SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data | Paper Citation Record

Observation d949c482-3400-47d9-a891-0e9e2281763c · outbound

This paper cites Llama 3.2: Revolutionizing edge ai and vision with open, customizable models, 2024.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Llama 3.2: Revolutionizing edge ai and vision with open, customizable models, 2024

Reference 1

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Observation ecf25cd6-7f37-4cc1-b2a2-62fe2ffa3b23 · outbound

This paper cites Safety crit- ical event prediction through unified analysis of driver and vehicle volatilities: Application of deep learning methods.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Safety crit- ical event prediction through unified analysis of driver and vehicle volatilities: Application of deep learning methods

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:51.060591Z

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Observation 864a30cf-908d-4ad2-a372-c69a2b981bc3 · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with hu- man judgments.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Meteor: An automatic metric for mt evaluation with improved correlation with hu- man judgments

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:51.047337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71495ab8-43c4-460a-a2c5-fca50db949e8 · outbound

This paper cites Uncertainty-based traffic accident anticipation with spatio-temporal relational learn- ing.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Uncertainty-based traffic accident anticipation with spatio-temporal relational learn- ing

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:51.034632Z

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Observation 178f8818-c550-4df5-80fe-d290594c45bb · outbound

This paper cites nuscenes: A multi- modal dataset for autonomous driving.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data nuscenes: A multi- modal dataset for autonomous driving

Reference 5

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Observation 15e3ed1a-4f97-4bd3-bdf0-941e66d6b829 · outbound

This paper cites Motion planning diffusion: Learning and planning of robot motions with diffusion models.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Motion planning diffusion: Learning and planning of robot motions with diffusion models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:51.013524Z

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Observation a2ae2ae5-348f-4bba-b9b1-c92b68df87d6 · outbound

This paper cites Anticipating accidents in dashcam videos.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Anticipating accidents in dashcam videos

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:51.000938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 87bfce65-9da2-47b6-8775-71a1d1272828 · outbound

This paper cites Comfyui: A powerful and modular stable diffusion gui and backend, 2025.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Comfyui: A powerful and modular stable diffusion gui and backend, 2025

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.987629Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 19436c96-c9fa-4b64-b87c-f7e8176c884d · outbound

This paper cites Xtuner: A toolkit for efficiently fine-tuning llm.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Xtuner: A toolkit for efficiently fine-tuning llm

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.973542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bb576cfc-1c6e-4c6e-999f-175a9b9fe7a7 · outbound

This paper cites Diffusion models in vision: A survey.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Diffusion models in vision: A survey

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.960925Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f530612a-ba3b-4b86-9a01-873243e38911 · outbound

This paper cites Comfyui ipadapter plus, 2025.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Comfyui ipadapter plus, 2025

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.947884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f5dbd335-aa86-4e27-b24c-0a3e4bcbdde1 · outbound

This paper cites KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:49.962773Z

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Observation 8da711cb-08e8-4bc4-8fff-b18c0e07053f · outbound

This paper cites Paris-carla-3d: A real and synthetic outdoor point cloud dataset for challenging tasks in 3d mapping.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Paris-carla-3d: A real and synthetic outdoor point cloud dataset for challenging tasks in 3d mapping

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.935344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8f3a9d16-ceb4-4ee2-b6ba-78b03c13f195 · outbound

This paper cites Dingus, Feng Guo, Suzie Lee, Jonathan F.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Dingus, Feng Guo, Suzie Lee, Jonathan F

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.922459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd58fd7f-1f3f-4e51-9544-ad6348c26fd3 · outbound

This paper cites Carla: An open urban driv- ing simulator.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Carla: An open urban driv- ing simulator

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:49.975734Z

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Observation 466ec1e7-222f-47f1-a06a-d11378385605 · outbound

This paper cites Comfyui-controlnet-aux, 2025.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Comfyui-controlnet-aux, 2025

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.900892Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f910de5a-1a23-4066-ba78-4c99c6a08d8a · outbound

This paper cites SHRP2 Annual Report.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data SHRP2 Annual Report

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.888268Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ad4dfd3-aac2-47fb-bb4e-16c55112fa2b · outbound

This paper cites Vision meets robotics: The kitti dataset.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Vision meets robotics: The kitti dataset

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.862683Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24d7b6d7-040c-4f2b-b3f2-92f1b1c781ef · outbound

This paper cites Deep learning, 2016.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Deep learning, 2016

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:49.995749Z

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Observation 6d288264-1c94-42cc-be50-eb1689702d46 · outbound

This paper cites A review of semantic segmentation using deep neural networks.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data A review of semantic segmentation using deep neural networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.841445Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7dc6c4c4-68d9-42a0-8d86-6714884b0efd · outbound

This paper cites CARLA-Loc: Synthetic SLAM Dataset with Full-stack Sensor Setup in Challenging Weather and Dynamic Environments.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data CARLA-Loc: Synthetic SLAM Dataset with Full-stack Sensor Setup in Challenging Weather and Dynamic Environments

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.003830Z

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Observation 1bc66dc5-d2db-493b-8d88-1af4eb945b0e · outbound

This paper cites Description of the shrp 2 naturalistic database and the crash, near-crash, and baseline data sets.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Description of the shrp 2 naturalistic database and the crash, near-crash, and baseline data sets

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.828750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e7f3ef24-6176-4bb9-82db-ea22ba3969ea · outbound

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

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data GAIA-1: A Generative World Model for Autonomous Driving

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.012684Z

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Observation dd9edc11-ac8f-459d-bf5f-0bfdb17f05c2 · outbound

This paper cites Brain4Cars: Car That Knows Before You Do via Sensory-Fusion Deep Learning Architecture.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Brain4Cars: Car That Knows Before You Do via Sensory-Fusion Deep Learning Architecture

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.016678Z

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Observation 2132824d-0dd4-497f-ad1d-9f4816e365bc · outbound

This paper cites Real-archvis-xl-xlv10-sdxl, 2025.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Real-archvis-xl-xlv10-sdxl, 2025

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.815608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4eb0a561-ec66-43cb-aefc-9f4f11fca744 · outbound

This paper cites Anatomically-controllable medical image gen- eration with segmentation-guided diffusion models.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Anatomically-controllable medical image gen- eration with segmentation-guided diffusion models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.024839Z

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Observation 8c50fd0f-3029-44c0-b9a0-5f6e4a8d794c · outbound

This paper cites Sinddm: A single image denoising diffusion model.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Sinddm: A single image denoising diffusion model

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.795011Z

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Observation c62f96c6-72a2-4014-b8e6-11ac6493d405 · outbound

This paper cites Attention r-cnn for accident detection.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Attention r-cnn for accident detection

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Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.032624Z

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Observation bed23d9c-6ebb-4297-84b4-37b832fbe40a · outbound

This paper cites Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.036438Z

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Observation a1980d73-14ce-4d45-ab87-f4deb8f1c5c6 · outbound

This paper cites Stabilizing diffusion model for robotic control with dynamic programming and transition feasibility.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Stabilizing diffusion model for robotic control with dynamic programming and transition feasibility

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.773971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3b86f90d-8b91-4d25-8553-5f8c96a9d68b · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Rouge: A package for automatic evaluation of summaries

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Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.044617Z

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Observation 4c1ccf48-4145-4716-bacd-093c0a0cde55 · outbound

This paper cites Diff- bir: Toward blind image restoration with generative diffusion prior.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Diff- bir: Toward blind image restoration with generative diffusion prior

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.753078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ef120cd-cd15-4223-ae30-efd053f86df2 · outbound

This paper cites Visual instruction tuning.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Visual instruction tuning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.052156Z

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Observation badeaa4f-fdb6-4928-b5a7-a07c81da177e · outbound

This paper cites Diffusion models, image super-resolution, and everything: A survey.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Diffusion models, image super-resolution, and everything: A survey

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.732119Z

Source-reported events for the cited work

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Observation c3ce1260-10f9-4a9a-a6d9-f05eea3d2222 · outbound

This paper cites Prediction of near-crashes from observed vehicle kinematics using machine learning.Transportation Research Record, 2673(12):463–473, 2019.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Prediction of near-crashes from observed vehicle kinematics using machine learning.Transportation Research Record, 2673(12):463–473, 2019

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.719436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0b7abcb3-75a9-4676-a578-39947cecc3d8 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Bleu: a method for automatic evaluation of machine translation

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Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.065053Z

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Observation a6b51995-f77c-4f1c-be1b-e1a5ca8a50bb · outbound

This paper cites Driving maneuver early detection via sequence learning from vehicle signals and video images.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Driving maneuver early detection via sequence learning from vehicle signals and video images

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.698662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b9cd05ab-c9d6-4459-a341-5f6433152cac · outbound

This paper cites Transportation safety meets big data: the shrp 2 naturalistic driving database.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Transportation safety meets big data: the shrp 2 naturalistic driving database

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.685686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 16e0a547-75b2-42f0-970f-49c37b223442 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

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Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.076220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 379b2245-683c-4c82-9b9f-a8b7e8031b48 · outbound

This paper cites Car crash detection in videos.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Car crash detection in videos

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.672818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9186f94f-209f-4e58-8752-dc5e5435d101 · outbound

This paper cites an unresolved cited work.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Unresolved cited work

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Resolution: unresolved; raw_fallback, observed 2026-08-15T23:45:50.659750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6368f7fa-9365-4a0f-b80d-ede1c1e2dff3 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data High-resolution image synthesis with latent diffusion models

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Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.087522Z

Source-reported events for the cited work

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Observation 7367e90e-9c3a-4a0b-9202-8c8f1b4f1bd2 · outbound

This paper cites An improved canny edge detection algorithm.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data An improved canny edge detection algorithm

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.638929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0033ffe8-5275-42d4-83ec-aa9307642d84 · outbound

This paper cites Benchmarks for retrospective automated driving system crash rate analysis using police-reported crash data.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Benchmarks for retrospective automated driving system crash rate analysis using police-reported crash data

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.620767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 13a2674f-5fdf-4ccf-ab18-c10d508e11de · outbound

This paper cites Difftalk: Crafting diffusion models for generalized audio-driven portraits animation.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Difftalk: Crafting diffusion models for generalized audio-driven portraits animation

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Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.099110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5d9a5c2-e09a-4920-b769-6d4824a92a3e · outbound

This paper cites Real-time driving risk assessment using deep learning with xgboost.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Real-time driving risk assessment using deep learning with xgboost

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.598622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2990cacb-5dc0-4953-9af1-33fd4d8e69fd · outbound

This paper cites Dust: Dual swin transformer for multi-modal video and time-series modeling.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Dust: Dual swin transformer for multi-modal video and time-series modeling

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.585230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 81c33d9d-05c7-49aa-a7a3-57663dd03f5c · outbound

This paper cites Scvlm: Enhancing vision-language model for safety-critical event understanding.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Scvlm: Enhancing vision-language model for safety-critical event understanding

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.572705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0b0041b7-9a9c-4ef4-b542-9ed8abba10b7 · outbound

This paper cites Unsafe maneuver classification from dashcam video and gps/imu sensors using spatio-temporal attention selector.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Unsafe maneuver classification from dashcam video and gps/imu sensors using spatio-temporal attention selector

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.559644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 159c05d2-0956-4d34-b686-32e83ee931ec · outbound

This paper cites Diffusion-based sound synthe- sis in music production.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Diffusion-based sound synthe- sis in music production

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.546857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f803b0d-58ed-4c8f-a2f2-06150e55c139 · outbound

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

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Scalability in perception for autonomous driving: Waymo open dataset

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.122004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd925071-2952-41e0-8b05-5f3468e73e08 · outbound

This paper cites Classification of crash and near-crash events from dashcam videos and telematics.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Classification of crash and near-crash events from dashcam videos and telematics

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.525520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bfa608a3-300b-4a4a-b8bd-fac5667489d5 · outbound

This paper cites Moondream2, 2024.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Moondream2, 2024

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.512139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4adeaca2-8767-48a8-bda3-97b3f4017469 · outbound

This paper cites Exploiting diffusion prior for real-world image super-resolution.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Exploiting diffusion prior for real-world image super-resolution

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.498156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a253ce7-2419-49cf-b67c-d9445ada1610 · outbound

This paper cites Motionsc: Data set and network for real- time semantic mapping in dynamic environments.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Motionsc: Data set and network for real- time semantic mapping in dynamic environments

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.484698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1eef7f7e-3231-4e68-931e-e7d6fad4e21f · outbound

This paper cites Using telematics data to find risky driver be- haviour.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Using telematics data to find risky driver be- haviour

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.472260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 37f41df4-528c-4478-80b9-d355020ee878 · outbound

This paper cites Comfyui-stablesr: Integrating stablesr into com- fyui, 2025.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Comfyui-stablesr: Integrating stablesr into com- fyui, 2025

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.459606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0ed9e7a6-e0a8-4382-b478-b6a3e14c579e · outbound

This paper cites A survey on video dif- fusion models.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data A survey on video dif- fusion models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.447314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 433cb7e6-a05b-4bec-9b61-4da5052669d4 · outbound

This paper cites Fine-grained image editing using controlnet: Expanding pos- sibilities in visual manipulation.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Fine-grained image editing using controlnet: Expanding pos- sibilities in visual manipulation

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.434409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ff117898-c515-4278-9f39-fdae7e2915e8 · outbound

This paper cites Magicanimate: Temporally consistent human im- age animation using diffusion model.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Magicanimate: Temporally consistent human im- age animation using diffusion model

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.156551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bddbcae1-d5bf-4f67-8287-1ea83523b23a · outbound

This paper cites Artfu- sion: A diffusion model-based style synthesis framework for portraits.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Artfu- sion: A diffusion model-based style synthesis framework for portraits

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.412530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24b799ef-b5b2-4306-9fc6-ae4bcd87a56c · outbound

This paper cites Unsupervised traffic accident detection in first-person videos.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Unsupervised traffic accident detection in first-person videos

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.399869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a47f07da-ac4f-45e8-99ad-f954bc993675 · outbound

This paper cites Minicpm-v: A gpt-4v level mllm on your phone, 2024.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Minicpm-v: A gpt-4v level mllm on your phone, 2024

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.387103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a86d2874-52b9-44f3-996f-7c43de46128e · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.171517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c8f5239-d98b-4bdf-bd27-b35cd394fe79 · outbound

This paper cites Bdd100k: A diverse driving dataset for heterogeneous multitask learning.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Bdd100k: A diverse driving dataset for heterogeneous multitask learning

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.374117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c551fe5-a947-4284-904c-6f792242f054 · outbound

This paper cites Layoutdiffusion: Improving graphic lay- out generation by discrete diffusion probabilistic models.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Layoutdiffusion: Improving graphic lay- out generation by discrete diffusion probabilistic models

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.361312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6695f78e-55f3-4cdd-9ba3-46bef3997d7b · outbound

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

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Adding conditional control to text-to-image diffusion models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.183030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50529623-14c0-4d0c-b4b8-1a10cfa7ff8d · outbound

This paper cites Weinberger, and Yoav Artzi.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Weinberger, and Yoav Artzi

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:45:50.339193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1d9943b2-94e7-4d46-85af-4d7f52163578 · outbound

This paper cites Denoising dif- fusion models for plug-and-play image restoration.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Denoising dif- fusion models for plug-and-play image restoration

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.191029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87be2903-43ae-47e4-bd7a-6bdafbb4fa44 · outbound

This paper cites WayveScenes101: A Dataset and Benchmark for Novel View Synthesis in Autonomous Driving.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data WayveScenes101: A Dataset and Benchmark for Novel View Synthesis in Autonomous Driving

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:50.194800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d96fc45-58fb-43ef-9ea6-58a197a76551 · outbound

This paper cites an unresolved cited work.

SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:45:50.875426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Reference resolution

Outbound references

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