Autonomous Driving

Autonomous driving is the task of driving a vehicle without human conduction.

Many of the state-of-the-art results can be found at more general task pages such as 3D Object Detection and Semantic Segmentation.

Papers

Showing 3691–3700 of 6092 papers

Title	Date	Tasks	Status
Deep Material Recognition in Light-Fields via Disentanglement of Spatial and Angular Information	Aug 1, 2020	Autonomous DrivingDisentanglement	—Unverified
DeepMF: Deep Motion Factorization for Closed-Loop Safety-Critical Driving Scenario Simulation	Dec 23, 2024	Autonomous Drivingmotion prediction	—Unverified
Deep Model Compression Via Two-Stage Deep Reinforcement Learning	Dec 4, 2019	Autonomous DrivingDeep Reinforcement Learning	—Unverified
Deep Multi-Sensor Lane Detection	May 4, 2019	Autonomous DrivingLane Detection	—Unverified
Deep Multi-Task Learning for Joint Localization, Perception, and Prediction	Jan 17, 2021	Autonomous DrivingMotion Forecasting	—Unverified
Deep Neural Network Perception Models and Robust Autonomous Driving Systems	Mar 4, 2020	Autonomous DrivingDeep Learning	—Unverified
Deep Neural Networks and PIDE discretizations	Aug 5, 2021	Autonomous Drivingimage-classification	—Unverified
Deep Neural Networks for Computational Optical Form Measurements	Jul 1, 2020	Autonomous DrivingBIG-bench Machine Learning	—Unverified
Deep Neural Networks with Koopman Operators for Modeling and Control of Autonomous Vehicles	Jul 5, 2020	Autonomous DrivingAutonomous Vehicles	—Unverified
Deep Object-Centric Policies for Autonomous Driving	Nov 13, 2018	Autonomous DrivingObject	—Unverified

Show:10 25 50

#	Model	Metric	Claimed	Verified	Status
1	ReasonNet	Driving Score	79.95	—	Unverified
2	InterFuser	Driving Score	76.18	—	Unverified
3	TCP	Driving Score	75.14	—	Unverified
4	TF++ WP	Driving Score	66.32	—	Unverified
5	Learning From All Vehicles (LAV)	Driving Score	61.85	—	Unverified
6	TransFuser	Driving Score	61.18	—	Unverified
7	TransFuser (Reproduced)	Driving Score	55.04	—	Unverified
8	TCP (Reproduced)	Driving Score	47.91	—	Unverified
9	Latent TransFuser	Driving Score	45.2	—	Unverified
10	GRIAD	Driving Score	36.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Geometric Fusion	RC	69.17	—	Unverified
2	TransFuser	RC	56.36	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Geometric Fusion	RC	86.91	—	Unverified
2	TransFuser	RC	78.41	—	Unverified