Generative AI for Autonomous Driving: A Review | Paper Citation Record

Observation d599b40c-5e00-4134-91da-87bf0d69634e · outbound

This paper cites The cityscapes dataset for semantic urban scene understanding,.

Generative AI for Autonomous Driving: A Review The cityscapes dataset for semantic urban scene understanding,

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This paper cites Vision meets robotics: The kitti dataset,.

Generative AI for Autonomous Driving: A Review Vision meets robotics: The kitti dataset,

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This paper cites BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning.

Generative AI for Autonomous Driving: A Review BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

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This paper cites Generalization by adaptation: Diffusion-based domain extension for domain-generalized semantic segmentation,.

Generative AI for Autonomous Driving: A Review Generalization by adaptation: Diffusion-based domain extension for domain-generalized semantic segmentation,

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This paper cites Survey on unsupervised domain adaptation for semantic segmentation for visual perception in automated driving,.

Generative AI for Autonomous Driving: A Review Survey on unsupervised domain adaptation for semantic segmentation for visual perception in automated driving,

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

Generative AI for Autonomous Driving: A Review GAIA-1: A Generative World Model for Autonomous Driving

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This paper cites Adding condi- tional control to text-to-image diffusion models,.

Generative AI for Autonomous Driving: A Review Adding condi- tional control to text-to-image diffusion models,

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This paper cites Semi- Supervised Domain Adaptation with CycleGAN Guided by Downstream Task Awareness.,.

Generative AI for Autonomous Driving: A Review Semi- Supervised Domain Adaptation with CycleGAN Guided by Downstream Task Awareness.,

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This paper cites A Survey for Foundation Models in Autonomous Driving.

Generative AI for Autonomous Driving: A Review A Survey for Foundation Models in Autonomous Driving

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Observation d5de5d48-9851-4b3f-b8b8-1ffe4fadd547 · outbound

This paper cites Prospective Role of Foundation Models in Advancing Autonomous Vehicles.

Generative AI for Autonomous Driving: A Review Prospective Role of Foundation Models in Advancing Autonomous Vehicles

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This paper cites LLM4Drive: A Survey of Large Language Models for Autonomous Driving.

Generative AI for Autonomous Driving: A Review LLM4Drive: A Survey of Large Language Models for Autonomous Driving

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This paper cites Large Language Models for Human-like Autonomous Driving: A Survey.

Generative AI for Autonomous Driving: A Review Large Language Models for Human-like Autonomous Driving: A Survey

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This paper cites A Survey on Safety-Critical Driving Scenario Generation—A Methodological Perspective,.

Generative AI for Autonomous Driving: A Review A Survey on Safety-Critical Driving Scenario Generation—A Methodological Perspective,

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Observation 40a922b0-823c-429d-ae41-75f1cc112e7b · outbound

This paper cites A Survey of Scenario Generation for Automated Vehicle Testing and Validation,.

Generative AI for Autonomous Driving: A Review A Survey of Scenario Generation for Automated Vehicle Testing and Validation,

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This paper cites A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective.

Generative AI for Autonomous Driving: A Review A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective

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This paper cites Distances Between Probability Distributions of Different Dimensions,.

Generative AI for Autonomous Driving: A Review Distances Between Probability Distributions of Different Dimensions,

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This paper cites Normalizing Flows: An Introduction and Review of Current Methods,.

Generative AI for Autonomous Driving: A Review Normalizing Flows: An Introduction and Review of Current Methods,

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This paper cites Variational Inference with Normalizing Flows,.

Generative AI for Autonomous Driving: A Review Variational Inference with Normalizing Flows,

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This paper cites Deep Generative Modelling: A Comparative Review of V AEs, GANs, Normalizing Flows, Energy-Based and Au- toregressive Models,.

Generative AI for Autonomous Driving: A Review Deep Generative Modelling: A Comparative Review of V AEs, GANs, Normalizing Flows, Energy-Based and Au- toregressive Models,

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This paper cites Universal Approximation Property of Invertible Neural Networks,.

Generative AI for Autonomous Driving: A Review Universal Approximation Property of Invertible Neural Networks,

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This paper cites Deep Residual Learn- ing for Image Recognition,.

Generative AI for Autonomous Driving: A Review Deep Residual Learn- ing for Image Recognition,

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Observation 92fd4c95-8a4d-414e-9237-3badacdbc6f7 · outbound

This paper cites Neural Ordinary Differential Equations,.

Generative AI for Autonomous Driving: A Review Neural Ordinary Differential Equations,

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This paper cites Flow Matching for Generative Modeling.

Generative AI for Autonomous Driving: A Review Flow Matching for Generative Modeling

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This paper cites Auto-Encoding Variational Bayes.

Generative AI for Autonomous Driving: A Review Auto-Encoding Variational Bayes

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This paper cites Genera- tive adversarial networks,.

Generative AI for Autonomous Driving: A Review Genera- tive adversarial networks,

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This paper cites A Style-Based Generator Architecture for Generative Adversarial Networks,.

Generative AI for Autonomous Driving: A Review A Style-Based Generator Architecture for Generative Adversarial Networks,

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This paper cites Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions,.

Generative AI for Autonomous Driving: A Review Generative Adversarial Networks (GANs): Challenges, Solutions, and Future Directions,

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This paper cites Deep Unsupervised Learning using Nonequilib- rium Thermodynamics,.

Generative AI for Autonomous Driving: A Review Deep Unsupervised Learning using Nonequilib- rium Thermodynamics,

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This paper cites Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise,.

Generative AI for Autonomous Driving: A Review Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise,

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This paper cites Diffusion Models in Vision: A Survey,.

Generative AI for Autonomous Driving: A Review Diffusion Models in Vision: A Survey,

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This paper cites Attention is All you Need,.

Generative AI for Autonomous Driving: A Review Attention is All you Need,

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Observation c6b8ceb5-81b9-41c2-b030-7b491b8842a4 · outbound

This paper cites A tutorial on energy-based learning,.

Generative AI for Autonomous Driving: A Review A tutorial on energy-based learning,

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This paper cites Training products of experts by minimizing contrastive divergence,.

Generative AI for Autonomous Driving: A Review Training products of experts by minimizing contrastive divergence,

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This paper cites Estimation of non-normalized statistical models by score matching.,.

Generative AI for Autonomous Driving: A Review Estimation of non-normalized statistical models by score matching.,

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This paper cites MCMC Using Hamiltonian Dynamics,.

Generative AI for Autonomous Driving: A Review MCMC Using Hamiltonian Dynamics,

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This paper cites Your classifier is secretly an energy based model and you should treat it like one,.

Generative AI for Autonomous Driving: A Review Your classifier is secretly an energy based model and you should treat it like one,

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Generative AI for Autonomous Driving: A Review Energy-Based Diffusion Language Models for Text Generation

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Generative AI for Autonomous Driving: A Review Training energy-based normalizing flow with score- matching objectives,

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Generative AI for Autonomous Driving: A Review Energy transformer,

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This paper cites Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review.

Generative AI for Autonomous Driving: A Review Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review

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Generative AI for Autonomous Driving: A Review Unresolved cited work

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This paper cites A Comprehensive Survey of Reinforcement Learning: From Algorithms to Practical Challenges.

Generative AI for Autonomous Driving: A Review A Comprehensive Survey of Reinforcement Learning: From Algorithms to Practical Challenges

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This paper cites Model-Based or Model-Free, a Review of Ap- proaches in Reinforcement Learning,.

Generative AI for Autonomous Driving: A Review Model-Based or Model-Free, a Review of Ap- proaches in Reinforcement Learning,

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Generative AI for Autonomous Driving: A Review A Survey of Imitation Learning: Algorithms, Recent Develop- ments, and Challenges,

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This paper cites Explor- ing the Limitations of Behavior Cloning for Autonomous Driving,.

Generative AI for Autonomous Driving: A Review Explor- ing the Limitations of Behavior Cloning for Autonomous Driving,

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Generative AI for Autonomous Driving: A Review A Survey of Inverse Reinforcement Learning: Challenges, Methods and Progress

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Generative AI for Autonomous Driving: A Review Human-inspired autonomous driving: A survey,

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Generative AI for Autonomous Driving: A Review Image Inpainting via Conditional Texture and Structure Dual Generation

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Generative AI for Autonomous Driving: A Review Vista: A framework for virtual scenario-based testing of autonomous vehicles,

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Generative AI for Autonomous Driving: A Review Generalized predictive model for autonomous driving,

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Generative AI for Autonomous Driving: A Review Guided conditional diffusion for controllable traffic simulation,

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Generative AI for Autonomous Driving: A Review Motiondiffuser: Controllable multi-agent motion prediction using diffusion,

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Generative AI for Autonomous Driving: A Review GenAD: Generative End-to-End Autonomous Driving,

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Generative AI for Autonomous Driving: A Review Diffscene: Diffusion-based safety-critical scenario genera- tion for autonomous vehicles,

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Generative AI for Autonomous Driving: A Review Versatile Scene-Consistent Traffic Sce- nario Generation as Optimization with Diffusion,

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

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Generative AI for Autonomous Driving: A Review GANs Conditioning Methods: A Survey

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This paper cites Learning conditional variational au- toencoders with missing covariates,.

Generative AI for Autonomous Driving: A Review Learning conditional variational au- toencoders with missing covariates,

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Generative AI for Autonomous Driving: A Review Learning Likelihoods with Conditional Normalizing Flows

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Generative AI for Autonomous Driving: A Review MotionLM: Multi-Agent Motion Forecasting as Language Modeling,

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Generative AI for Autonomous Driving: A Review Aleatoric and epistemic uncertainty in machine learning: An introduction to concepts and methods,

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Generative AI for Autonomous Driving: A Review Motion Planning under Uncertainty: Integrating Learning-Based Multi-Modal Predictors into Branch Model Predictive Control

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Generative AI for Autonomous Driving: A Review RACP: Risk-Aware Contingency Planning with Multi- Modal Predictions,

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Observation 3f705884-7fa1-4bcb-9c71-a21d55bcbbf3 · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

Generative AI for Autonomous Driving: A Review A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

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This paper cites Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift,.

Generative AI for Autonomous Driving: A Review Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift,

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This paper cites Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks.

Generative AI for Autonomous Driving: A Review Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks

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Generative AI for Autonomous Driving: A Review Dropout as a Bayesian Approxi- mation: Representing Model Uncertainty in Deep Learning,

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Generative AI for Autonomous Driving: A Review A Simple Baseline for Bayesian Uncertainty in Deep Learning,

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Generative AI for Autonomous Driving: A Review Laplace Redux - Effortless Bayesian Deep Learning,

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Generative AI for Autonomous Driving: A Review Generalized Vari- ational Continual Learning,

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Generative AI for Autonomous Driving: A Review Training, Ar- chitecture, and Prior for Deterministic Uncertainty Methods,

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Observation ea8c1d05-37ae-4ab7-bf07-739ae5f5d571 · outbound

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Generative AI for Autonomous Driving: A Review On the Practicality of Deterministic Epistemic Uncertainty,

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Generative AI for Autonomous Driving: A Review Simple and principled uncertainty estimation with deterministic deep learning via distance awareness,

Reference 73

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Observation ceb5e579-1824-4550-bd24-163259d0b5b1 · outbound

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Generative AI for Autonomous Driving: A Review Solving Bayesian Inverse Problems via Variational Autoen- coders,

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Generative AI for Autonomous Driving: A Review UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs,

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Generative AI for Autonomous Driving: A Review Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model,

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Generative AI for Autonomous Driving: A Review Uncertainty Quantification with Generative Models

Reference 77

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Generative AI for Autonomous Driving: A Review DDM-Lag : A Diffusion-based Decision-making Model for Autonomous Vehicles with Lagrangian Safety Enhancement

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Generative AI for Autonomous Driving: A Review Conformal Prediction for Natural Language Processing: A Survey

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Generative AI for Autonomous Driving: A Review Adaptive Uncertainty Quantification for Generative AI

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Generative AI for Autonomous Driving: A Review Uncertainty Quantifi- cation for In-Context Learning of Large Language Models,

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Generative AI for Autonomous Driving: A Review Mp3: A unified model to map, perceive, predict and plan,

Reference 82

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This paper cites St- p3: End-to-end vision-based autonomous driving via spatial- temporal feature learning,.

Generative AI for Autonomous Driving: A Review St- p3: End-to-end vision-based autonomous driving via spatial- temporal feature learning,

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This paper cites TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers.

Generative AI for Autonomous Driving: A Review TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers

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This paper cites Radar-Camera Fusion for Object Detection and Semantic Segmentation in Au- tonomous Driving: A Comprehensive Review,.

Generative AI for Autonomous Driving: A Review Radar-Camera Fusion for Object Detection and Semantic Segmentation in Au- tonomous Driving: A Comprehensive Review,

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Generative AI for Autonomous Driving: A Review Integration of GPS and dead-reckoning navi- gation systems,

Reference 86

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This paper cites A Survey of Autonomous Driving: Common Practices and Emerging Technologies,.

Generative AI for Autonomous Driving: A Review A Survey of Autonomous Driving: Common Practices and Emerging Technologies,

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Observation 09112e7a-e0eb-40c3-88e5-439511a932b8 · outbound

This paper cites Early vs Late Fusion in Multimodal Convolutional Neural Networks,.

Generative AI for Autonomous Driving: A Review Early vs Late Fusion in Multimodal Convolutional Neural Networks,

Reference 88

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Generative AI for Autonomous Driving: A Review Multimodal End-to-End Autonomous Driv- ing,

Reference 89

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Generative AI for Autonomous Driving: A Review A review of high- definition map creation methods for autonomous driving,

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Generative AI for Autonomous Driving: A Review SuperFusion: Multilevel LiDAR-Camera Fusion for Long-Range HD Map Genera- tion,

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Generative AI for Autonomous Driving: A Review HDMapNet: An Online HD Map Construction and Evaluation Framework,

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Generative AI for Autonomous Driving: A Review MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction

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Generative AI for Autonomous Driving: A Review VAD: Vectorized Scene Representation for Efficient Autonomous Driving

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Generative AI for Autonomous Driving: A Review VectorMapNet: End-to-end Vectorized HD Map Learning

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Generative AI for Autonomous Driving: A Review VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation

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This paper cites Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving.

Generative AI for Autonomous Driving: A Review Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving

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Observation 7fc84ed1-eb8f-45e6-8019-2b32a6e77ff8 · outbound

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Generative AI for Autonomous Driving: A Review SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving

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Generative AI for Autonomous Driving: A Review Delving Into the Devils of Bird’s-Eye-View Perception: A Review, Evaluation and Recipe,

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Observation b9b1ac7c-1593-4733-a4f8-51279ecc9f71 · outbound

This paper cites Language Prompt for Autonomous Driving,.

Generative AI for Autonomous Driving: A Review Language Prompt for Autonomous Driving,

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