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Categories
  • All entries123,194
  • Agents10,336
  • Applications7,012
  • Companies3
  • Concepts7
  • Hardware2,694
  • Industry6,766
  • Local Ai6,840
  • Model Releases35,411
  • Research28,731
  • Safety18,965
  • Syntheses30
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  • Tutorials4,626

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123,194Total entries
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13Categories

Knowledge catalogue

Search: “automotive”

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215 results
Research

CRADIPOR: Crash Dispersion Predictor

DGX agent

arXiv:2605.00070v1 Announce Type: new Abstract: We present CRADIPOR, a numerical dispersion prediction tool for automotive crash simulations. Finite Element (FE) crash models are widely used throughou

researcharxiv-cs-lg
4 May 2026
Research

Deep Defence on Wheels: A Dual Intrusion Detection System Architecture for Comprehensive In-Vehicle Network Security

Human
DGX agent

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DGX agent

arXiv:2610.07489v1 Announce Type: cross Abstract: Increasing connectivity to the outside world and the lack of inbuilt security mechanisms have made legacy intra-vehicular networks vulnerable to cyber

researcharxiv-cs-lg
7 Oct 2026
Research

SpecRegMatch: Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction

DGX agent

arXiv:2609.34111v1 Announce Type: cross Abstract: The rapid advancement of artificial intelligence has observed increased application in predicting vehicle interior noise levels within the automotive

researcharxiv-cs-cv
29 Sept 2026
Model Releases

Power your agents: Gemini 3.8 Live with Live Avatar is now generally available

DGX agent

Following our announcement of Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking last week, we are thrilled to share that Gemini 3.8 Live with Live Avatar is now generally available in Gemini Enter

model-releasesgoogle-cloud-ai
24 Sept 2026
Research

4D-RaDiff: Latent Point Diffusion for 4D Radar Point Cloud Generation

DGX agent

arXiv:2512.14235v2 Announce Type: replace Abstract: Automotive radar has shown promising developments in environment perception due to its cost-effectiveness and robustness in adverse weather conditio

researcharxiv-cs-cv
14 Sept 2026
Agents

ARIA - An Agentic Framework for Autonomous Testing of Infotainment Systems

DGX agent

arXiv:2609.04913v1 Announce Type: cross Abstract: Automotive infotainment validation still relies on manual testing, slow, costly, and incompatible with agile releases and OTA updates. Scripted automa

agentsarxiv-cs-ai
7 Sept 2026
Safety

If It Moves, Radar Knows: A Physics-Aware Radar Transformer for Class-Agnostic Moving-Object Detection

DGX agent

arXiv:2609.02289v1 Announce Type: new Abstract: Detectors trained on closed-set annotations can miss rare moving objects outside the training taxonomy. Automotive radar provides category-independent D

safetyarxiv-cs-cv
3 Sept 2026
Safety

BikeScenes: LiDAR Semantic Segmentation for Bicycles

DGX agent

arXiv:2510.25901v2 Announce Type: replace Abstract: The vulnerability of cyclists, exacerbated by the rising popularity of faster e-bikes, motivates adapting automotive perception technologies for bic

safetyarxiv-cs-cv
1 Sept 2026
Model Releases

Rad-R: A Raw-ADC Radar Dataset and Capture-Invariant SSM for Hardware-Fault Diagnosis

DGX agent

arXiv:2608.30896v1 Announce Type: new Abstract: Automotive mmWave radar can develop vibration, antenna misalignment, radome blockage, and receive-channel degradation that corrupt the signal before per

model-releasesarxiv-cs-cv
1 Sept 2026
Safety

Think Inside the Chunk: RegulaRAG for Regulation-Compliant Scenario Generation using LLMs: A Case Study of UN Regulation No. 152

DGX agent

arXiv:2608.16394v1 Announce Type: new Abstract: Generating regulation-compliant test scenarios is essential for validating safety-critical automotive systems, yet Large Language Models (LLMs) struggle

safetyarxiv-cs-ai
18 Aug 2026
Hardware

Physics-Informed Condition Monitoring of SiC Power Modules

DGX agent

arXiv:2608.08363v1 Announce Type: cross Abstract: Silicon carbide (SiC) power modules are increasingly deployed in automotive traction inverters, where condition monitoring is essential to prevent in-

hardwarearxiv-cs-lg
11 Aug 2026
Model Releases

Explainable Reinforcement Learning via Physics-Aware Policy Distillation

DGX agent

arXiv:2607.24672v1 Announce Type: new Abstract: In safety-critical sectors such as robotics and automotive engineering, the deployment of Deep Reinforcement Learning (DRL) is often hindered by the bla

model-releasesarxiv-cs-lg
28 Jul 2026
Safety

Mutual Modality Trust with Lightweight Reconstruction Regularization for Fine-grained Tire Pattern Recognition

DGX agent

arXiv:2607.23979v1 Announce Type: new Abstract: Visual tire recognition serves as a core supporting technique for vehicle safety monitoring, autonomous driving perception and automated automotive main

safetyarxiv-cs-cv
28 Jul 2026
Safety

Search-based Testing of Vision Language Models for In-Car Scene Understanding

DGX agent

arXiv:2607.02300v2 Announce Type: replace Abstract: In the automotive domain, in-car scene understanding (ISU) enables the detection of safety-critical events, such as driver distraction, and supports

safetyarxiv-cs-cv
10 Jul 2026
Safety

Schedulable Job-Level Dependencies for Cause-Effect Chains via Graph Neural Networks

DGX agent

arXiv:2607.02624v1 Announce Type: cross Abstract: Modern automotive software architectures comprise large sets of mixed-criticality functions executing on shared multi-core platforms with strict real-

safetyarxiv-cs-lg
7 Jul 2026
Research

Robust and Explainable 3D Mode Shape Recognition Using Region-Aware Graph Neural Networks

DGX agent

arXiv:2607.01522v1 Announce Type: cross Abstract: Mode shape recognition is a fundamental task in automotive NVH development, yet it remains dependent on manual visual inspection by experienced engine

researcharxiv-cs-ai
3 Jul 2026
Applications

On Surrogate Modeling of Static Response of AM Short-Fiber Thermoplastics Using Graph Neural Networks

DGX agent

arXiv:2606.28996v1 Announce Type: new Abstract: Short-fiber thermoplastic (SFT) composites are increasingly employed in lightweight aerospace and automotive structures owing to their favorable strengt

applicationsarxiv-cs-lg
30 Jun 2026
Research

Seed-to-Seed: Unpaired Image Translation in Diffusion Seed Space

DGX agent

arXiv:2409.00654v2 Announce Type: replace Abstract: We introduce Seed-to-Seed Translation (StS), a novel approach that combines GANs and diffusion models (DMs) for unpaired Image-to-Image Translation.

researcharxiv-cs-cv
30 Jun 2026
Model Releases

AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction

DGX agent

arXiv:2606.24387v1 Announce Type: new Abstract: Vehicle advertisements contain rich specification information, but automotive NER resources remain limited. We introduce AutoSpecNER, an expert-annotate

model-releasesarxiv-cs-cl
24 Jun 2026
Industry

Partly raises 50M at a 500M valuation to crack the US auto parts market

DGX agent

Partly Group Ltd., a New Zealand startup using artificial intelligence to change up the automotive parts business, announced today that it has raised 50 million new funding at a 500 million valuation.

industrysiliconangle
23 Jun 2026
Safety

A Causal Probabilistic Framework for Perception-Informed Closed-Loop Simulation of Autonomous Driving

DGX agent

arXiv:2606.07186v1 Announce Type: new Abstract: Software-in-the-loop (SIL) simulation is a cornerstone for the validation of modern automotive safety functions. However, many current frameworks utiliz

safetyarxiv-cs-ro
8 Jun 2026
Model Releases

Analysis-Driven Procedural Generation of an Engine Sound Dataset with Embedded Control Annotations

DGX agent

arXiv:2603.07584v2 Announce Type: replace-cross Abstract: Computational engine sound modeling is central to the automotive audio industry, particularly for active sound design applications and virtual

model-releasesarxiv-cs-lg
4 Jun 2026
Safety

Rethinking Sales Lead Scoring with LLM-based Hierarchical Preference Ranking

DGX agent

arXiv:2606.04387v1 Announce Type: cross Abstract: Sales lead conversion in high-stakes domains (e.g., automotive, real estate) differs fundamentally from e-commerce recommendation due to prolonged dec

safetyarxiv-cs-ai
4 Jun 2026
Applications

We're taking on the hardest problems in the real world 🏗️🚚 🛫⚛️ Today at The AI Now Summit, held at the Louvre, we announced AI solutions …

DGX agent

We're taking on the hardest problems in the real world 🏗️🚚 🛫⚛️ Today at The AI Now Summit, held at the Louvre, we announced AI solutions for aerospace, automotive, energy, and physics. Deployed in pro

applicationsmistral-ai--x
28 May 2026
Safety

DBPnet: Damper Characteristics-Based Bayesian Physics-Informed Neural Network for Wheel Load Estimation

DGX agent

arXiv:2605.24860v1 Announce Type: cross Abstract: Advanced driver assistance systems (ADAS) play an important role in modern automotive intelligence, significantly enhancing vehicle safety and stabili

safetyarxiv-cs-ai
26 May 2026
Model Releases

RCGDet3D: Rethinking 4D Radar-Camera Fusion-based 3D Object Detection with Enhanced Radar Feature Encoding

DGX agent

arXiv:2605.21112v1 Announce Type: new Abstract: 4D automotive radar is indispensable for autonomous driving due to its low cost and robustness, yet its point cloud sparsity challenges 3D object detect

model-releasesarxiv-cs-cv
21 May 2026
Research

mRadNet: A Compact Radar Object Detector with MetaFormer

DGX agent

arXiv:2509.16223v3 Announce Type: replace-cross Abstract: Frequency-modulated continuous wave radars have gained increasing popularity in the automotive industry. Their robustness against adverse weat

researcharxiv-cs-cv
18 May 2026
Applications

Rivian spinout Mind Robotics lands $400M to push AI robots onto factory floors

DGX agent

Mind Robotics Inc., an industrial robotics startup founded by Rivian Automotive Inc. Chief Executive RJ Scaringe, said today it has raised 400 million in new funding to put more of its artificial inte

applicationssiliconangle
13 May 2026
Model Releases

Effective and Memory-Efficient Alternatives to ECC for Reliable Large-Scale DNNs

DGX agent

arXiv:2605.07417v1 Announce Type: cross Abstract: Modern Deep Learning (DL) workloads are increasingly deployed in safety-critical domains, such as automotive systems and hyperscale data centers, wher

model-releasesarxiv-cs-lg
11 May 2026
Hardware

How to Build In-Vehicle AI Agents with NVIDIA: From Cloud to Car

DGX agent

The automotive cockpit is undergoing a fundamental shift from rule-based interfaces to agentic, multimodal AI systems capable of reasoning, planning, and acting. This is enabled by an agentic AI pipel

hardwarenvidia-developer
5 May 2026
Safety

Focus Session: Autonomous Systems Dependability in the era of AI: Design Challenges in Safety, Security, Reliability and Certification

DGX agent

arXiv:2604.27807v1 Announce Type: new Abstract: The design of embedded safety-critical systems such as those used in next-generation automotive and autonomous platforms, is increasingly challenged by

safetyarxiv-cs-ai
1 May 2026
Safety

Q1 2026 Shareholder Update https://ir.tesla.com/#quarterly-disclosure We continued to make meaningful progress on the build out of the infra…

DGX agent

Q1 2026 Shareholder Update https://ir.tesla.com/#quarterly-disclosure We continued to make meaningful progress on the build out of the infrastructure & AI software that underpins our Robotaxi & future

safetyelon-musk--x
22 Apr 2026
Research

Graph Theoretical Outlier Rejection for 4D Radar Registration in Feature-Poor Environments

DGX agent

arXiv:2604.14857v1 Announce Type: new Abstract: Automotive 4D imaging radar is well suited for operation in dusty and low-visibility environments, but scan registration remains challenging due to scan

researcharxiv-cs-ro
17 Apr 2026
Model Releases

Physical AI Smart Spaces: A Large-Scale Benchmark for Multi-Camera 3D Perception in Smart Spaces

DGX agent

arXiv:2610.02580v1 Announce Type: new Abstract: Physical AI Smart Spaces is, to the best of our knowledge, the first benchmark to simultaneously provide large-scale, multi-class, and multi-camera 3D p

model-releasesarxiv-cs-cv
5 Oct 2026
Safety

End-to-End Learning vs. Modular Architectures: Comparative Insights into Autonomous Driving Systems

DGX agent

arXiv:2610.01746v1 Announce Type: cross Abstract: Autonomous driving systems have become a central focus of intelligent transportation research, with End-to-End Learning and Modular Architectures offe

safetyarxiv-cs-cv
2 Oct 2026
Model Releases

SHIFT-Truck: A High-Fidelity Aerodynamics Dataset and Benchmark for Pickup Trucks

DGX agent

arXiv:2609.38638v1 Announce Type: cross Abstract: Pickup trucks account for 14% of new light-duty vehicles produced in the United States, yet are among the least aerodynamic. Their open cargo bed adds

model-releasesarxiv-cs-lg
1 Oct 2026
Research

What Streaming Anomaly Detection Finds (and Misses) in Industrial Time Series

DGX agent

arXiv:2609.39232v1 Announce Type: cross Abstract: EDF relies on continuous monitoring of its power plants to detect anomalies as soon as they occur. Given the absence of a universally optimal streamin

researcharxiv-cs-ai
1 Oct 2026
Model Releases

SAFARI: An Industrial Benchmark for LLM-Assisted Hazard Analysis and Risk Assessment

DGX agent

arXiv:2609.20584v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly considered for safety-critical engineering, yet their reliability in regulated functional-safety workflows

model-releasesarxiv-cs-cl
18 Sept 2026
Research

Zero-shot rib design: merging training-free generative prior with topology optimization

DGX agent

arXiv:2609.10643v1 Announce Type: new Abstract: Natural load-bearing patterns such as leaf venation, trabecular bone, and spider webs achieve high stiffness per unit mass, yet classical topology optim

researcharxiv-cs-lg
11 Sept 2026
Model Releases

DriveMotion: A Large-Scale Multi-Source Benchmark for Driver Motion Sequence Modeling and Forecasting

DGX agent

arXiv:2609.08117v1 Announce Type: new Abstract: Driver motion can provide cues to ongoing behavior, attention, and near-term driving intent. However, most existing driver-centric datasets focus on rec

model-releasesarxiv-cs-cv
9 Sept 2026
Model Releases

MultiGait: A Multi-Sensor Multi-Perspective Multi-Session Biometric Inference Benchmark and its Dataset

DGX agent

arXiv:2609.01036v1 Announce Type: cross Abstract: A lack of suitable datasets has limited the research into the privacy risks of novel smart city sensors, such as thermal cameras, depth cameras, and l

model-releasesarxiv-cs-cv
2 Sept 2026
Model Releases

Towards a universal meta-optics solver via large language models

DGX agent

arXiv:2608.26417v1 Announce Type: cross Abstract: Metasurface design increasingly requires fast models that can operate across structurally distinct device families, rather than retraining a separate

model-releasesarxiv-cs-lg
28 Aug 2026
Safety

A Collaborative Multi-Modality Interaction for VLA-based End-to-End Autonomous Driving

DGX agent

arXiv:2608.20890v1 Announce Type: new Abstract: Vision-Language-Action (VLA) models have emerged as a powerful paradigm for end-to-end autonomous driving by jointly integrating perception, reasoning,

safetyarxiv-cs-cv
24 Aug 2026
Safety

Driving with DINO: Vision Foundation Features as a Unified Bridge for Sim-to-Real Generation in Autonomous Driving

DGX agent

arXiv:2602.06159v3 Announce Type: replace Abstract: Driven by the emergence of Controllable Video Diffusion, existing Sim2Real methods for autonomous driving video generation typically rely on explici

safetyarxiv-cs-cv
24 Aug 2026
Hardware

Multi-Scale Spectral Attention Module-based Hyperspectral Segmentation in Autonomous Driving Scenarios

DGX agent

arXiv:2506.18682v3 Announce Type: replace-cross Abstract: Recent advances in autonomous driving (AD) have highlighted the potential of hyperspectral imaging (HSI) for enhanced environmental perception

hardwarearxiv-cs-ai
19 Aug 2026
Model Releases

MV2: Multi-View Multi-Vehicle Driving Dataset for Novel View Synthesis

DGX agent

arXiv:2608.12442v1 Announce Type: new Abstract: Differentiable rendering has advanced novel view synthesis (NVS), yet applying it to real-world driving remains difficult due to sparse capture viewpoin

model-releasesarxiv-cs-cv
14 Aug 2026
Model Releases

BATON: A Multimodal Benchmark for Bidirectional Automation Transition Observation in Naturalistic Driving

DGX agent

arXiv:2604.07263v2 Announce Type: replace-cross Abstract: Existing driving automation (DA) systems on production vehicles rely on human drivers to decide when to engage DA while requiring them to rema

model-releasesarxiv-cs-cv
28 Jul 2026
Agents

Adaptive Learned State Estimation based on KalmanNet

DGX agent

arXiv:2604.02441v2 Announce Type: replace Abstract: Hybrid state estimators that combine model-based Kalman filtering with learned components have shown promise on simulated data, yet their performanc

agentsarxiv-cs-ro
27 Jul 2026
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