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1906.05113
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A Survey of Autonomous Driving: Common Practices and Emerging Technologies
IEEE Access (IEEE Access), 2019
12 June 2019
Ekim Yurtsever
Jacob Lambert
Alexander Carballo
K. Takeda
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Papers citing
"A Survey of Autonomous Driving: Common Practices and Emerging Technologies"
50 / 374 papers shown
Title
Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving
IEEE Transactions on Intelligent Vehicles (IEEE Trans. Intell. Veh.), 2022
Haochen Liu
Zhiyu Huang
Xiaoyu Mo
Chen Lv
ViT
OffRL
298
59
0
24 Aug 2022
Perspectives on the System-level Design of a Safe Autonomous Driving Stack
AI Communications (AC), 2022
Majd Hawasly
Jonathan Sadeghi
Morris Antonello
Stefano V. Albrecht
John Redford
S. Ramamoorthy
136
5
0
29 Jul 2022
ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning
European Conference on Computer Vision (ECCV), 2022
Shengchao Hu
Li Chen
Peng Wu
Guoying Gu
Junchi Yan
Dacheng Tao
267
375
0
15 Jul 2022
mAPN: Modeling, Analysis, and Exploration of Algorithmic and Parallelism Adaptivity
Hasna Bouraoui
Chadlia Jerad
Omar Romdhani
J. Castrillón
43
0
0
15 Jul 2022
LiDAR-as-Camera for End-to-End Driving
Italian National Conference on Sensors (INS), 2022
Ardi Tampuu
Romet Aidla
J. Gent
Tambet Matiisen
97
21
0
30 Jun 2022
Formalizing and Evaluating Requirements of Perception Systems for Automated Vehicles using Spatio-Temporal Perception Logic
Mohammad Hekmatnejad
Bardh Hoxha
Jyotirmoy V. Deshmukh
Yezhou Yang
Georgios Fainekos
230
10
0
29 Jun 2022
When the Sun Goes Down: Repairing Photometric Losses for All-Day Depth Estimation
Conference on Robot Learning (CoRL), 2022
M. Vankadari
Stuart Golodetz
Sourav Garg
Sangyun Shin
Andrew Markham
Niki Trigoni
105
36
0
28 Jun 2022
Machine vision for vial positioning detection toward the safe automation of material synthesis
Leslie Ching Ow Tiong
H. Yoo
Namho Kim
Kwan-Young Lee
S. Han
Donghun Kim
AAML
108
2
0
15 Jun 2022
Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning
International Conference on Machine Learning (ICML), 2022
Shentao Yang
Yihao Feng
Shujian Zhang
Mi Zhou
OffRL
197
14
0
14 Jun 2022
What is Your Metric Telling You? Evaluating Classifier Calibration under Context-Specific Definitions of Reliability
John Kirchenbauer
Jacob Oaks
Eric Heim
UQCV
237
4
0
23 May 2022
Pessimism for Offline Linear Contextual Bandits using
ℓ
p
\ell_p
ℓ
p
Confidence Sets
Neural Information Processing Systems (NeurIPS), 2022
Gen Li
Cong Ma
Nathan Srebro
OffRL
282
18
0
21 May 2022
Emergent Visual Sensors for Autonomous Vehicles
You Li
Julien Moreau
J. Ibañez-Guzmán
293
53
0
19 May 2022
Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing
Jonathan M Francis
Bingqing Chen
Siddha Ganju
Sidharth Kathpal
Jyotish Poonganam
...
Ivan Zhukov
Max Kumskoy
Anirudh Koul
Jean Oh
Eric Nyberg
159
14
0
05 May 2022
An Empirical Analysis of the Use of Real-Time Reachability for the Safety Assurance of Autonomous Vehicles
Social Science Research Network (SSRN), 2022
Patrick Musau
Nathaniel P. Hamilton
Diego Manzanas Lopez
Preston K. Robinette
Taylor T. Johnson
117
0
0
03 May 2022
A Survey on Uncertainty Toolkits for Deep Learning
Maximilian Pintz
Joachim Sicking
Maximilian Poretschkin
Maram Akila
ELM
257
7
0
02 May 2022
Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency Planning
Ugo Lecerf
Christelle Yemdji Tchassi
Pietro Michiardi
132
1
0
13 Apr 2022
Automatically Learning Fallback Strategies with Model-Free Reinforcement Learning in Safety-Critical Driving Scenarios
International Conference on Machine Learning Technologies (ICMLT), 2022
Ugo Lecerf
Christelle Yemdji Tchassi
S. Aubert
Pietro Michiardi
135
1
0
11 Apr 2022
Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Fábio Vital
Miguel Vasco
Alberto Sardinha
Francisco S. Melo
135
0
0
06 Apr 2022
Exploiting Temporal Relations on Radar Perception for Autonomous Driving
Computer Vision and Pattern Recognition (CVPR), 2022
Peizhao Li
Puzuo Wang
K. Berntorp
Hongfu Liu
260
50
0
03 Apr 2022
TL-GAN: Improving Traffic Light Recognition via Data Synthesis for Autonomous Driving
Danfeng Wang
Xinlong Ma
Xiaodong Yang
184
4
0
28 Mar 2022
Intend-Wait-Cross: Towards Modeling Realistic Pedestrian Crossing Behavior
Amir Rasouli
Iuliia Kotseruba
98
10
0
14 Mar 2022
SoK: On the Semantic AI Security in Autonomous Driving
Junjie Shen
Ningfei Wang
Ziwen Wan
Yunpeng Luo
Takami Sato
...
Zhenyu Zhong
Kang Li
Ziming Zhao
Chunming Qiao
Qi Alfred Chen
AAML
238
49
0
10 Mar 2022
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review
IET Intelligent Transport Systems (IET ITS), 2022
Abolfazl Razi
Xiwen Chen
Huayu Li
Hao Wang
Brendan J. Russo
Yan Chen
Hongbin Yu
307
50
0
07 Mar 2022
Cyber Mobility Mirror: A Deep Learning-based Real-World Object Perception Platform Using Roadside LiDAR
Zhengwei Bai
Saswat Priyadarshi Nayak
Xuanpeng Zhao
Guoyuan Wu
Matthew Barth
Xuewei Qi
Yongkang Liu
E. A. Sisbot
K. Oguchi
178
15
0
28 Feb 2022
A Behavior Regularized Implicit Policy for Offline Reinforcement Learning
Shentao Yang
Zhendong Wang
Huangjie Zheng
Yihao Feng
Mingyuan Zhou
OffRL
136
10
0
19 Feb 2022
Learning Interpretable, High-Performing Policies for Autonomous Driving
Rohan R. Paleja
Yaru Niu
Andrew Silva
Chace Ritchie
Sugju Choi
Matthew C. Gombolay
258
18
0
04 Feb 2022
ApolloRL: a Reinforcement Learning Platform for Autonomous Driving
Fei Gao
Peng Geng
Jiaqi Guo
YuanQiang Liu
Dingfeng Guo
Yabo Su
Jie Zhou
Xiao Wei
Jin Li
Xu Liu
71
9
0
29 Jan 2022
Too Afraid to Drive: Systematic Discovery of Semantic DoS Vulnerability in Autonomous Driving Planning under Physical-World Attacks
Network and Distributed System Security Symposium (NDSS), 2022
Ziwen Wan
Junjie Shen
Jalen Chuang
Xin Xia
Joshua Garcia
Jiaqi Ma
Qi Alfred Chen
AAML
119
46
0
12 Jan 2022
Modeling Human Driver Interactions Using an Infinite Policy Space Through Gaussian Processes
Cem Okan Yaldiz
Y. Yildiz
128
0
0
03 Jan 2022
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions
IEEE Access (IEEE Access), 2021
Shahin Atakishiyev
Mohammad Salameh
Hengshuai Yao
Randy Goebel
626
196
0
21 Dec 2021
Multi-task UNet architecture for end-to-end autonomous driving
Der-Hau Lee
Jinn-Liang Liu
147
1
0
16 Dec 2021
Perception and Sensing for Autonomous Vehicles Under Adverse Weather Conditions: A Survey
Yuxiao Zhang
Alexander Carballo
Hanting Yang
K. Takeda
349
421
0
16 Dec 2021
Vision-Cloud Data Fusion for ADAS: A Lane Change Prediction Case Study
Yongkang Liu
Ziran Wang
Kyungtae Han
Zhenyu Shou
Prashant Tiwari
J. Hansen
122
53
0
07 Dec 2021
A Survey of Deep Learning for Low-Shot Object Detection
ACM Computing Surveys (CSUR), 2021
Qihan Huang
Haofei Zhang
Mengqi Xue
Mingli Song
Xiuming Zhang
ObjD
414
23
0
06 Dec 2021
Improving traffic sign recognition by active search
German Conference on Pattern Recognition (DAGM), 2021
Sami Jaghouar
Hannes Gustafsson
Bernhard Mehlig
Erik Werner
N. Gustafsson
87
1
0
29 Nov 2021
Towards Safe, Explainable, and Regulated Autonomous Driving
Shahin Atakishiyev
Mohammad Salameh
Hengshuai Yao
Randy Goebel
454
14
0
20 Nov 2021
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness
Jongheon Jeong
Sejun Park
Minkyu Kim
Heung-Chang Lee
Do-Guk Kim
Jinwoo Shin
AAML
164
64
0
17 Nov 2021
Towards Real-Time Monocular Depth Estimation for Robotics: A Survey
Xingshuai Dong
Matthew A. Garratt
S. Anavatti
H. Abbass
272
151
0
16 Nov 2021
Yaw-Guided Imitation Learning for Autonomous Driving in Urban Environments
Yandong Liu
Chengzhong Xu
Hui Kong
113
1
0
11 Nov 2021
Bayesian Optimization and Deep Learning forsteering wheel angle prediction
Scientific Reports (Sci Rep), 2021
Alessandro Riboni
Nicolò Ghioldi
Antonio Candelieri
M. Borrotti
LLMSV
88
17
0
22 Oct 2021
A Versatile and Efficient Reinforcement Learning Framework for Autonomous Driving
Guan-Bo Wang
Haoyi Niu
Desheng Zhu
Jianming Hu
Xianyuan Zhan
Guyue Zhou
OffRL
187
4
0
22 Oct 2021
Motion Planning for Connected Automated Vehicles at Occluded Intersections With Infrastructure Sensors
Johannes Müller
Jan Strohbeck
M. Herrmann
M. Buchholz
226
37
0
21 Oct 2021
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation
Youngeun Kim
Joshua Chough
Priyadarshini Panda
164
91
0
14 Oct 2021
Safe Autonomous Racing via Approximate Reachability on Ego-vision
Bingqing Chen
Jonathan M Francis
Jean Oh
Eric Nyberg
Sylvia Herbert
193
15
0
14 Oct 2021
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators
IEEE International Symposium on Workload Characterization (IISWC), 2021
Yangjie Zhou
Mengtian Yang
Cong Guo
Jingwen Leng
Yun Liang
Quan Chen
Minyi Guo
Yuhao Zhu
123
42
0
08 Oct 2021
Forming a sparse representation for visual place recognition using a neurorobotic approach
Sylvain Colomer
N. Cuperlier
Guillaume Bresson
Olivier Romain
74
2
0
30 Sep 2021
A Reinforcement Learning Benchmark for Autonomous Driving in Intersection Scenarios
IEEE Symposium Series on Computational Intelligence (SSCI), 2021
Yuqi Liu
Qichao Zhang
Dongbin Zhao
OffRL
209
15
0
22 Sep 2021
Generation of Synthetic Electronic Health Records Using a Federated GAN
Jo C Weldon
T. Ward
Eoin Brophy
SyDa
153
16
0
06 Sep 2021
roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs
Arnav V. Malawade
S. Yu
Brandon Hsu
Harsimrat Kaeley
Anurag Karra
Mohammad Abdullah Al Faruque
GNN
213
41
0
02 Sep 2021
MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving
IEEE International Conference on Computer Vision (ICCV), 2021
Kai Chen
Lanqing Hong
Hang Xu
Zhenguo Li
Dit-Yan Yeung
SSL
130
59
0
27 Aug 2021
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