Multi-Scale Context Aggregation by Dilated Convolutions F Yu, V Koltun International Conference on Learning Representations (ICLR), 2016 | 10582 | 2016 |
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling S Bai, JZ Kolter, V Koltun arXiv preprint arXiv:1803.01271, 2018 | 5657 | 2018 |
CARLA: An Open Urban Driving Simulator A Dosovitskiy, G Ros, F Codevilla, A López, V Koltun Conference on Robot Learning (CoRL), 2017 | 5506 | 2017 |
Efficient inference in fully connected CRFs with Gaussian edge potentials P Krähenbühl, V Koltun Advances in Neural Information Processing Systems (NIPS), 2011 | 4011 | 2011 |
Direct Sparse Odometry J Engel, V Koltun, D Cremers IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (3), 2018 | 2944 | 2018 |
Playing for Data: Ground Truth from Computer Games SR Richter, V Vineet, S Roth, V Koltun European Conference on Computer Vision (ECCV), 2016 | 2312 | 2016 |
Dilated Residual Networks F Yu, V Koltun, T Funkhouser Computer Vision and Pattern Recognition (CVPR), 2017 | 1962 | 2017 |
Point Transformer H Zhao, L Jiang, J Jia, P Torr, V Koltun International Conference on Computer Vision (ICCV), 2021 | 1721 | 2021 |
Open3D: A Modern Library for 3D Data Processing QY Zhou, J Park, V Koltun arXiv preprint arXiv:1801.09847, 2018 | 1677 | 2018 |
Vision Transformers for Dense Prediction R Ranftl, A Bochkovskiy, V Koltun International Conference on Computer Vision (ICCV), 2021 | 1455 | 2021 |
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer R Ranftl, K Lasinger, D Hafner, K Schindler, V Koltun IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (3), 2022 | 1371 | 2022 |
Guided Policy Search S Levine, V Koltun International Conference on Machine Learning (ICML), 2013 | 1321 | 2013 |
Learning to See in the Dark C Chen, Q Chen, J Xu, V Koltun Computer Vision and Pattern Recognition (CVPR), 2018 | 1306 | 2018 |
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 | 1282 | 2019 |
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 | 1211 | 2019 |
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 | 1185 | 2018 |
Multi-Task Learning as Multi-Objective Optimization O Sener, V Koltun Advances in Neural Information Processing Systems (NeurIPS), 2018 | 1164 | 2018 |
Tanks and Temples: Benchmarking Large-Scale Scene Reconstruction A Knapitsch, J Park, QY Zhou, V Koltun ACM Transactions on Graphics 36 (4), 2017 | 1113 | 2017 |
Tracking Objects as Points X Zhou, V Koltun, P Krähenbühl European Conference on Computer Vision (ECCV), 2020 | 1112 | 2020 |
Photographic Image Synthesis with Cascaded Refinement Networks Q Chen, V Koltun International Conference on Computer Vision (ICCV), 2017 | 1092 | 2017 |