Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference

5 March 2020

Papers citing "Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference"

27 / 27 papers shown

Title
Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving Shahin Atakishiyev Mohammad Salameh Randy Goebel 100 6 0 18 Mar 2024
Urban Driving with Conditional Imitation Learning Jeffrey Hawke Richard Shen Corina Gurau Siddharth Sharma Daniele Reda ... Przemyslaw Mazur Sean Micklethwaite Nicolas Griffiths Amar Shah Alex Kendall 87 147 0 30 Nov 2019
Grounding Human-to-Vehicle Advice for Self-driving Vehicles Jinkyu Kim Teruhisa Misu Yi-Ting Chen Ashish Tawari John F. Canny 32 101 0 16 Nov 2019
A Self Validation Network for Object-Level Human Attention Estimation Zehua Zhang Chen Yu David J. Crandall EgoV 37 10 0 31 Oct 2019
Causal Induction from Visual Observations for Goal Directed Tasks Sunjay Cauligi Yuke Zhu D. Stefan Tamara Rezk CML LRM 35 63 0 03 Oct 2019
Learning Neural Causal Models from Unknown Interventions Nan Rosemary Ke O. Bilaniuk Anirudh Goyal Stefan Bauer Hugo Larochelle Bernhard Schölkopf Michael C. Mozer C. Pal Yoshua Bengio CML OOD 61 168 0 02 Oct 2019
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks Chengxi Li Yue Meng Stanley H. Chan Yi-Ting Chen GNN 18 61 0 20 Sep 2019
Context Aware Road-user Importance Estimation (iCARE) Alireza Rahimpour Sujitha Martin Ashish Tawari Hairong Qi 25 6 0 30 Aug 2019
Goal-oriented Object Importance Estimation in On-road Driving Videos M. Gao Ashish Tawari Sujitha Martin 18 26 0 08 May 2019
Exploring the Limitations of Behavior Cloning for Autonomous Driving Felipe Codevilla Eder Santana Antonio M. López Adrien Gaidon 15 535 0 18 Apr 2019
Partial Convolution based Padding Guilin Liu Kevin J. Shih Ting-Chun Wang F. Reda Karan Sapra Zhiding Yu Andrew Tao Bryan Catanzaro VLM 58 91 0 28 Nov 2018
Temporal Recurrent Networks for Online Action Detection Mingze Xu M. Gao Yi-Ting Chen L. Davis David J. Crandall OffRL 53 163 0 18 Nov 2018
Deep Object-Centric Policies for Autonomous Driving Dequan Wang Coline Devin Qi-Zhi Cai Feng Yu Trevor Darrell OCL 32 100 0 13 Nov 2018
Toward Driving Scene Understanding: A Dataset for Learning Driver Behavior and Causal Reasoning Vasili Ramanishka Yi-Ting Chen Teruhisa Misu Kate Saenko 49 279 0 06 Nov 2018
Image Inpainting for Irregular Holes Using Partial Convolutions Guilin Liu F. Reda Kevin J. Shih Ting-Chun Wang Andrew Tao Bryan Catanzaro 176 1,919 0 20 Apr 2018
Predicting Driver Attention in Critical Situations Ye Xia Danqing Zhang Jinkyu Kim K. Nakayama K. Zipser D. Whitney 44 133 0 17 Nov 2017
End-to-end Driving via Conditional Imitation Learning Felipe Codevilla Matthias Muller Antonio M. López V. Koltun Alexey Dosovitskiy 87 1,062 0 06 Oct 2017
Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization Kuo-Hao Zeng Shih-Han Chou Fu-Hsiang Chan Juan Carlos Niebles Min Sun 42 60 0 18 May 2017
Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention Jinkyu Kim John F. Canny FAtt XAI OOD MILM CML 61 334 0 30 Mar 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 365 3,492 0 21 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 227 27,018 0 20 Mar 2017
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao Feng Yu Trevor Darrell 62 824 0 04 Dec 2016
End to End Learning for Self-Driving Cars Mariusz Bojarski D. Testa Daniel Dworakowski Bernhard Firner B. Flepp ... Urs Muller Jiakai Zhang Xin Zhang Jake Zhao Karol Zieba SSL 30 4,153 0 25 Apr 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 229 14,196 0 23 Feb 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 316 149,474 0 22 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 749 39,383 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 136 43,290 0 01 May 2014