Hannes Schulz

According to our database1, Hannes Schulz authored at least 41 papers between 2006 and 2017.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2017
Learning Object Recognition and Object Class Segmentation with Deep Neural Networks on GPU.
PhD thesis, 2017

Combining Semantic and Geometric Features for Object Class Segmentation of Indoor Scenes.
IEEE Robotics and Automation Letters, 2017

Object class segmentation of RGB-D video using recurrent convolutional neural networks.
Neural Networks, 2017

Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation.
CoRR, 2017

A Frame Tracking Model for Memory-Enhanced Dialogue Systems.
CoRR, 2017

Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems.
CoRR, 2017

Frames: a corpus for adding memory to goal-oriented dialogue systems.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

A Frame Tracking Model for Memory-Enhanced Dialogue Systems.
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

2016
Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data.
CoRR, 2016

Policy Networks with Two-Stage Training for Dialogue Systems.
CoRR, 2016

Policy Networks with Two-Stage Training for Dialogue Systems.
Proceedings of the SIGDIAL 2016 Conference, 2016

Semantic segmentation priors for object discovery.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Two-layer contractive encodings for learning stable nonlinear features.
Neural Networks, 2015

Dense real-time mapping of object-class semantics from RGB-D video.
J. Real-Time Image Processing, 2015

CURFIL: A GPU Library for Image Labeling with Random Forests.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2015

CURFIL: Random Forests for Image Labeling on GPU.
Proceedings of the VISAPP 2015, 2015

Recurrent convolutional neural networks for object-class segmentation of RGB-D video.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

RGB-D object recognition and pose estimation based on pre-trained convolutional neural network features.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Depth and height aware semantic RGB-D perception with convolutional neural networks.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014
Fast Semantic Segmentation of RGB-D Scenes with GPU-Accelerated Deep Neural Networks.
Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

Structured Prediction for Object Detection in Deep Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013
Two-Layer Contractive Encodings with Shortcuts for Semi-supervised Learning.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

2012
Deep Learning - Layer-Wise Learning of Feature Hierarchies.
KI, 2012

Utilizing the Structure of Field Lines for Efficient Soccer Robot Localization.
Advanced Robotics, 2012

Plant Root System Analysis from MRI Images.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Application, 2012

3D Reconstruction of Plant Roots from MRI Images.
Proceedings of the VISAPP 2012, 2012

Learning Two-Layer Contractive Encodings.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Real time interaction with mobile robots using hand gestures.
Proceedings of the International Conference on Human-Robot Interaction, 2012

Learning Object-Class Segmentation with Convolutional Neural Networks.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011
Exploiting local structure in Boltzmann machines.
Neurocomputing, 2011

RoboCup 2011 Humanoid League Winners.
Proceedings of the RoboCup 2011: Robot Soccer World Cup XV [papers from the 15th Annual RoboCup International Symposium, 2011

2010
Utilizing the Structure of Field Lines for Efficient Soccer Robot Localization.
Proceedings of the RoboCup 2010: Robot Soccer World Cup XIV [papers from the 14th annual RoboCup International Symposium, 2010

Topological features in locally connected RBMs.
Proceedings of the International Joint Conference on Neural Networks, 2010

Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Exploiting local structure in stacked Boltzmann machines.
Proceedings of the ESANN 2010, 2010

2009
Usability Engineering für medizinische Unterstützungssysteme im Bereich Smart-Applications (Usability Engineering for Medical Decision Support Systems (Smart-Applications)).
i-com, 2009

Designing User Interfaces for Smart-Applications for Operating Rooms and Intensive Care Units.
Proceedings of the Human-Computer Interaction, 2009

ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries.
Proceedings of the Inductive Logic Programming, 19th International Conference, 2009

2008
A Diagnosis Interface for Decision Support in ICUs.
Proceedings of the Workshop Proceedings der Tagungen Mensch & Computer 2008, 2008

2007
Hierarchical reactive control for a team of humanoid soccer robots.
Proceedings of the 2007 7th IEEE-RAS International Conference on Humanoid Robots, November 29th, 2007

2006
Impact of Coprocessors on a Multithreaded Processor Design Using Prioritized Threads.
Proceedings of the 14th Euromicro International Conference on Parallel, 2006


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