Patrick Emami

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 26

Top Topics

Data Association

Object Representations

Scene Flow Estimation

Reinforcement Learning

Top Venues

Int. J. Comput. Vis.

Publications

Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan
Toward Improving the Generation Quality of Autoregressive Slot VAEs. Neural Comput. 36 (5) (2024)
Peter Graf, Patrick Emami
Three Pathways to Neurosymbolic Reinforcement Learning with Interpretable Model and Policy Networks. CoRR (2024)
Patrick Emami, Zhaonan Li, Saumya Sinha, Truc Nguyen
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems. CoRR (2024)
Patrick Emami, Aidan Perreault, Jeffrey N. Law, David Biagioni, Peter C. St. John
Plug & play directed evolution of proteins with gradient-based discrete MCMC. Mach. Learn. Sci. Technol. 4 (2) (2023)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Learning Canonical Embeddings for Unsupervised Shape Correspondence With Locally Linear Transformations. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Patrick Emami, Xiangyu Zhang, David Biagioni, Ahmed S. Zamzam
Non-Stationary Policy Learning for Multi-Timescale Multi-Agent Reinforcement Learning. CDC (2023)
Patrick Emami, Xiangyu Zhang, David Biagioni, Ahmed S. Zamzam
Non-Stationary Policy Learning for Multi-Timescale Multi-Agent Reinforcement Learning. CoRR (2023)
Patrick Emami, Abhijeet Sahu, Peter Graf
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting. CoRR (2023)
Patrick Emami, Abhijeet Sahu, Peter Graf
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting. NeurIPS (2023)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions. CoRR (2022)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Learning Scene Dynamics from Point Cloud Sequences. Int. J. Comput. Vis. 130 (3) (2022)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Learning Canonical Embeddings for Unsupervised Shape Correspondence with Locally Linear Transformations. CoRR (2022)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions. AAAI (2022)
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan
Slot Order Matters for Compositional Scene Understanding. CoRR (2022)
Patrick Emami, Aidan Perreault, Jeffrey N. Law, David Biagioni, Peter C. St. John
Plug & Play Directed Evolution of Proteins with Gradient-based Discrete MCMC. CoRR (2022)
Patrick Emami, Lily Elefteriadou, Sanjay Ranka
Long-Range Multi-Object Tracking at Traffic Intersections on Low-Power Devices. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations. ICML (2021)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Learning Scene Dynamics from Point Cloud Sequences. CoRR (2021)
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations. CoRR (2021)
Patrick Emami, Panos M. Pardalos, Lily Elefteriadou, Sanjay Ranka
Machine Learning Methods for Data Association in Multi-Object Tracking. ACM Comput. Surv. 53 (4) (2020)
Luis Vargas, Patrick Emami, Patrick Traynor
On the Detection of Disinformation Campaign Activity with Network Analysis. CoRR (2020)
Luis Vargas, Patrick Emami, Patrick Traynor
On the Detection of Disinformation Campaign Activity with Network Analysis. CCSW@CCS (2020)
Patrick Emami, Panos M. Pardalos, Lily Elefteriadou, Sanjay Ranka
Machine Learning Methods for Solving Assignment Problems in Multi-Target Tracking. CoRR (2018)
Patrick Emami, Mahmoud Pourmehrab, Marilo Martin-Gasulla, Sanjay Ranka, Lily Elefteriadou
A Comparison of Intelligent Signalized Intersection Controllers Under Mixed Traffic. ITSC (2018)
Patrick Emami, Sanjay Ranka
Learning Permutations with Sinkhorn Policy Gradient. CoRR (2018)
Patrick Emami, Lily Elefteriadou, Sanjay Ranka
Tracking Vehicles Equipped with Dedicated Short-Range Communication at Traffic Intersections. DIVANet@MSWiM (2017)
Alan J. Hamlet, Patrick Emami, Carl D. Crane III
A gesture recognition system for mobile robots that learns online. IROS (2014)