Michael Burke

Orcid: 0000-0001-7426-1498

According to our database1, Michael Burke authored at least 49 papers between 1992 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2023
Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation.
IEEE Trans. Intell. Veh., February, 2023

Generating robotic elliptical excisions with human-like tool-tissue interactions.
CoRR, 2023

Intelligent Robotic Sonographer: Mutual Information-based Disentangled Reward Learning from Few Demonstrations.
CoRR, 2023

Learning rewards from exploratory demonstrations using probabilistic temporal ranking.
Auton. Robots, 2023

Humidity Estimation Using WiFi Channel State Information.
Proceedings of the 48th IEEE Conference on Local Computer Networks, 2023

Learning Robotic Cutting from Demonstration: Non-Holonomic DMPs using the Udwadia-Kalaba Method.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Residual Learning From Demonstration: Adapting DMPs for Contact-Rich Manipulation.
IEEE Robotics Autom. Lett., 2022

Vision-based System Identification and 3D Keypoint Discovery using Dynamics Constraints.
Proceedings of the Learning for Dynamics and Control Conference, 2022

2021
Learning Structured Representations of Spatial and Interactive Dynamics for Trajectory Prediction in Crowded Scenes.
IEEE Robotics Autom. Lett., 2021

Action Sequencing Using Visual Permutations.
IEEE Robotics Autom. Lett., 2021

Learning data association without data association: An EM approach to neural assignment prediction.
CoRR, 2021

NewtonianVAE: Proportional Control and Goal Identification From Pixels via Physical Latent Spaces.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Correction to "Vid2Param: Modelling of Dynamics Parameters From Video".
IEEE Robotics Autom. Lett., 2020

Vid2Param: Modeling of Dynamics Parameters From Video.
IEEE Robotics Autom. Lett., 2020

Composing Diverse Policies for Temporally Extended Tasks.
IEEE Robotics Autom. Lett., 2020

IV-Posterior: Inverse Value Estimation for Interpretable Policy Certificates.
CoRR, 2020

Residual Learning from Demonstration.
CoRR, 2020

Learning robotic ultrasound scanning using probabilistic temporal ranking.
CoRR, 2020

Bias Remediation in Driver Drowsiness Detection Systems Using Generative Adversarial Networks.
IEEE Access, 2020

Importance Sampling Forests for Location Invariant Proprioceptive Terrain Classification.
Proceedings of the Artificial Intelligence Research, 2020

Black-Box Saliency Map Generation Using Bayesian Optimisation.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Surfing on an uncertain edge: Precision cutting of soft tissue using torque-based medium classification.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Learning Modular Representations for Long-Term Multi-Agent Motion Predictions.
CoRR, 2019

Vid2Param: Online system identification from video for robotics applications.
CoRR, 2019

Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video.
CoRR, 2019

Detecting inter-sectional accuracy differences in driver drowsiness detection algorithms.
CoRR, 2019

DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis.
CoRR, 2019

From Explanation to Synthesis: Compositional Program Induction for Learning from Demonstration.
Proceedings of the Robotics: Science and Systems XV, 2019

Disentangled Relational Representations for Explaining and Learning from Demonstration.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Hybrid system identification using switching density networks.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

2017
Kinase Crystal Miner: A Powerful Approach to Repurposing 3D Hinge Binding Fragments and Its Application to Finding Novel Bruton Tyrosine Kinase Inhibitors.
J. Chem. Inf. Model., September, 2017

User-driven mobile robot storyboarding: Learning image interest and saliency from pairwise image comparisons.
CoRR, 2017

Scintillation sensing of <sup>18</sup>F-FDG for the detection of metabolically active atherosclerotic plaque.
Proceedings of the 2017 IEEE International Symposium on Medical Measurements and Applications, 2017

A generative Bézier curve model for surf-zone tracking in coastal image sequences.
Proceedings of the IEEE AFRICON 2017, Cape Town, South Africa, September 18-20, 2017, 2017

2012
Path-following control of a velocity constrained tracked vehicle incorporating adaptive slip estimation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2010
Distributed Fault-Tolerant Avionic Systems - A Real-Time Perspective
CoRR, 2010

2009
Dissociating the solution processes of small, large, and zero multiplications by means of fMRI.
NeuroImage, 2009

Cortical Activation Patterns during Long-term Memory Retrieval of Visually or Haptically Encoded Objects and Locations.
J. Cogn. Neurosci., 2009

Creating Nanotechnicians for the 21st Century Workplace.
Proceedings of the Nano-Net - 4th International ICST Conference, 2009

2008
Wide-Coverage Deep Statistical Parsing Using Automatic Dependency Structure Annotation.
Comput. Linguistics, 2008

2007
Topography and Dynamics of Associative Long-term Memory Retrieval in Humans.
J. Cogn. Neurosci., 2007

2005
Content-specific activation during associative long-term memory retrieval.
NeuroImage, 2005

Large-Scale Induction and Evaluation of Lexical Resources from the Penn-II and Penn-III Treebanks.
Comput. Linguistics, 2005

2004
Treebank-Based Acquisition of a Chinese Lexical-Functional Grammar.
Proceedings of the 18th Pacific Asia Conference on Language, Information and Computation, 2004

Dublin City University at CLEF 2004: Experiments in Monolingual, Bilingual and Multilingual Retrieval.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

Large-Scale Induction and Evaluation of Lexical Resources from the Penn-II Treebank.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

Long-Distance Dependency Resolution in Automatically Acquired Wide-Coverage PCFG-Based LFG Approximations.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

1992
Data services impact on architecture and signalling in mobile networks.
Proceedings of the Third IEEE International Symposium on Personal, 1992


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