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MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning

17 December 2019

Papers citing "MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning"

37 / 37 papers shown

Title
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Mengshi Qi Xiaoyang Bi Pengfei Zhu Huadong Ma 205 0 0 25 Jan 2025
Localization of Autonomous Vehicles: Proof of Concept for A Computer Vision Approach Sara Zahedian K. Sadabadi Amir Nohekhan 37 9 0 06 Apr 2021
DeepTake: Prediction of Driver Takeover Behavior using Multimodal Data Erfan Pakdamanian Shili Sheng Sonia Baee Seongkook Heo Sarit Kraus Lu Feng 94 71 0 31 Dec 2020
Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning Zhibo Yang Lihan Huang Yupei Chen Zijun Wei Seoyoung Ahn G. Zelinsky Dimitris Samaras Minh Hoai 66 98 0 28 May 2020
Predicting Goal-directed Attention Control Using Inverse-Reinforcement Learning G. Zelinsky Yupei Chen Seoyoung Ahn Hossein Adeli Zhibo Yang Lihan Huang D. Samaras Minh Hoai 51 19 0 31 Jan 2020
Video Saliency Prediction Using Enhanced Spatiotemporal Alignment Network Jin Chen Huihui Song Kaihua Zhang Bo Liu Qingshan Liu 49 37 0 02 Jan 2020
Looking at the right stuff: Guided semantic-gaze for autonomous driving Anwesan Pal S. Mondal H. Christensen 66 51 0 24 Nov 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 395 3,630 0 20 Aug 2019
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection Kyle Min Jason J. Corso 57 153 0 15 Aug 2019
Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints Sebastian Tschiatschek Ahana Ghosh Luis Haug R. Devidze Adish Singla 70 43 0 02 Jun 2019
Video Instance Segmentation Linjie Yang Yuchen Fan N. Xu VOS ISeg 88 510 0 12 May 2019
Goal-oriented Object Importance Estimation in On-road Driving Videos M. Gao Ashish Tawari Sujitha Martin 48 27 0 08 May 2019
DADA-2000: Can Driving Accident be Predicted by Driver Attention? Analyzed by A Benchmark Jianwu Fang Dingxin Yan Jiahuan Qiao Jianru Xue He Wang Sen Li 70 57 0 23 Apr 2019
Exploring the Limitations of Behavior Cloning for Autonomous Driving Felipe Codevilla Eder Santana Antonio M. López Adrien Gaidon 62 546 0 18 Apr 2019
Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention Ye Xia Jinkyu Kim John F. Canny K. Zipser D. Whitney 63 51 0 24 Mar 2019
Toward Driving Scene Understanding: A Dataset for Learning Driver Behavior and Causal Reasoning Vasili Ramanishka Yi-Ting Chen Teruhisa Misu Kate Saenko 89 284 0 06 Nov 2018
AGIL: Learning Attention from Human for Visuomotor Tasks Ruohan Zhang Zhuode Liu Luxin Zhang Jake A. Whritner Karl S. Muller M. Hayhoe D. Ballard 47 76 0 01 Jun 2018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 346 2,158 0 12 May 2018
On Learning Intrinsic Rewards for Policy Gradient Methods Zeyu Zheng Junhyuk Oh Satinder Singh 61 208 0 17 Apr 2018
Revisiting Video Saliency: A Large-scale Benchmark and a New Model Wenguan Wang Jianbing Shen Fang Guo Ming-Ming Cheng Ali Borji VLM 55 266 0 23 Jan 2018
Predicting Driver Attention in Critical Situations Ye Xia Danqing Zhang Jinkyu Kim K. Nakayama K. Zipser D. Whitney 72 136 0 17 Nov 2017
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition Seokju Lee Junsik Kim Jae Shin Yoon Seunghak Shin Oleksandr Bailo Namil Kim Taeyeop Lee Hyun Seok Hong Seung-Hoon Han In So Kweon 105 406 0 17 Oct 2017
Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM Lai Jiang Mai Xu Zulin Wang 71 120 0 19 Sep 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 123 4,223 0 25 Jul 2017
Predicting the Driver's Focus of Attention: the DR(eye)VE Project Andrea Palazzi Davide Abati Simone Calderara Francesco Solera Rita Cucchiara 68 256 0 10 May 2017
Deep Visual Attention Prediction Wenguan Wang Jianbing Shen MDE 90 587 0 07 May 2017
Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention Jinkyu Kim John F. Canny FAtt XAI OOD MILM CML 85 336 0 30 Mar 2017
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao Feng Yu Trevor Darrell 157 827 0 04 Dec 2016
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara 94 551 0 29 Nov 2016
What do different evaluation metrics tell us about saliency models? Zoya Bylinskii Tilke Judd A. Oliva Antonio Torralba F. Durand XAI 53 820 0 12 Apr 2016
DeepFix: A Fully Convolutional Neural Network for predicting Human Eye Fixations S. Kruthiventi Kumar Ayush R. Venkatesh Babu 89 484 0 10 Oct 2015
Maximum Entropy Deep Inverse Reinforcement Learning Markus Wulfmeier Peter Ondruska Ingmar Posner OOD 111 406 0 17 Jul 2015
CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research Ali Borji Laurent Itti 66 283 0 14 May 2015
DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving Chenyi Chen Ari Seff A. Kornhauser Jianxiong Xiao 102 1,765 0 01 May 2015
Visual Saliency Based on Multiscale Deep Features Guanbin Li Yizhou Yu FAtt 106 1,227 0 30 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition Stefan Mathe C. Sminchisescu 76 197 0 29 Dec 2013