Patrick Emami
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
Learning permutations with sinkhorn policy gradient
P Emami, S Ranka
arXiv preprint arXiv:1805.07010, 2018
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
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
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
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
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
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
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
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
Deep deterministic policy gradients in tensorflow
P Emami
My summaries of Machine Learning papers and investigations into various …, 2016
POMDPy: An Extensible Framework for Implementing Partially-Observable Markov Decision Processes in Python
P Emami, AJ Hamlet, CD Crane
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
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
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
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
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
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
Slot Order Matters for Compositional Scene Understanding
P Emami, P He, S Ranka, A Rangarajan
arXiv preprint arXiv:2206.01370, 2022
Development and Testing of Optimized Autonomous and Connected Vehicle Trajectories at Signalized Intersections
L Elefteriadou, M Pourmehrab, P Emami, A Omidvar, C Letter, P Neal, ...
University of Florida. Transportation Institute, 2017
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