Machine Learning Methods for Data Association in Multi-Object Tracking P Emami, PM Pardalos, L Elefteriadou, S Ranka ACM Computing Surveys (CSUR) 53 (4), 1-34, 2020 | 115* | 2020 |
On the detection of disinformation campaign activity with network analysis L Vargas, P Emami, P Traynor Proceedings of the 2020 ACM SIGSAC Conference on Cloud Computing Security …, 2020 | 85 | 2020 |
Learning permutations with sinkhorn policy gradient P Emami, S Ranka arXiv preprint arXiv:1805.07010, 2018 | 80 | 2018 |
Efficient iterative amortized inference for learning symmetric and disentangled multi-object representations P Emami, P He, S Ranka, A Rangarajan International conference on machine learning, 2970-2981, 2021 | 52 | 2021 |
Deployment and testing of optimized autonomous and connected vehicle trajectories at a closed-course signalized intersection A Omidvar, M Pourmehrab, P Emami, R Kiriazes, JC Esposito, C Letter, ... Transportation Research Record 2672 (19), 45-54, 2018 | 34 | 2018 |
Plug & play directed evolution of proteins with gradient-based discrete MCMC P Emami, A Perreault, J Law, D Biagioni, PS John Machine Learning: Science and Technology 4 (2), 025014, 2023 | 22 | 2023 |
Learning scene dynamics from point cloud sequences P He, P Emami, S Ranka, A Rangarajan International Journal of Computer Vision 130 (3), 669-695, 2022 | 22 | 2022 |
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting P Emami, A Sahu, P Graf Advances in Neural Information Processing Systems 36, 2024 | 16 | 2024 |
Signalized intersection performance with automated and conventional vehicles: A comparative study M Pourmehrab, P Emami, M Martin-Gasulla, J Wilson, L Elefteriadou, ... Journal of Transportation Engineering, Part A: Systems 146 (9), 04020089, 2020 | 16 | 2020 |
A comparison of intelligent signalized intersection controllers under mixed traffic P Emami, M Pourmehrab, M Martin-Gasulla, S Ranka, L Elefteriadou 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 15 | 2018 |
Long-range multi-object tracking at traffic intersections on low-power devices P Emami, L Elefteriadou, S Ranka IEEE Transactions on Intelligent Transportation Systems 23 (3), 2482-2493, 2021 | 12 | 2021 |
Self-supervised robust scene flow estimation via the alignment of probability density functions P He, P Emami, S Ranka, A Rangarajan Proceedings of the AAAI Conference on Artificial Intelligence 36 (1), 861-869, 2022 | 11 | 2022 |
Deep deterministic policy gradients in tensorflow P Emami My summaries of Machine Learning papers and investigations into various …, 2016 | 11 | 2016 |
POMDPy: An Extensible Framework for Implementing Partially-Observable Markov Decision Processes in Python P Emami, AJ Hamlet, CD Crane | 10* | 2015 |
The cognitive driving framework: Joint inference for collision prediction and avoidance in autonomous vehicles AJ Hamlet, P Emami, CD Crane 2015 15th International Conference on Control, Automation and Systems (ICCAS …, 2015 | 9 | 2015 |
Tracking vehicles equipped with dedicated short-range communication at traffic intersections P Emami, L Elefteriadou, S Ranka Proceedings of the 6th ACM Symposium on Development and Analysis of …, 2017 | 7 | 2017 |
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems P Emami, Z Li, S Sinha, T Nguyen arXiv preprint arXiv:2405.19653, 2024 | 6 | 2024 |
A gesture recognition system for mobile robots that learns online AJ Hamlet, P Emami, CD Crane 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2014 | 5 | 2014 |
eGridGPT: Trustworthy AI in the Control Room SL Choi, R Jain, P Emami, K Wadsack, F Ding, H Sun, K Gruchalla, ... National Renewable Energy Laboratory (NREL), Golden, CO (United States), 2024 | 3 | 2024 |
Learning canonical embeddings for unsupervised shape correspondence with locally linear transformations P He, P Emami, S Ranka, A Rangarajan IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 3 | 2023 |