TP8a1.3

A Bayesian Multiobject Tracking Approach with Neural-Enhanced Motion and Measurement Models

Shaoxiu Wei, Mingchao Liang, Florian Meyer, University of California, San Diego, United States
Session:
TP8a1: Applications in Machine Learning Poster
Track:
Adaptive Systems, Machine Learning, and Data Analytics
Location:
Merrill Hall
Presentation Time:
Tue, 28 Oct, 13:30 - 15:10 PT (UTC -7)
Presentation
Discussion
Resources
No resources available.
Session TP8a1
TP8a1.1: Tracking Multiple Targets with Dynamic Dependencies and Merged Measurements
Yongho Seo, Antonia Papandreou-Suppappola, Arizona State University, United States
TP8a1.2: YOLOT: A Recurrent YOLO Model for Robust Video-Based Automotive Object Detection
Dylan Baxter, Jane Zhang, California Polytechnic State University, United States
TP8a1.3: A Bayesian Multiobject Tracking Approach with Neural-Enhanced Motion and Measurement Models
Shaoxiu Wei, Mingchao Liang, Florian Meyer, University of California, San Diego, United States
TP8a1.4: Inference-time Stochastic Refinement of GRU-Normalizing Flow for Real-time Video Motion Transfer
Tasmiah Haque, Srinjoy Das, West Virginia University, United States
TP8a1.5: Low Separation Rank Ridge Regression for Matrix Covariates with Applications in Neuroimaging
Lakshitha Ramanayake, Batoul Taki, Linden Parkes, Carrisa Cocuzza, Avram Holmes, David Zald, Waheed Bajwa, Rutgers University, United States
TP8a1.6: K-DAREK : Distance Aware Error for Kurkovà Kolmogorov Networks
Masoud Ataei, Vikas Dhiman, University of Maine, United States; Mohammad Javad Khojasteh, Rochester Institute of Technology, United States
TP8a1.7: The Effect of Using Mixed Precision on Performance and Accuracy of GNN Workloads in Scientific ML
Briana Cervantes, Shirley Moore, University of Texas at El Paso, United States
TP8a1.8: Expectations in Expectation Propagation
Zilu Zhao, Fangqing Xiao, Dirk Slock, EURECOM, France
TP8a1.9: Decision-Theoretic Learning of Human Perception in Uncertain Environments
Mohammad Alali, Northeastern University, United States; Tian Lan, George Washington University, United States; Seyede Fatemeh Ghoreishi, Mahdi Imani, Northeastern University, United States
TP8a1.10: GSW: Generalized "Self-Wiener" Denoising
Amir Weiss, Bar-Ilan University, Israel
TP8a1.11: Sigma Point Expectation Propagation
Fangqing Xiao, Zunqi Li, Dirk Slock, EURECOM, France
TP8a1.12: Conformalizing Ensemble Gaussian Processes with Robustness to Model Mis-specification
Jinwen Xu, Qin Lu, University of Georgia, United States; Georgios B. Giannakis, University of Minnesota, United States
TP8a1.13: Physically Constrained Adversarial Examples for Fine-Tuning Trajectory Classifiers
Simeon Krastev, Randy Paffenroth, Olivia Cava, Worcester Polytechnic Institute, United States
Contacts