Vladlen Koltun

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Philipp KrähenbühlUT AustinVerified email at cs.utexas.edu
Alexey DosovitskiyInceptiveVerified email at inceptive.team
Rene RanftlEpic GamesVerified email at epicgames.com
Qifeng ChenHKUSTVerified email at ust.hk
Qian-Yi ZhouIntel LabsVerified email at intel.com
Sergey LevineUC Berkeley, GoogleVerified email at eecs.berkeley.edu
Zico KolterCarnegie Mellon UniversityVerified email at cs.cmu.edu
Shaojie BaiMachine Learning Department, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Fisher YuETH ZurichVerified email at ethz.ch
Jaesik ParkPOSTECHVerified email at postech.ac.kr
Stephan R. RichterAppleVerified email at apple.com
Antonio Manuel LopezUniversitat Autònoma de Barcelona (UAB) // Computer Science Dpt & Computer Vision Center (CVC)Verified email at cvc.uab.es
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
Jitendra MalikProfessor of EECS, UC BerkeleyVerified email at eecs.berkeley.edu
Marco HutterProfessor of Robotics, ETH ZurichVerified email at ethz.ch
Daniel CremersTechnical University of MunichVerified email at tum.de
Vibhav VineetMicrosoft ResearchVerified email at microsoft.com

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	6882	2016
Efficient inference in fully connected CRFs with Gaussian edge potentials P Krähenbühl, V Koltun Advances in Neural Information Processing Systems (NIPS), 2011	3100	2011
CARLA: An Open Urban Driving Simulator A Dosovitskiy, G Ros, F Codevilla, A López, V Koltun Conference on Robot Learning (CoRL), 2017	2379	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	2350	2018
Direct Sparse Odometry J Engel, V Koltun, D Cremers IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (3), 2018	1861	2018
Playing for Data: Ground Truth from Computer Games SR Richter, V Vineet, S Roth, V Koltun European Conference on Computer Vision (ECCV), 2016	1373	2016
Dilated Residual Networks F Yu, V Koltun, T Funkhouser Computer Vision and Pattern Recognition (CVPR), 2017	1215	2017
Guided Policy Search S Levine, V Koltun International Conference on Machine Learning (ICML), 2013	1035	2013
Photographic Image Synthesis with Cascaded Refinement Networks Q Chen, V Koltun International Conference on Computer Vision (ICCV), 2017	819	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	675	2018
Open3D: A Modern Library for 3D Data Processing QY Zhou, J Park, V Koltun arXiv preprint arXiv:1801.09847, 2018	625	2018
Learning to See in the Dark C Chen, Q Chen, J Xu, V Koltun Computer Vision and Pattern Recognition (CVPR), 2018	620	2018
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	553	2019
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	518	2019
Multi-Task Learning as Multi-Objective Optimization O Sener, V Koltun Advances in Neural Information Processing Systems (NeurIPS), 2018	491	2018
Robust Reconstruction of Indoor Scenes S Choi, QY Zhou, V Koltun Computer Vision and Pattern Recognition (CVPR), 2015	488	2015
Fast Global Registration QY Zhou, J Park, V Koltun European Conference on Computer Vision (ECCV), 2016	482	2016
Geodesic Object Proposals P Krähenbühl, V Koltun European Conference on Computer Vision (ECCV), 2014	435	2014
Tanks and Temples: Benchmarking Large-Scale Scene Reconstruction A Knapitsch, J Park, QY Zhou, V Koltun ACM Transactions on Graphics 36 (4), 2017	416	2017
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	374	2011

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