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A deep learning approach for generalized speech animation

ACM transactions on graphics, 2017-08, Vol.36 (4), p.1-11

2017

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Using deep reinforcement learning to reveal how the brain encodes abstract state-space representations in high-dimensional environments

Neuron (Cambridge, Mass.), 2021-02, Vol.109 (4), p.724-738.e7

2021

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Neural-Swarm2: Planning and Control of Heterogeneous Multirotor Swarms Using Learned Interactions

IEEE transactions on robotics, 2022-04, Vol.38 (2), p.1063-1079

2022

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Large-scale validation and analysis of interleaved search evaluation

ACM transactions on information systems, 2012-02, Vol.30 (1), p.1-41

2012

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Ferulic Acid Improves Depressive-Like Behavior in Prenatally-Stressed Offspring Rats via Anti-Inflammatory Activity and HPA Axis

International journal of molecular sciences, 2019-01, Vol.20 (3), p.493

2019

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Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.4688-4696

2016

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Factorized Variational Autoencoders for Modeling Audience Reactions to Movies

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.6014-6023

2017

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Robust ambulance allocation using risk-based metrics

2016 8th International Conference on Communication Systems and Networks (COMSNETS), 2016, p.1-6

2016

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The K-armed dueling bandits problem

Journal of computer and system sciences, 2012-09, Vol.78 (5), p.1538-1556

2012

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Compactly Restrictable Metric Policy Optimization Problems

IEEE transactions on automatic control, 2023-05, Vol.68 (5), p.3115-3122

2023

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Informed training set design enables efficient machine learning-assisted directed protein evolution

Cell systems, 2021-11, Vol.12 (11), p.1026-1045.e7

2021

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Task Programming: Learning Data Efficient Behavior Representations

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Vol.2021, p.2875-2884

2021

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Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems

2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019, p.6878-6884

2019

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The Mixed-Observable Constrained Linear Quadratic Regulator Problem: The Exact Solution and Practical Algorithms

IEEE transactions on automatic control, 2023-07, Vol.68 (7), p.4435-4442

2023

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A support vector method for optimizing average precision

Annual ACM Conference on Research and Development in Information Retrieval: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval; 23-27 July 2007, 2007, p.271-278

2007

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Multilabel Classification Models for the Prediction of Cross-Coupling Reaction Conditions

Journal of chemical information and modeling, 2021-01, Vol.61 (1), p.156-166

2021

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A Control Barrier Perspective on Episodic Learning via Projection-to-State Safety

IEEE control systems letters, 2021-07, Vol.5 (3), p.1019-1024

2021

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GLAS: Global-to-Local Safe Autonomy Synthesis for Multi-Robot Motion Planning With End-to-End Learning

IEEE robotics and automation letters, 2020-07, Vol.5 (3), p.4249-4256

2020

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PhaseLink: A Deep Learning Approach to Seismic Phase Association

Journal of geophysical research. Solid earth, 2019-01, Vol.124 (1), p.856-869

2019

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Teaching Categories to Human Learners with Visual Explanations

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.3820-3828

2018

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Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data

2014 IEEE International Conference on Data Mining, 2014, p.725-730

2014

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A Decision Tree Framework for Spatiotemporal Sequence Prediction

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015, p.577-586

2015

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Telemetry Anomaly Detection System Using Machine Learning to Streamline Mission Operations

2017 6th International Conference on Space Mission Challenges for Information Technology (SMC-IT), 2017, p.70-75

2017

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Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction

2014 IEEE International Conference on Data Mining, 2014, p.670-679

2014

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Self-Supervised Keypoint Discovery in Behavioral Videos

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, Vol.2022, p.2161-2170

2022

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A deep learning approach for generalized speech animation

Using deep reinforcement learning to reveal how the brain encodes abstract state-space representations in high-dimensional environments

Neural-Swarm2: Planning and Control of Heterogeneous Multirotor Swarms Using Learned Interactions

Large-scale validation and analysis of interleaved search evaluation

Ferulic Acid Improves Depressive-Like Behavior in Prenatally-Stressed Offspring Rats via Anti-Inflammatory Activity and HPA Axis

Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees

Factorized Variational Autoencoders for Modeling Audience Reactions to Movies

Robust ambulance allocation using risk-based metrics

The K-armed dueling bandits problem

Compactly Restrictable Metric Policy Optimization Problems

Informed training set design enables efficient machine learning-assisted directed protein evolution

Task Programming: Learning Data Efficient Behavior Representations

Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems

The Mixed-Observable Constrained Linear Quadratic Regulator Problem: The Exact Solution and Practical Algorithms

A support vector method for optimizing average precision

Multilabel Classification Models for the Prediction of Cross-Coupling Reaction Conditions

A Control Barrier Perspective on Episodic Learning via Projection-to-State Safety

GLAS: Global-to-Local Safe Autonomy Synthesis for Multi-Robot Motion Planning With End-to-End Learning

PhaseLink: A Deep Learning Approach to Seismic Phase Association

Teaching Categories to Human Learners with Visual Explanations

Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data

A Decision Tree Framework for Spatiotemporal Sequence Prediction

Telemetry Anomaly Detection System Using Machine Learning to Streamline Mission Operations

Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction

Self-Supervised Keypoint Discovery in Behavioral Videos

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