Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D J Philion, S Fidler ECCV 2020, 2020 | 653 | 2020 |
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network J Philion CVPR 2019, 2019 | 161 | 2019 |
MBEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation E Xie, Z Yu, D Zhou, J Philion, A Anandkumar, S Fidler, P Luo, JM Alvarez arXiv preprint arXiv:2204.05088, 2022 | 130 | 2022 |
Learning to simulate dynamic environments with gamegan SW Kim, Y Zhou, J Philion, A Torralba, S Fidler Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 112 | 2020 |
Generating useful accident-prone driving scenarios via a learned traffic prior D Rempe, J Philion, LJ Guibas, S Fidler, O Litany Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 80 | 2022 |
Drivegan: Towards a controllable high-quality neural simulation SW Kim, J Philion, A Torralba, S Fidler Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 69 | 2021 |
Learning to evaluate perception models using planner-centric metrics J Philion, A Kar, S Fidler Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 67 | 2020 |
Learning indoor inverse rendering with 3d spatially-varying lighting Z Wang, J Philion, S Fidler, J Kautz Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 62 | 2021 |
How much more data do i need? estimating requirements for downstream tasks R Mahmood, J Lucas, D Acuna, D Li, J Philion, JM Alvarez, Z Yu, S Fidler, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 19 | 2022 |
Towards optimal strategies for training self-driving perception models in simulation D Acuna, J Philion, S Fidler Advances in Neural Information Processing Systems 34, 1686-1699, 2021 | 18 | 2021 |
Emergent Road Rules In Multi-Agent Driving Environments A Pal, J Philion, YH Liao, S Fidler ICLR 2021, 2020 | 18 | 2020 |
The efficacy of neural planning metrics: A meta-analysis of pkl on nuscenes Y Guo, H Caesar, O Beijbom, J Philion, S Fidler arXiv preprint arXiv:2010.09350, 2020 | 11 | 2020 |
Generating frames for neural simulation using one or more neural networks SW Kim, J Philion, S Fidler, AT Barriuso US Patent App. 17/184,459, 2022 | 7 | 2022 |
Training perception models using synthetic data for autonomous systems and applications DJA Marrero, S Fidler, J Philion US Patent App. 17/827,390, 2022 | 5 | 2022 |
Trajeglish: Learning the Language of Driving Scenarios J Philion, XB Peng, S Fidler arXiv preprint arXiv:2312.04535, 2023 | 4 | 2023 |
End-to-end 3D Tracking with Decoupled Queries Y Li, Z Yu, J Philion, A Anandkumar, S Fidler, J Jia, J Alvarez Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 3 | 2023 |
Towards Viewpoint Robustness in Bird's Eye View Segmentation T Klinghoffer, J Philion, W Chen, O Litany, Z Gojcic, J Joo, R Raskar, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 3 | 2023 |
Image generation using one or more neural networks J Philion, S Fidler US Patent App. 16/908,397, 2021 | 2 | 2021 |
Environment generation using one or more neural networks SW Kim, S Fidler, J Philion, AT Barriuso US Patent App. 16/898,110, 2021 | 1 | 2021 |
Virtual agent trajectory prediction and traffic modeling for machine simulation systems and applications J Philion, J Devaranjan, XB Peng, S Fidler US Patent App. 17/949,991, 2024 | | 2024 |