| Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D J Philion, S Fidler ECCV 2020, 2020 | 1106 | 2020 |
| FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network J Philion CVPR 2019, 2019 | 194 | 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 | 193 | 2022 |
| 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 | 139 | 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 | 128 | 2020 |
| 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 | 107 | 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 | 84 | 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 | 75 | 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 | 27 | 2022 |
| Trajeglish: Traffic Modeling as Next-Token Prediction J Philion, XB Peng, S Fidler ICLR 2024, 2024 | 23* | 2024 |
| 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 | 23 | 2021 |
| Emergent Road Rules In Multi-Agent Driving Environments A Pal, J Philion, YH Liao, S Fidler ICLR 2021, 2020 | 22 | 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 | 15 | 2020 |
| 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 | 13 | 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 | 13 | 2023 |
| 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 | 9 | 2022 |
| Image generation using one or more neural networks J Philion, S Fidler US Patent App. 16/908,397, 2021 | 9 | 2021 |
| Training perception models using synthetic data for autonomous systems and applications DJA Marrero, S Fidler, J Philion US Patent App. 17/827,390, 2022 | 6 | 2022 |
| Wolf: Captioning everything with a world summarization framework B Li, L Zhu, R Tian, S Tan, Y Chen, Y Lu, Y Cui, S Veer, M Ehrlich, ... arXiv preprint arXiv:2407.18908, 2024 | 3 | 2024 |
| 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 | 2 | 2024 |