Hannes Schulz

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 30

Top Venues

CoRR

IEEE ACM Trans. Audio Speech Lang. Process.

SIGDIAL Conference

Neural Networks

University of Bonn, Germany (PHD)

Education History

University of Bonn, Germany

PHD

Publications

Markus Fockel, David Schubert, Roman Trentinaglia, Hannes Schulz, Wolfgang Kirmair
Semi-automatic Integrated Safety and Security Analysis for Automotive Systems. MODELSWARD (2022)
Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoffrey J. Gordon, Philip Bachman, Remi Tachet des Combes
Decomposed Mutual Information Estimation for Contrastive Representation Learning. ICML (2021)
Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoffrey J. Gordon, Philip Bachman, Remi Tachet des Combes
Decomposed Mutual Information Estimation for Contrastive Representation Learning. CoRR (2021)
Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
Overview of the Eighth Dialog System Technology Challenge: DSTC8. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Seokhwan Kim, Hannes Schulz, R. Chulaka Gunasekara, Chiori Hori, Abhinav Rastogi, Luis Fernando D'Haro
Editorial: Special Issue on the Eighth Dialog System Technology Challenge. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz
GRTr: Generative-Retrieval Transformers for Data-Efficient Dialogue Domain Adaptation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation. CoRR (2020)
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz
Fast Domain Adaptation for Goal-Oriented Dialogue Using a Hybrid Generative-Retrieval Transformer. ICASSP (2020)
Bita Hasheminezhad, Shahrzad Shirzad, Nanmiao Wu, Patrick Diehl, Hannes Schulz, Hartmut Kaiser
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications. DLS@SC (2020)
Bita Hasheminezhad, Shahrzad Shirzad, Nanmiao Wu, Patrick Diehl, Hannes Schulz, Hartmut Kaiser
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications. CoRR (2020)
Ali Emami, Paul Trichelair, Adam Trischler, Kaheer Suleman, Hannes Schulz, Jackie Chi Kit Cheung
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution. ACL (1) (2019)
Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R. Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction. ICCV (2019)
Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
The Eighth Dialog System Technology Challenge. CoRR (2019)
Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R. Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor
Keep Drawing It: Iterative language-based image generation and editing. CoRR (2018)
Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context. CoRR (2018)
Ali Emami, Paul Trichelair, Adam Trischler, Kaheer Suleman, Hannes Schulz, Jackie Chi Kit Cheung
The Hard-CoRe Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution. CoRR (2018)
Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, Chris Pal
Towards Deep Conversational Recommendations. NeurIPS (2018)
Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, Chris Pal
Towards Deep Conversational Recommendations. CoRR (2018)
Shikhar Sharma, Jing He, Kaheer Suleman, Hannes Schulz, Philip Bachman
Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data. ICLR (Workshop) (2017)
Mircea Serban Pavel, Hannes Schulz, Sven Behnke
Object class segmentation of RGB-D video using recurrent convolutional neural networks. Neural Networks 88 (2017)
Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma
A Frame Tracking Model for Memory-Enhanced Dialogue Systems. Rep4NLP@ACL (2017)
Shikhar Sharma, Layla El Asri, Hannes Schulz, Jeremie Zumer
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation. CoRR (2017)
Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma
A Frame Tracking Model for Memory-Enhanced Dialogue Systems. CoRR (2017)
Layla El Asri, Hannes Schulz, Shikhar Sharma, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, Kaheer Suleman
Frames: a corpus for adding memory to goal-oriented dialogue systems. SIGDIAL Conference (2017)
Layla El Asri, Hannes Schulz, Shikhar Sharma, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, Kaheer Suleman
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems. CoRR (2017)
Farzad Husain, Hannes Schulz, Babette Dellen, Carme Torras, Sven Behnke
Combining Semantic and Geometric Features for Object Class Segmentation of Indoor Scenes. IEEE Robotics Autom. Lett. 2 (1) (2017)
Germán Martín García, Farzad Husain, Hannes Schulz, Simone Frintrop, Carme Torras, Sven Behnke
Semantic segmentation priors for object discovery. ICPR (2016)
Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman
Policy Networks with Two-Stage Training for Dialogue Systems. CoRR (2016)
Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman
Policy Networks with Two-Stage Training for Dialogue Systems. SIGDIAL Conference (2016)
Shikhar Sharma, Jing He, Kaheer Suleman, Hannes Schulz, Philip Bachman
Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data. CoRR (2016)
Hannes Schulz, Nico Höft, Sven Behnke
Depth and height aware semantic RGB-D perception with convolutional neural networks. ESANN (2015)
Jörg Stückler, Benedikt Waldvogel, Hannes Schulz, Sven Behnke
Dense real-time mapping of object-class semantics from RGB-D video. J. Real Time Image Process. 10 (4) (2015)
Mircea Serban Pavel, Hannes Schulz, Sven Behnke
Recurrent convolutional neural networks for object-class segmentation of RGB-D video. IJCNN (2015)
Hannes Schulz, Benedikt Waldvogel, Rasha Sheikh, Sven Behnke
CURFIL: Random Forests for Image Labeling on GPU. VISAPP (2) (2015)
Max Schwarz, Hannes Schulz, Sven Behnke
RGB-D object recognition and pose estimation based on pre-trained convolutional neural network features. ICRA (2015)
Hannes Schulz, KyungHyun Cho, Tapani Raiko, Sven Behnke
Two-layer contractive encodings for learning stable nonlinear features. Neural Networks 64 (2015)
Hannes Schulz, Benedikt Waldvogel, Rasha Sheikh, Sven Behnke
CURFIL: A GPU Library for Image Labeling with Random Forests. VISIGRAPP (Selected Papers) (2015)
Nico Höft, Hannes Schulz, Sven Behnke
Fast Semantic Segmentation of RGB-D Scenes with GPU-Accelerated Deep Neural Networks. KI (2014)
Hannes Schulz, Sven Behnke
Structured Prediction for Object Detection in Deep Neural Networks. ICANN (2014)
Hannes Schulz, KyungHyun Cho, Tapani Raiko, Sven Behnke
Two-Layer Contractive Encodings with Shortcuts for Semi-supervised Learning. ICONIP (1) (2013)
Hannes Schulz, Sven Behnke
Learning Two-Layer Contractive Encodings. ICANN (1) (2012)
Hannes Schulz, Sven Behnke
Utilizing the Structure of Field Lines for Efficient Soccer Robot Localization. Adv. Robotics 26 (14) (2012)
Hannes Schulz, Johannes A. Postma, Dagmar van Dusschoten, Hanno Scharr, Sven Behnke
3D Reconstruction of Plant Roots from MRI Images. VISAPP (2) (2012)
Hannes Schulz, Sven Behnke
Deep Learning - Layer-Wise Learning of Feature Hierarchies. Künstliche Intell. 26 (4) (2012)
Kishore Reddy Konda, Achim Königs, Hannes Schulz, Dirk Schulz
Real time interaction with mobile robots using hand gestures. HRI (2012)
Hannes Schulz, Sven Behnke
Learning Object-Class Segmentation with Convolutional Neural Networks. ESANN (2012)
Hannes Schulz, Johannes A. Postma, Dagmar van Dusschoten, Hanno Scharr, Sven Behnke
Plant Root System Analysis from MRI Images. VISIGRAPP (Selected Papers) (2012)
Daniel D. Lee, Seung-Joon Yi, Stephen G. McGill, Yida Zhang, Sven Behnke, Marcell Missura, Hannes Schulz, Dennis W. Hong, Jeakweon Han, Michael A. Hopkins
RoboCup 2011 Humanoid League Winners. RoboCup (2011)
Hannes Schulz, Andreas C. Müller, Sven Behnke
Exploiting local structure in Boltzmann machines. Neurocomputing 74 (9) (2011)
Hannes Schulz, Weichao Liu, Jörg Stückler, Sven Behnke
Utilizing the Structure of Field Lines for Efficient Soccer Robot Localization. RoboCup (2010)
Andreas C. Müller, Hannes Schulz, Sven Behnke
Topological features in locally connected RBMs. IJCNN (2010)
Dominik Scherer, Hannes Schulz, Sven Behnke
Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors. ICANN (3) (2010)
Hannes Schulz, Andreas C. Müller, Sven Behnke
Exploiting local structure in stacked Boltzmann machines. ESANN (2010)
Martin Christof Kindsmüller, Hannes Schulz, Maral Haar
Usability Engineering für medizinische Unterstützungssysteme im Bereich Smart-Applications (Usability Engineering for Medical Decision Support Systems (Smart-Applications)). i-com 8 (1) (2009)
Martin Christof Kindsmüller, Maral Haar, Hannes Schulz, Michael Herczeg
Designing User Interfaces for Smart-Applications for Operating Rooms and Intensive Care Units. INTERACT (2) (2009)
Hannes Schulz, Kristian Kersting, Andreas Karwath
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries. ILP (2009)
Hannes Schulz, Martin Christof Kindsmüller
A Diagnosis Interface for Decision Support in ICUs. Mensch & Computer Workshopband (2008)
Sven Behnke, Jörg Stückler, Michael Schreiber, Hannes Schulz, Martin Böhnert, Konrad Meier
Hierarchical reactive control for a team of humanoid soccer robots. Humanoids (2007)
Carsten Albrecht, Andreas C. Döring, Frank Penczek, Torben Schneider, Hannes Schulz
Impact of Coprocessors on a Multithreaded Processor Design Using Prioritized Threads. PDP (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hannes Schulz