Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D J Philion, S Fidler
ECCV 2020, 2020
639 2020 FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network J Philion
CVPR 2019, 2019
158 2019 M BEV: 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
127 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
110 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
79 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
67 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
61 2021 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 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
17 2022 Emergent Road Rules In Multi-Agent Driving Environments A Pal, J Philion, YH Liao, S Fidler
ICLR 2021, 2020
16 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
4 2022 Trajeglish: Learning the Language of Driving Scenarios J Philion, XB Peng, S Fidler
arXiv preprint arXiv:2312.04535, 2023
3 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