Title
Understanding Deep Learning Techniques for Image SegmentationACM Computing Surveys (ACM CSUR), 2019 Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 144 410 0 13 Jul 2019
Deep Learning in the Automotive Industry: Recent Advances and Application Examples Kanwar Bharat Singh M. Arat OOD 125 23 0 20 Jun 2019
EnlightenGAN: Deep Light Enhancement without Paired SupervisionIEEE Transactions on Image Processing (TIP), 2019 Lezhi Li Xinyu Gong Ding Liu Yu Cheng Chen Fang Xiaohui Shen Jianchao Yang Pan Zhou Zinan Lin 419 2,023 0 17 Jun 2019
Example-Guided Style Consistent Image Synthesis from Semantic LabelingComputer Vision and Pattern Recognition (CVPR), 2019 Miao Wang Guo-Ye Yang Ruilong Li Runze Liang Song-Hai Zhang P. Hall Shimin Hu GAN 173 89 0 04 Jun 2019
Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking Yunhan Jia Yantao Lu Junjie Shen Qi Alfred Chen Zhenyu Zhong Tao Wei AAML VOT 193 36 0 27 May 2019
Multimodal 3D Object Detection from Simulated Pretraining Åsmund Brekke Fredrik Vatsendvik Frank Lindseth 3DPC 107 19 0 19 May 2019
Forecasting Pedestrian Trajectory with Machine-Annotated Training Data Olly Styles Arun Ross Victor Sanchez 156 37 0 09 May 2019
WoodScape: A multi-task, multi-camera fisheye dataset for autonomous drivingIEEE International Conference on Computer Vision (ICCV), 2019 S. Yogamani Ciarán Hughes Jonathan Horgan Ganesh Sistu P. Varley ... Sumanth Chennupati Sanjaya Nayak Saquib Mansoor Xavier Perroton P. Pérez HAI 243 300 0 04 May 2019
Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving CarsIEEE Consumer Electronics Magazine (CE), 2019 Alexandros Kouris Stylianos I. Venieris Michail Rizakis C. Bouganis AI4TS 217 12 0 02 May 2019
Agnostic Lane Detection Yuenan Hou 107 22 0 02 May 2019
Measuring similarity between geo-tagged videos using largest common view Wei Ding Kwangsoo Yang K. Nam 49 6 0 28 Apr 2019
LATTE: Accelerating LiDAR Point Cloud Annotation via Sensor Fusion, One-Click Annotation, and Tracking Bernie Wang Virginia Wu Bichen Wu Kurt Keutzer 3DPC 107 51 0 19 Apr 2019
A Novel BiLevel Paradigm for Image-to-Image Translation Liqian Ma Qianru Sun Bernt Schiele Luc Van Gool 188 5 0 18 Apr 2019
Automatic adaptation of object detectors to new domains using self-training Aruni RoyChowdhury Prithvijit Chakrabarty Ashish Singh SouYoung Jin Huaizu Jiang Liangliang Cao Erik Learned-Miller VLM ObjD 202 179 0 15 Apr 2019
D $^2$ -City: A Large-Scale Dashcam Video Dataset of Diverse Traffic Scenarios Zhengping Che Max Guangyu Li Tracy Li Bo Jiang Xuefeng Shi Xinsheng Zhang Ying Lu Guobin Wu Yan Liu Jieping Ye 176 80 0 03 Apr 2019
Variational Adversarial Active Learning Samarth Sinha Sayna Ebrahimi Trevor Darrell GAN DRL VLM SSL 443 631 0 31 Mar 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 835 7,069 0 26 Mar 2019
Value of Temporal Dynamics Information in Driving Scene SegmentationIEEE Transactions on Intelligent Vehicles (IEEE Trans. Intell. Veh.), 2019 Li Ding Jack Terwilliger Rini Sherony B. Reimer Alex Fridman 98 23 0 21 Mar 2019
BayesOD: A Bayesian Approach for Uncertainty Estimation in Deep Object Detectors Ali Harakeh Michael H. W. Smart Steven L. Waslander BDL UQCV 145 124 0 09 Mar 2019
A Commute in Data: The comma2k19 Dataset H. Schafer Eder Santana A. Haden R. Biasini 3DV 116 81 0 14 Dec 2018
From Coarse to Fine: Robust Hierarchical Localization at Large Scale Paul-Edouard Sarlin Cesar Cadena Roland Siegwart Marcin Dymczyk 3DV 279 1,031 0 09 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 370 99 0 29 Nov 2018
Joint Monocular 3D Vehicle Detection and Tracking Hou-Ning Hu Qi-Zhi Cai Yi Xu Ji Lin Min Sun Philipp Krahenbuhl Trevor Darrell Feng Yu 3DPC 244 234 0 26 Nov 2018
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary NetworksAAAI Conference on Artificial Intelligence (AAAI), 2018 Yuenan Hou Zheng Ma Slobodan Mitrovic Chen Change Loy 183 68 0 07 Nov 2018
UAVid: A Semantic Segmentation Dataset for UAV Imagery Ye Lyu G. Vosselman Guisong Xia Alper Yilmaz M. Yang AI4TS VLM 143 14 0 24 Oct 2018
Structured Domain Randomization: Bridging the Reality Gap by Context-Aware Synthetic Data Aayush Prakash Shaad Boochoon M. Brophy David Acuna Eric Cameracci Gavriel State Omer Shapira Stan Birchfield 242 295 0 23 Oct 2018
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation Chaowei Xiao Ruizhi Deng Yue Liu Feng Yu M. Liu Basel Alomair AAML 162 103 0 11 Oct 2018
Interest point detectors stability evaluation on ApolloScape dataset J. Komorowski K. Czarnota Tomasz Trzciñski Lukasz Dabala Simon Lynen 3DPC 85 17 0 28 Sep 2018
Predicting Driver Attention in Critical Situations Ye Xia Danqing Zhang Jinkyu Kim K. Nakayama K. Zipser D. Whitney 203 156 0 17 Nov 2017

v1v2 (latest)

BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

12 May 2018

Papers citing "BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning"

29 / 1,129 papers shown

Title
Understanding Deep Learning Techniques for Image SegmentationACM Computing Surveys (ACM CSUR), 2019 Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 144 410 0 13 Jul 2019
Deep Learning in the Automotive Industry: Recent Advances and Application Examples Kanwar Bharat Singh M. Arat OOD 125 23 0 20 Jun 2019
EnlightenGAN: Deep Light Enhancement without Paired SupervisionIEEE Transactions on Image Processing (TIP), 2019 Lezhi Li Xinyu Gong Ding Liu Yu Cheng Chen Fang Xiaohui Shen Jianchao Yang Pan Zhou Zinan Lin 419 2,023 0 17 Jun 2019
Example-Guided Style Consistent Image Synthesis from Semantic LabelingComputer Vision and Pattern Recognition (CVPR), 2019 Miao Wang Guo-Ye Yang Ruilong Li Runze Liang Song-Hai Zhang P. Hall Shimin Hu GAN 173 89 0 04 Jun 2019
Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking Yunhan Jia Yantao Lu Junjie Shen Qi Alfred Chen Zhenyu Zhong Tao Wei AAML VOT 193 36 0 27 May 2019
Multimodal 3D Object Detection from Simulated Pretraining Åsmund Brekke Fredrik Vatsendvik Frank Lindseth 3DPC 107 19 0 19 May 2019
Forecasting Pedestrian Trajectory with Machine-Annotated Training Data Olly Styles Arun Ross Victor Sanchez 156 37 0 09 May 2019
WoodScape: A multi-task, multi-camera fisheye dataset for autonomous drivingIEEE International Conference on Computer Vision (ICCV), 2019 S. Yogamani Ciarán Hughes Jonathan Horgan Ganesh Sistu P. Varley ... Sumanth Chennupati Sanjaya Nayak Saquib Mansoor Xavier Perroton P. Pérez HAI 243 300 0 04 May 2019
Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving CarsIEEE Consumer Electronics Magazine (CE), 2019 Alexandros Kouris Stylianos I. Venieris Michail Rizakis C. Bouganis AI4TS 217 12 0 02 May 2019
Agnostic Lane Detection Yuenan Hou 107 22 0 02 May 2019
Measuring similarity between geo-tagged videos using largest common view Wei Ding Kwangsoo Yang K. Nam 49 6 0 28 Apr 2019
LATTE: Accelerating LiDAR Point Cloud Annotation via Sensor Fusion, One-Click Annotation, and Tracking Bernie Wang Virginia Wu Bichen Wu Kurt Keutzer 3DPC 107 51 0 19 Apr 2019
A Novel BiLevel Paradigm for Image-to-Image Translation Liqian Ma Qianru Sun Bernt Schiele Luc Van Gool 188 5 0 18 Apr 2019
Automatic adaptation of object detectors to new domains using self-training Aruni RoyChowdhury Prithvijit Chakrabarty Ashish Singh SouYoung Jin Huaizu Jiang Liangliang Cao Erik Learned-Miller VLM ObjD 202 179 0 15 Apr 2019
D $^2$ -City: A Large-Scale Dashcam Video Dataset of Diverse Traffic Scenarios Zhengping Che Max Guangyu Li Tracy Li Bo Jiang Xuefeng Shi Xinsheng Zhang Ying Lu Guobin Wu Yan Liu Jieping Ye 176 80 0 03 Apr 2019
Variational Adversarial Active Learning Samarth Sinha Sayna Ebrahimi Trevor Darrell GAN DRL VLM SSL 443 631 0 31 Mar 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 835 7,069 0 26 Mar 2019
Value of Temporal Dynamics Information in Driving Scene SegmentationIEEE Transactions on Intelligent Vehicles (IEEE Trans. Intell. Veh.), 2019 Li Ding Jack Terwilliger Rini Sherony B. Reimer Alex Fridman 98 23 0 21 Mar 2019
BayesOD: A Bayesian Approach for Uncertainty Estimation in Deep Object Detectors Ali Harakeh Michael H. W. Smart Steven L. Waslander BDL UQCV 145 124 0 09 Mar 2019
A Commute in Data: The comma2k19 Dataset H. Schafer Eder Santana A. Haden R. Biasini 3DV 116 81 0 14 Dec 2018
From Coarse to Fine: Robust Hierarchical Localization at Large Scale Paul-Edouard Sarlin Cesar Cadena Roland Siegwart Marcin Dymczyk 3DV 279 1,031 0 09 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 370 99 0 29 Nov 2018
Joint Monocular 3D Vehicle Detection and Tracking Hou-Ning Hu Qi-Zhi Cai Yi Xu Ji Lin Min Sun Philipp Krahenbuhl Trevor Darrell Feng Yu 3DPC 244 234 0 26 Nov 2018
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary NetworksAAAI Conference on Artificial Intelligence (AAAI), 2018 Yuenan Hou Zheng Ma Slobodan Mitrovic Chen Change Loy 183 68 0 07 Nov 2018
UAVid: A Semantic Segmentation Dataset for UAV Imagery Ye Lyu G. Vosselman Guisong Xia Alper Yilmaz M. Yang AI4TS VLM 143 14 0 24 Oct 2018
Structured Domain Randomization: Bridging the Reality Gap by Context-Aware Synthetic Data Aayush Prakash Shaad Boochoon M. Brophy David Acuna Eric Cameracci Gavriel State Omer Shapira Stan Birchfield 242 295 0 23 Oct 2018
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation Chaowei Xiao Ruizhi Deng Yue Liu Feng Yu M. Liu Basel Alomair AAML 162 103 0 11 Oct 2018
Interest point detectors stability evaluation on ApolloScape dataset J. Komorowski K. Czarnota Tomasz Trzciñski Lukasz Dabala Simon Lynen 3DPC 85 17 0 28 Sep 2018
Predicting Driver Attention in Critical Situations Ye Xia Danqing Zhang Jinkyu Kim K. Nakayama K. Zipser D. Whitney 203 156 0 17 Nov 2017