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Patrick Emami
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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
852020
Learning permutations with sinkhorn policy gradient
P Emami, S Ranka
arXiv preprint arXiv:1805.07010, 2018
802018
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
522021
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
342018
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
222023
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
222022
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
162024
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
162020
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
152018
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
122021
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
112022
Deep deterministic policy gradients in tensorflow
P Emami
My summaries of Machine Learning papers and investigations into various …, 2016
112016
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
92015
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
72017
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems
P Emami, Z Li, S Sinha, T Nguyen
arXiv preprint arXiv:2405.19653, 2024
62024
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
52014
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
32024
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
32023
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학술자료 1–20