Vladlen Koltun

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Philipp KrähenbühlUT AustinVerified email at cs.utexas.edu
Alexey DosovitskiyResearch Scientist, Google BrainVerified email at google.com
Rene RanftlIntel LabsVerified email at intel.com
Fisher YuETH ZurichVerified email at ethz.ch
Qian-Yi ZhouIntel LabsVerified email at intel.com
Sergey LevineUC Berkeley, GoogleVerified email at eecs.berkeley.edu
Shaojie BaiMachine Learning Department, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Zico KolterCarnegie Mellon UniversityVerified email at cs.cmu.edu
Jaesik ParkPOSTECHVerified email at postech.ac.kr
Antonio Manuel LopezUniversitat Autònoma de Barcelona (UAB) // Computer Science Dpt & Computer Vision Center (CVC)Verified email at cvc.uab.es
Stephan R. RichterIntelVerified email at intel.com
Felipe CodevillaMilaVerified email at cvc.uab.es
Manolis SavvaSimon Fraser UniversityVerified email at sfu.ca
Davide ScaramuzzaProfessor of Robotics and Perception, University of ZurichVerified email at ifi.uzh.ch
Jia XuHuya AIVerified email at huya.com
Daniel CremersTechnical University of MunichVerified email at tum.de
Vibhav VineetMicrosoft ResearchVerified email at microsoft.com
Jitendra MalikProfessor of EECS, UC BerkeleyVerified email at eecs.berkeley.edu
Siddhartha ChaudhuriSenior Research Scientist, Adobe and Assistant Professor (on leave), IIT BombayVerified email at cse.iitb.ac.in
Marco HutterProfessor of Robotics, ETH ZurichVerified email at ethz.ch

Vladlen Koltun

Distinguished Scientist, Apple

Verified email at apple.com - Homepage

computer vision machine learning robotics computer graphics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Multi-Scale Context Aggregation by Dilated Convolutions F Yu, V Koltun International Conference on Learning Representations (ICLR), 2016	5635	2016
Efficient inference in fully connected CRFs with Gaussian edge potentials P Krähenbühl, V Koltun Advances in Neural Information Processing Systems (NIPS), 2011	2841	2011
CARLA: An Open Urban Driving Simulator A Dosovitskiy, G Ros, F Codevilla, A López, V Koltun Conference on Robot Learning (CoRL), 2017	1732	2017
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling S Bai, JZ Kolter, V Koltun arXiv preprint arXiv:1803.01271, 2018	1711	2018
Direct Sparse Odometry J Engel, V Koltun, D Cremers IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (3), 2018	1594	2018
Playing for Data: Ground Truth from Computer Games SR Richter, V Vineet, S Roth, V Koltun European Conference on Computer Vision (ECCV), 2016	1162	2016
Dilated Residual Networks F Yu, V Koltun, T Funkhouser Computer Vision and Pattern Recognition (CVPR), 2017	994	2017
Guided Policy Search S Levine, V Koltun International Conference on Machine Learning (ICML), 2013	930	2013
Photographic Image Synthesis with Cascaded Refinement Networks Q Chen, V Koltun International Conference on Computer Vision (ICCV), 2017	719	2017
End-to-end Driving via Conditional Imitation Learning F Codevilla, M Müller, A López, V Koltun, A Dosovitskiy International Conference on Robotics and Automation (ICRA), 2018	512	2018
Learning to See in the Dark C Chen, Q Chen, J Xu, V Koltun Computer Vision and Pattern Recognition (CVPR), 2018	483	2018
Geodesic Object Proposals P Krähenbühl, V Koltun European Conference on Computer Vision (ECCV), 2014	430	2014
Learning Agile and Dynamic Motor Skills for Legged Robots J Hwangbo, J Lee, A Dosovitskiy, D Bellicoso, V Tsounis, V Koltun, ... Science Robotics 4 (26), 2019	419	2019
Robust Reconstruction of Indoor Scenes S Choi, QY Zhou, V Koltun Computer Vision and Pattern Recognition (CVPR), 2015	410	2015
Open3D: A Modern Library for 3D Data Processing QY Zhou, J Park, V Koltun arXiv preprint arXiv:1801.09847, 2018	402	2018
Fast Global Registration QY Zhou, J Park, V Koltun European Conference on Computer Vision (ECCV), 2016	365	2016
A probabilistic model for component-based shape synthesis E Kalogerakis, S Chaudhuri, D Koller, V Koltun ACM Transactions on Graphics (TOG) 31 (4), 2012	362	2012
Habitat: A Platform for Embodied AI Research M Savva, A Kadian, O Maksymets, Y Zhao, E Wijmans, B Jain, J Straub, ... International Conference on Computer Vision (ICCV), 2019	361	2019
Interactive furniture layout using interior design guidelines P Merrell, E Schkufza, Z Li, M Agrawala, V Koltun ACM Transactions on Graphics (TOG) 30 (4), 2011	356	2011
Multi-Task Learning as Multi-Objective Optimization O Sener, V Koltun Advances in Neural Information Processing Systems (NeurIPS), 2018	340	2018

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