Mathew Monfort

End to End Learning for Self-Driving Cars

Mariusz Bojarski, Davide Testa, Daniel Dworakowski et al. · arXiv (Cornell University) · 2016 · 3.1K citations · Full text

Computing, Autonomous Systems, Computer Science +17

Multi-Agent Tensor Fusion for Contextual Trajectory Prediction

Tianyang Zhao, Yifei Xu, Mathew Monfort et al. · 2019 · 479 citations

Computing, Autonomous Systems, Computer Science +17

"Quality vs Quantity": Improved Shot Prediction in Soccer using Strategic Features from Spatiotemporal Data

Patrick Lucey, Alina Bialkowski, Mathew Monfort et al. · Queensland's institutional digital repository (The University of Queensland) · 2015 · 96 citations

Computing, Data Science, Game Theory +6

Moments in Time Dataset: One Million Videos for Event Understanding

Mathew Monfort, Carl Vondrick, Aude Oliva et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 88 citations · Full text

Computing, Computer Science, Computer Vision +11

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 · 2015 · 44 citations · Full text

Engineering, Computer Science, Robotics Engineering +16