Hannes Schulz

61 papers A* 5B 7C 5Misc 2Journal 25Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
A generative model for inorganic materials design.
Nat.
Claudio Zeni, Robert Pinsler, Daniel Zügner, Andrew Fowler, Matthew Horton, Xiang Fu, Zilong Wang, Aliaksandra Shysheya, Jonathan Crabbé, Shoko Ueda, Roberto Sordillo, Lixin Sun, Jake Smith, Bichlien Nguyen, Hannes Schulz, Sarah Lewis, Chin-Wei Huang, Ziheng Lu, Yichi Zhou, Han Yang, Hongxia Hao, Jielan Li, Chunlei Yang, Wenjie Li, Ryota Tomioka, Tian Xie
2022 C conf
Semi-automatic Integrated Safety and Security Analysis for Automotive Systems.
MODELSWARD
Markus Fockel, David Schubert, Roman Trentinaglia, Hannes Schulz, Wolfgang Kirmair
2021 A* conf
Decomposed Mutual Information Estimation for Contrastive Representation Learning.
ICML
Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoffrey J. Gordon, Philip Bachman, Remi Tachet des Combes
2021 J jnl
Decomposed Mutual Information Estimation for Contrastive Representation Learning.
CoRR
Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoffrey J. Gordon, Philip Bachman, Remi Tachet des Combes
2021 J jnl
Editorial: Special Issue on the Eighth Dialog System Technology Challenge.
IEEE ACM Trans. Audio Speech Lang. Process.
Seokhwan Kim, Hannes Schulz, R. Chulaka Gunasekara, Chiori Hori, Abhinav Rastogi, Luis Fernando D'Haro
2021 J jnl
GRTr: Generative-Retrieval Transformers for Data-Efficient Dialogue Domain Adaptation.
IEEE ACM Trans. Audio Speech Lang. Process.
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz
2021 J jnl
Overview of the Eighth Dialog System Technology Challenge: DSTC8.
IEEE ACM Trans. Audio Speech Lang. Process.
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
2020 Misc conf
Fast Domain Adaptation for Goal-Oriented Dialogue Using a Hybrid Generative-Retrieval Transformer.
ICASSP
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz
2020 J jnl
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation.
CoRR
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz
2020 — conf
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications.
DLS@SC
Bita Hasheminezhad, Shahrzad Shirzad, Nanmiao Wu, Patrick Diehl, Hannes Schulz, Hartmut Kaiser
2020 J jnl
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications.
CoRR
Bita Hasheminezhad, Shahrzad Shirzad, Nanmiao Wu, Patrick Diehl, Hannes Schulz, Hartmut Kaiser
2019 A* conf
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction.
ICCV
Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R. Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor
2019 J jnl
The Eighth Dialog System Technology Challenge.
CoRR
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
2019 — conf
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution.
ACL (1)
Ali Emami, Paul Trichelair, Adam Trischler, Kaheer Suleman, Hannes Schulz, Jackie Chi Kit Cheung
2018 J jnl
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context.
CoRR
Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri
2018 J jnl
Keep Drawing It: Iterative language-based image generation and editing.
CoRR
Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R. Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor
2018 J jnl
The Hard-CoRe Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution.
CoRR
Ali Emami, Paul Trichelair, Adam Trischler, Kaheer Suleman, Hannes Schulz, Jackie Chi Kit Cheung
2018 A* conf
Towards Deep Conversational Recommendations.
NeurIPS
Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, Chris Pal
2018 J jnl
Towards Deep Conversational Recommendations.
CoRR
Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, Chris Pal
2017 — conf
A Frame Tracking Model for Memory-Enhanced Dialogue Systems.
Rep4NLP@ACL
Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma
2017 J jnl
A Frame Tracking Model for Memory-Enhanced Dialogue Systems.
CoRR
Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma
2017 J jnl
Combining Semantic and Geometric Features for Object Class Segmentation of Indoor Scenes.
IEEE Robotics Autom. Lett.
Farzad Husain, Hannes Schulz, Babette Dellen, Carme Torras, Sven Behnke
2017 J jnl
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems.
CoRR
Layla El Asri, Hannes Schulz, Shikhar Sharma, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, Kaheer Suleman
2017 — conf
Frames: a corpus for adding memory to goal-oriented dialogue systems.
SIGDIAL Conference
Layla El Asri, Hannes Schulz, Shikhar Sharma, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, Kaheer Suleman
2017 — —
Learning Object Recognition and Object Class Segmentation with Deep Neural Networks on GPU.
Hannes Schulz
2017 — conf
Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data.
ICLR (Workshop)
Shikhar Sharma, Jing He, Kaheer Suleman, Hannes Schulz, Philip Bachman
2017 J jnl
Object class segmentation of RGB-D video using recurrent convolutional neural networks.
Neural Networks
Mircea Serban Pavel, Hannes Schulz, Sven Behnke
2017 J jnl
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation.
CoRR
Shikhar Sharma, Layla El Asri, Hannes Schulz, Jeremie Zumer
2016 J jnl
Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data.
CoRR
Shikhar Sharma, Jing He, Kaheer Suleman, Hannes Schulz, Philip Bachman
2016 — conf
Policy Networks with Two-Stage Training for Dialogue Systems.
SIGDIAL Conference
Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman
2016 J jnl
Policy Networks with Two-Stage Training for Dialogue Systems.
CoRR
Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman
2016 B conf
Semantic segmentation priors for object discovery.
ICPR
Germán Martín García, Farzad Husain, Hannes Schulz, Simone Frintrop, Carme Torras, Sven Behnke
2015 — conf
CURFIL: A GPU Library for Image Labeling with Random Forests.
VISIGRAPP (Selected Papers)
Hannes Schulz, Benedikt Waldvogel, Rasha Sheikh, Sven Behnke
2015 — conf
CURFIL: Random Forests for Image Labeling on GPU.
VISAPP (2)
Hannes Schulz, Benedikt Waldvogel, Rasha Sheikh, Sven Behnke
2015 J jnl
Dense real-time mapping of object-class semantics from RGB-D video.
J. Real Time Image Process.
Jörg Stückler, Benedikt Waldvogel, Hannes Schulz, Sven Behnke
2015 B conf
Depth and height aware semantic RGB-D perception with convolutional neural networks.
ESANN
Hannes Schulz, Nico Höft, Sven Behnke
2015 A* conf
RGB-D object recognition and pose estimation based on pre-trained convolutional neural network features.
ICRA
Max Schwarz, Hannes Schulz, Sven Behnke
2015 B conf
Recurrent convolutional neural networks for object-class segmentation of RGB-D video.
IJCNN
Mircea Serban Pavel, Hannes Schulz, Sven Behnke
2015 J jnl
Two-layer contractive encodings for learning stable nonlinear features.
Neural Networks
Hannes Schulz, Kyunghyun Cho, Tapani Raiko, Sven Behnke
2014 Misc conf
Fast Semantic Segmentation of RGB-D Scenes with GPU-Accelerated Deep Neural Networks.
KI
Nico Höft, Hannes Schulz, Sven Behnke
2014 C conf
Structured Prediction for Object Detection in Deep Neural Networks.
ICANN
Hannes Schulz, Sven Behnke
2013 — conf
Two-Layer Contractive Encodings with Shortcuts for Semi-supervised Learning.
ICONIP (1)
Hannes Schulz, Kyunghyun Cho, Tapani Raiko, Sven Behnke
2012 — conf
3D Reconstruction of Plant Roots from MRI Images.
VISAPP (2)
Hannes Schulz, Johannes A. Postma, Dagmar van Dusschoten, Hanno Scharr, Sven Behnke
2012 J jnl
Deep Learning - Layer-Wise Learning of Feature Hierarchies.
Künstliche Intell.
Hannes Schulz, Sven Behnke
2012 B conf
Learning Object-Class Segmentation with Convolutional Neural Networks.
ESANN
Hannes Schulz, Sven Behnke
2012 — conf
Learning Two-Layer Contractive Encodings.
ICANN (1)
Hannes Schulz, Sven Behnke
2012 — conf
Plant Root System Analysis from MRI Images.
VISIGRAPP (Selected Papers)
Hannes Schulz, Johannes A. Postma, Dagmar van Dusschoten, Hanno Scharr, Sven Behnke
2012 A* conf
Real time interaction with mobile robots using hand gestures.
HRI
Kishore Reddy Konda, Achim Königs, Hannes Schulz, Dirk Schulz
2012 J jnl
Utilizing the Structure of Field Lines for Efficient Soccer Robot Localization.
Adv. Robotics
Hannes Schulz, Sven Behnke
2011 J jnl
Exploiting local structure in Boltzmann machines.
Neurocomputing
Hannes Schulz, Andreas C. Müller, Sven Behnke
2011 C conf
RoboCup 2011 Humanoid League Winners.
RoboCup
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
2010 — conf
Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors.
ICANN (3)
Dominik Scherer, Hannes Schulz, Sven Behnke
2010 B conf
Exploiting local structure in stacked Boltzmann machines.
ESANN
Hannes Schulz, Andreas C. Müller, Sven Behnke
2010 B conf
Topological features in locally connected RBMs.
IJCNN
Andreas C. Müller, Hannes Schulz, Sven Behnke
2010 C conf
Utilizing the Structure of Field Lines for Efficient Soccer Robot Localization.
RoboCup
Hannes Schulz, Weichao Liu, Jörg Stückler, Sven Behnke
2009 — conf
Designing User Interfaces for Smart-Applications for Operating Rooms and Intensive Care Units.
INTERACT (2)
Martin Christof Kindsmüller, Maral Haar, Hannes Schulz, Michael Herczeg
2009 B conf
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries.
ILP
Hannes Schulz, Kristian Kersting, Andreas Karwath
2009 J jnl
Usability Engineering für medizinische Unterstützungssysteme im Bereich Smart-Applications (Usability Engineering for Medical Decision Support Systems (Smart-Applications)).
i-com
Martin Christof Kindsmüller, Hannes Schulz, Maral Haar
2008 — conf
A Diagnosis Interface for Decision Support in ICUs.
MuC (Workshopband)
Hannes Schulz, Martin Christof Kindsmüller
2007 — conf
Hierarchical reactive control for a team of humanoid soccer robots.
Humanoids
Sven Behnke, Jörg Stückler, Michael Schreiber, Hannes Schulz, Martin Böhnert, Konrad Meier
2006 C conf
Impact of Coprocessors on a Multithreaded Processor Design Using Prioritized Threads.
PDP
Carsten Albrecht, Andreas C. Döring, Frank Penczek, Torben Schneider, Hannes Schulz