cites Scalability in perception for autonomous driving: Waymo open dataset.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Scalability in perception for autonomous driving: Waymo open dataset

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:33.381512Z

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 34165314-a90f-4fe2-ab06-2061114666a6 · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:34:33.154819Z

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 a3352a45-78a0-4c3f-a99c-f6defa7b62cb · outbound

This paper cites GenieDrive: Towards physics-aware driving world model with 4D occupancy guided video generation, 2025.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards GenieDrive: Towards physics-aware driving world model with 4D occupancy guided video generation, 2025

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:16.445665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23c590ff-e841-4a1c-a4ef-18de43cd8776 · outbound

This paper cites Point as Skeleton: Accumulated Point Cloud Enhanced Autoregressive Generation for Closed-Loop Autonomous Driving Simulation.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Point as Skeleton: Accumulated Point Cloud Enhanced Autoregressive Generation for Closed-Loop Autonomous Driving Simulation

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:34:21.081433Z

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 33b5a85a-746a-4aa9-b90a-f896efef9d86 · outbound

This paper cites Learning transferable visual models from natural language supervision.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Learning transferable visual models from natural language supervision

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:32.803140Z

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 d9947b93-e98d-4598-a4af-a53d3240d340 · outbound

This paper cites CARLA: An open urban driving simulator.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards CARLA: An open urban driving simulator

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:34.034744Z

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 fcf7c181-4d89-4edf-b224-d236d5645d11 · outbound

This paper cites CarSim: Vehicle dynamics simulation software.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards CarSim: Vehicle dynamics simulation software

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:33.764747Z

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 df5d8163-47a7-4303-a93c-129ea9c9ef3d · outbound

This paper cites FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:17.972052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7c2e1ff-1ac2-487c-b1da-9b6c48c821a8 · outbound

This paper cites The Unreasonable Effectiveness of Deep Features as a Perceptual Metric.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:18.095503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31674a12-af3d-4203-8d2a-0b2a1542dd36 · outbound

This paper cites Vggt: Visual geometry grounded transformer.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Vggt: Visual geometry grounded transformer

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:17.407507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 127a90e3-1400-4727-bcf8-625daa96fc13 · outbound

This paper cites Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:17.536724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 803a604e-e698-4256-af29-0d423f11ae9c · outbound

This paper cites Friction measurement methods and the correlation between road friction and traffic safety: A literature review.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Friction measurement methods and the correlation between road friction and traffic safety: A literature review

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:30.914748Z

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 01bd3807-61a1-4a4b-8e75-404b34b56ecd · outbound

This paper cites Ltx-video: Realtime video latent diffusion, 2024.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Ltx-video: Realtime video latent diffusion, 2024

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:32.378331Z

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 671e4705-4256-4f06-8ee8-24c5cd454281 · outbound

This paper cites Vogel, W¨ urzburg, Germany, 1993.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Vogel, W¨ urzburg, Germany, 1993

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:32.114987Z

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 c21e2402-6a11-4166-a726-fd9f99606668 · outbound

This paper cites Astm e965/e965m-15(2019): Standard test method for measuring pavement macrotexture depth using a volumetric technique.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Astm e965/e965m-15(2019): Standard test method for measuring pavement macrotexture depth using a volumetric technique

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:29.688480Z

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 d168b8d6-be62-49cf-924f-7674a5e15d08 · outbound

This paper cites Kilgore, A.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Kilgore, A

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:29.471233Z

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 562f2d2c-ce6e-4478-9377-f683f12ab316 · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:34:31.612297Z

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 4417d390-1b1b-4918-adf8-6dfe3a9e0498 · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:34:31.194335Z

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 1d53ad74-3dc7-476e-adf5-91285553a087 · outbound

This paper cites Ivan, Nalini Ravishanker, Eric Jackson, Brien Aronov, and Sizhen Guo.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Ivan, Nalini Ravishanker, Eric Jackson, Brien Aronov, and Sizhen Guo

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:30.164870Z

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 c62b2b9a-4ebd-4f15-9001-30ad7c673f2e · outbound

This paper cites Flintsch, and Edgar de Le´ on Izeppi.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Flintsch, and Edgar de Le´ on Izeppi

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:29.972612Z

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 d24de8f1-917e-493e-a12f-da0d425c5eb6 · outbound

This paper cites Density of freshly fallen snow in the central rocky mountains.Bulletin of the American Meteorological Society, 81(7):1577–1587, 2000.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Density of freshly fallen snow in the central rocky mountains.Bulletin of the American Meteorological Society, 81(7):1577–1587, 2000

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:19.080662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c071ff0f-8746-464e-a131-bf884a0f8d2b · outbound

This paper cites Skid resistance of snow- or ice-covered roads.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Skid resistance of snow- or ice-covered roads

Reference 76

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T00:34:29.089792Z

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 01b1174d-7fa4-4485-ba61-be8258fab006 · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:34:28.774749Z

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 dcafec80-9f91-43cc-9402-62e82fe0bb4f · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:34:28.495049Z

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 e16f5056-3b4b-453d-87a0-4d72dd707cac · outbound

This paper cites normal-load feedback.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards normal-load feedback

Reference 79

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T00:34:28.277059Z

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 d9b951f2-e245-448b-99d9-d3fd380895bd · outbound

This paper cites a clear dry road seen from a dashcam,.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards a clear dry road seen from a dashcam,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:34:28.080217Z

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 febe4222-ac8b-432d-bb27-84a4b5298080 · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 2001

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:34:30.576015Z

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 15090671-71e2-4358-b1e8-d39a377d7d8a · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 2024

Resolution: verified exact; doi, observed 2026-08-07T00:34:20.092717Z

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 7c406f81-ad36-4568-9f4e-b81b032b468c · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 2025

Resolution: verified exact; doi, observed 2026-08-07T00:34:20.554731Z

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 9ac4644a-7975-47cf-bf8c-827705e191f5 · outbound

This paper cites an unresolved cited work.

muSync-GS: Physics-Synchronized Driving Video Synthesis for Weather and Geometric Road Hazards Unresolved cited work

Reference 2026

Resolution: verified exact; raw_fallback, observed 2026-08-07T00:34:24.284763Z

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.

Coverage vector

Reference resolution

Outbound references

Pith citing papers