DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification | Paper Citation Record

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This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

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This paper cites Qwen3-VL Technical Report.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Qwen3-VL Technical Report

Reference 2

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification nuScenes: A multimodal dataset for autonomous driving

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This paper cites TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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This paper cites ArcFace: Additive Angular Margin Loss for Deep Face Recognition.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification ArcFace: Additive Angular Margin Loss for Deep Face Recognition

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This paper cites Driving Like Yourself: A Benchmark for Closed-Loop Personalized End-to-End Autonomous Driving.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Driving Like Yourself: A Benchmark for Closed-Loop Personalized End-to-End Autonomous Driving

Reference 9

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

Reference 10

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Domain-Adversarial Training of Neural Networks

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Wichmann

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This paper cites MOMENT: A Family of Open Time-series Foundation Models.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification MOMENT: A Family of Open Time-series Foundation Models

Reference 14

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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This paper cites Itkonen, Esko Lehtonen, and Selpi.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Itkonen, Esko Lehtonen, and Selpi

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This paper cites Supervised Contrastive Learning.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Supervised Contrastive Learning

Reference 19

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This paper cites The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems

Reference 20

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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This paper cites Barth, and Guoyuan Wu.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Barth, and Guoyuan Wu

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This paper cites Barth, Amr Abdelraouf, Rohit Gupta, Kyungtae Han, Jiaqi Ma, and Guoyuan Wu.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Barth, Amr Abdelraouf, Rohit Gupta, Kyungtae Han, Jiaqi Ma, and Guoyuan Wu

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification DINOv2: Learning Robust Visual Features without Supervision

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification FiLM: Visual Reasoning with a General Conditioning Layer

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification PLAN-S: Bridging Planning with Latent Style Dynamics for Autonomous Driving World Models

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Automatic Driver Identification from In-Vehicle Network Logs

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Bianchi Piccinini, and Johan Engström

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification A Commute in Data: The comma2k19 Dataset

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification DINOv3

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Prototypical Networks for Few-shot Learning

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Tselentis and Eleonora Papadimitriou

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification PDB: Not All Drivers Are the Same -- A Personalized Dataset for Understanding Driving Behavior

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification PDB-Eval: An Evaluation of Large Multimodal Models for Description and Explanation of Personalized Driving Behavior

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Driver2vec: Driver Identification from Automotive Data

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification TS2Vec: Towards Universal Representation of Time Series

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification Unresolved cited work

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification V-JEPA 2 (temporal); CLIP-style alignment; VLM attributes Appearance, motion, and semantic scene features

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification will a hard-braking or sharp-steering event begin within 5 s?

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2020

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DriveDNA: A Large-Scale Multimodal Naturalistic Driving Dataset and Benchmark for Driving Style Identification InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2025

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