Justin Bayer

According to our database1, Justin Bayer authored at least 29 papers between 2009 and 2018.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Approximate Bayesian inference in spatial environments.
CoRR, 2018

Metrics for Deep Generative Models.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Key Insights into Hand Biomechanics: Human Grip Stiffness Can Be Decoupled from Force by Cocontraction and Predicted from Electromyography.
Front. Neurorobot., 2017

Metrics for Deep Generative Models.
CoRR, 2017

2016
Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series.
CoRR, 2016

Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data.
CoRR, 2016

ML-based tactile sensor calibration: A universal approach.
CoRR, 2016

Unsupervised preprocessing for Tactile Data.
CoRR, 2016

Theano: A Python framework for fast computation of mathematical expressions.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
CoRR, 2016

2015
Learning Sequence Representations.
PhD thesis, 2015

Efficient Empowerment.
CoRR, 2015

Fast Adaptive Weight Noise.
CoRR, 2015

Measuring fingertip forces from camera images for random finger poses.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Efficient movement representation by embedding Dynamic Movement Primitives in deep autoencoders.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

2014
Regularizing Recurrent Networks - On Injected Noise and Norm-based Methods.
CoRR, 2014

Learning Stochastic Recurrent Networks.
CoRR, 2014

Estimating finger grip force from an image of the hand using Convolutional Neural Networks and Gaussian processes.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
Convolutional Neural Networks learn compact local image descriptors
CoRR, 2013

Unsupervised Feature Learning for low-level Local Image Descriptors
CoRR, 2013

On Fast Dropout and its Applicability to Recurrent Networks.
CoRR, 2013

Continuous robot control using surface electromyography of atrophic muscles.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Computing grip force and torque from finger nail images using Gaussian processes.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Convolutional Neural Networks Learn Compact Local Image Descriptors.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Training Neural Networks with Implicit Variance.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

2012
Identification of Human Limb Stiffness in 5 DoF and Estimation via EMG.
Proceedings of the Experimental Robotics, 2012

Learning Sequence Neighbourhood Metrics.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011
Learning Sequence Neighbourhood Metrics
CoRR, 2011

2010
PyBrain.
Journal of Machine Learning Research, 2010

2009
Evolving Memory Cell Structures for Sequence Learning.
Proceedings of the Artificial Neural Networks, 2009


  Loading...