| Depth Prediction Without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos V Casser, S Pirk, R Mahjourian, A Angelova Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2018 | 400 | 2018 |
| Sim4CV: A Photo-Realistic Simulator for Computer Vision Applications M Müller, V Casser, J Lahoud, N Smith, B Ghanem International Journal of Computer Vision, 1-18, 2018 | 173* | 2018 |
| Block-NeRF: Scalable Large Scene Neural View Synthesis M Tancik, V Casser, X Yan, S Pradhan, BP Mildenhall, P Srinivasan, ... Proceedings of the IEEE/CVF Conference on Computer Vision, 2022, pp. 8248-8258, 0 | 98* | |
| Unsupervised Monocular Depth and Ego-motion Learning with Structure and Semantics V Casser, S Pirk, R Mahjourian, A Angelova VOCVALC at CVPR'19, 2019 | 96* | 2019 |
| Fast Mitochondria Detection for Connectomics V Casser, K Kang, H Pfister, D Haehn Medical Imaging with Deep Learning, 2020 | 67* | 2020 |
| Unsupervised Monocular Depth Learning in Dynamic Scenes H Li, A Gordon, H Zhao, V Casser, A Angelova Conference on Robot Learning (CoRL'20), 2020 | 67 | 2020 |
| OIL: Observational Imitation Learning G Li, M Mueller, V Casser, N Smith, DL Michels, B Ghanem Robotics: Science and Systems (RSS) 2019, 2018 | 37* | 2018 |
| Teaching UAVs to Race: End-to-End Regression of Agile Controls in Simulation M Mueller, V Casser, N Smith, DL Michels, B Ghanem UAVision at ECCV'18, 2017 | 35* | 2017 |
| Multimodal Memorability: Modeling Effects of Semantics and Decay on Video Memorability A Newman, C Fosco, V Casser, A Lee, B McNamara, A Oliva 16th European Conference on Computer Vision (ECCV'20), 2020 | 30 | 2020 |
| 4D-Net for Learned Multi-Modal Alignment AJ Piergiovanni, V Casser, M Ryoo, A Angelova 2021 International Conference on Computer Vision (ICCV'21), 2021 | 27 | 2021 |
| Predicting Visual Importance Across Graphic Design Types C Fosco, V Casser, AK Bedi, P O'Donovan, A Hertzmann, Z Bylinskii 33rd ACM Symposium on User Interface Software and Technology (UIST'20), 2020 | 24 | 2020 |
| Taskology: Utilizing Task Relations at Scale Y Lu, S Pirk, J Dlabal, A Brohan, A Pasad, Z Chen, V Casser, A Angelova, ... 2021 Conference on Computer Vision and Pattern Recognition (CVPR'21), 2020 | 13 | 2020 |
| Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-based UAV Racing M Mueller, G Li, V Casser, N Smith, DL Michels, B Ghanem UAVision at CVPR'19, 2019 | 12 | 2019 |
| LET-3D-AP: Longitudinal Error Tolerant 3D Average Precision for Camera-Only 3D Detection WC Hung, H Kretzschmar, V Casser, JJ Hwang, D Anguelov arXiv preprint arXiv:2206.07705, 2022 | 5 | 2022 |
| Training Neural Networks using Consistency Measures A Gordon, S Pirk, A Angelova, VM Casser, Y Lu, A Brohan, Z Chen, ... US Patent App. 17/194,090, 2021 | 2 | 2021 |
| GradTail: Learning Long-Tailed Data Using Gradient-based Sample Weighting Z Chen, V Casser, H Kretzschmar, D Anguelov arXiv preprint arXiv:2201.05938, 2022 | 1 | 2022 |
| Training Perspective Computer Vision Models using View Synthesis VM Casser, Y Chai, D Anguelov, H Zhao, H Kretzschmar, R Mahjourian, ... US Patent App. 17/344,254, 2021 | 1 | 2021 |
| Unsupervised Depth Prediction Neural Networks VM Casser, S Pirk, R Mahjourian, A Angelova US Patent App. 17/272,419, 2021 | 1 | 2021 |
| To Decay or not to Decay: Modeling Video Memorability Over Time A Newman, C Fosco, V Casser, B McNamara, A Oliva SVRHM at NeurIPS'20, 2020 | 1 | 2020 |
| Instance Segmentation with Cross-Modal Consistency AZ Zhu, V Casser, R Mahjourian, H Kretzschmar, S Pirk 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022 | | 2022 |
Soren PirkAdobe ResearchVerified email at adobe.com
