Muse-vae: Multi-scale vae for environment-aware long term trajectory prediction M Lee, SS Sohn, S Moon, S Yoon, M Kapadia, V Pavlovic Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 44 | 2022 |
Deep integration of physical humanoid control and crowd navigation B Haworth, G Berseth, S Moon, P Faloutsos, M Kapadia Proceedings of the 13th ACM SIGGRAPH Conference on Motion, Interaction and …, 2020 | 25 | 2020 |
Laying the foundations of deep long-term crowd flow prediction SS Sohn, H Zhou, S Moon, S Yoon, V Pavlovic, M Kapadia Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 23 | 2020 |
JOIN: an integrated platform for joint simulation of occupant-building interactions D Schaumann, S Moon, M Usman, R Goldstein, S Breslav, A Khan, ... Architectural Science Review 63 (3-4), 339-350, 2020 | 12 | 2020 |
Toward a multi-level and multi-paradigm platform for building occupant simulation D Schaumann, S Moon, M Usman, R Goldstein, S Breslav, A Khan, ... Symposium on Simulation for Architecture and Urban Design, 169-176, 2019 | 11 | 2019 |
Msi: Maximize support-set information for few-shot segmentation S Moon, SS Sohn, H Zhou, S Yoon, V Pavlovic, MH Khan, M Kapadia Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 10 | 2023 |
HM: Hybrid masking for few-shot segmentation S Moon, SS Sohn, H Zhou, S Yoon, V Pavlovic, MH Khan, M Kapadia European Conference on Computer Vision, 506-523, 2022 | 10 | 2022 |
A point projection approach for improving the accuracy of the multilevel B-spline approximation S Moon, K Ko Journal of Computational Design and Engineering 5 (2), 173-179, 2018 | 10 | 2018 |
A2x: An agent and environment interaction benchmark for multimodal human trajectory prediction SS Sohn, M Lee, S Moon, G Qiao, M Usman, S Yoon, V Pavlovic, ... Proceedings of the 14th ACM SIGGRAPH Conference on Motion, Interaction and …, 2021 | 8 | 2021 |
Deep crowd-flow prediction in built environments SS Sohn, S Moon, H Zhou, S Yoon, V Pavlovic, M Kapadia arXiv preprint arXiv:1910.05810, 2019 | 5 | 2019 |
A2X: An end-to-end framework for assessing agent and environment interactions in multimodal human trajectory prediction SS Sohn, M Lee, S Moon, G Qiao, M Usman, S Yoon, V Pavlovic, ... Computers & Graphics 106, 130-140, 2022 | 4 | 2022 |
The role of latent representations for design space exploration of floorplans V Azizi, M Usman, SS Sohn, M Schwartz, S Moon, P Faloutsos, ... Simulation 99 (11), 1167-1179, 2023 | 3 | 2023 |
A Multiscale Geospatial Dataset and an Interactive Visualization Dashboard for Computational Epidemiology and Open Scientific Research M Usman, H Zhou, S Moon, X Zhang, P Faloutsos, M Kapadia IEEE computer graphics and applications 43 (1), 39-52, 2022 | 3 | 2022 |
Harnessing fourier isovists and geodesic interaction for long-term crowd flow prediction SS Sohn, S Moon, H Zhou, M Lee, S Yoon, V Pavlovic, M Kapadia Thirty-First International Joint Conference on Artificial Intelligence (IJCAI), 2022 | 3 | 2022 |
An information-theoretic approach for estimating scenario generalization in crowd motion prediction G Qiao, K Hu, S Moon, SS Sohn, S Yoon, M Kapadia, V Pavlovic arXiv preprint arXiv:2211.00817, 2022 | 2 | 2022 |
Multi-agent hierarchical reinforcement learning for humanoid navigation G Berseth, S Moon, M Kapadia, P Faloutsos | 2 | 2019 |
Dynamic correction of image distortions for a kinect-projector system J Park, S Moon, K Ko Václav Skala-UNION Agency, 2018 | 1 | 2018 |
Machine learning model for multi-camera multi-person tracking SM Deep Patel, Alexandru Niculescu-Mizil, Iain Melvin US Patent 20240161313A1, 2024 | | 2024 |
MULTI-CAMERA MACHINE LEARNING VIEW TRACKING SM Deep Patel, Alexandru Niculescu-mizil, Iain Melvin US Patent 20240161902A1, 2024 | | 2024 |
On the Equivalency, Substitutability, and Flexibility of Synthetic Data CJ Chang, D Li, S Moon, M Kapadia arXiv preprint arXiv:2403.16244, 2024 | | 2024 |