Mathew Monfort - Concepedia

Author

Mathew Monfort

University of Illinois Chicago ORCID

Also Known As

Mathew Monfort, Mathew Monfort (7960442), Monfort, Mathew

Publications

Citations

H-Index

Concepts

All Affiliations

University of Illinois Chicago Massachusetts Institute of Technology Cambridge Scientific (United States)

About

Mathew Monfort is an author at University of Illinois Chicago specializing in machine learning, engineering, and computer vision.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	3.9K
2	Computer Science	6	6	3.8K
3	Cognitive Science	3	3	150
4	Health Sciences	2	2	62
5	Social Sciences	2	2	127

Mathew Monfort

Publications

3.9K

Citations

H-Index

Page 1

	Year	Citations
End to End Learning for Self-Driving Cars Mariusz Bojarski, Davide Testa, Daniel Dworakowski, arXiv (Cornell University) Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningAdvanced Driver-assistance System	2016	3.1K
Multi-Agent Tensor Fusion for Contextual Trajectory Prediction Tianyang Zhao, Yifei Xu, Mathew Monfort, Artificial IntelligenceCrowd SimulationEngineeringMachine LearningAi Foundation	2019	469
"Quality vs Quantity": Improved Shot Prediction in Soccer using Strategic Features from Spatiotemporal Data Patrick Lucey, Alina Bialkowski, Mathew Monfort, Queensland's institutional digital repository (The University of Queensland) Sport EngineeringEngineeringMachine LearningData SciencePattern Recognition	2015	96
Moments in Time Dataset: One Million Videos for Event Understanding Mathew Monfort, Alex Andonian, Kandan Ramakrishnan IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningTime DatasetVideo SummarizationAnnotation Process	2019	88
Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation Mathew Monfort, Anqi Liu, Brian D. Ziebart Proceedings of the AAAI Conference on Artificial Intelligence Artificial IntelligenceEngineeringMachine LearningHuman Pose EstimationIntelligent Robotics	2015	44
Reasoning About Human-Object Interactions Through Dual Attention Networks Tete Xiao, Quanfu Fan, Danny Gutfreund, EngineeringMachine LearningObject CategorizationAttentionSocial Sciences	2019	39
Robust Covariate Shift Regression Xiangli Chen, Mathew Monfort, Anqi Liu, International Conference on Artificial Intelligence and Statistics Shift DetectionMultivariate AnalysisRobust StatisticFunctional Data AnalysisStatistics	2016	35
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding Mathew Monfort, Quanfu Fan, Dan Gutfreund, IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningTime DatasetVideo SummarizationVideo Retrieval	2021	23
Goal-predictive robotic teleoperation from noisy sensors Christopher J. Schultz, Sanket Gaurav, Mathew Monfort,	2017	20
Graph-based inverse optimal control for robot manipulation Arunkumar Byravan, Mathew Monfort, Brian D. Ziebart, Artificial IntelligenceControl TrajectoriesRobot KinematicsEngineeringMachine Learning	2015	18

Page 1