Impact of Coprocessors on a Multithreaded Processor Design Using Prioritized Threads. - Carsten Albrecht; Andreas C. Döring; Frank Penczek; Torben Schneider; Hannes Schulz (PDP, 2006)

Hierarchical reactive control for a team of humanoid soccer robots. - Sven Behnke; Jörg Stückler; Michael Schreiber; Hannes Schulz; Martin Böhnert; Konrad Meier (Humanoids, 2007)

A Diagnosis Interface for Decision Support in ICUs. - Hannes Schulz; Martin Christof Kindsmüller (MuC (Workshopband), 2008)

ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries. - Hannes Schulz; Kristian Kersting; Andreas Karwath (ILP, 2009)

Designing User Interfaces for Smart-Applications for Operating Rooms and Intensive Care Units. - Martin Christof Kindsmüller; Maral Haar; Hannes Schulz; Michael Herczeg (INTERACT (2), 2009)

Usability Engineering für medizinische Unterstützungssysteme im Bereich Smart-Applications (Usability Engineering for Medical Decision Support Systems (Smart-Applications)). - Martin Christof Kindsmüller; Hannes Schulz; Maral Haar (i-com, 2009)

Exploiting local structure in stacked Boltzmann machines. - Hannes Schulz; Andreas C. Müller 001; Sven Behnke (ESANN, 2010)

Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors. - Dominik Scherer; Hannes Schulz; Sven Behnke (ICANN (3), 2010)

Topological features in locally connected RBMs. - Andreas C. Müller 001; Hannes Schulz; Sven Behnke (IJCNN, 2010)

Utilizing the Structure of Field Lines for Efficient Soccer Robot Localization. - Hannes Schulz; Weichao Liu; Jörg Stückler; Sven Behnke (RoboCup, 2010)

RoboCup 2011 Humanoid League Winners. - 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)

Exploiting local structure in Boltzmann machines. - Hannes Schulz; Andreas C. Müller 001; Sven Behnke (Neurocomputing, 2011)

Learning Object-Class Segmentation with Convolutional Neural Networks. - Hannes Schulz; Sven Behnke (ESANN, 2012)

Real time interaction with mobile robots using hand gestures. - Kishore Reddy Konda; Achim Königs; Hannes Schulz; Dirk Schulz 001 (HRI, 2012)

Learning Two-Layer Contractive Encodings. - Hannes Schulz; Sven Behnke (ICANN (1), 2012)

3D Reconstruction of Plant Roots from MRI Images. - Hannes Schulz; Johannes A. Postma; Dagmar van Dusschoten; Hanno Scharr; Sven Behnke (VISAPP (2), 2012)

Plant Root System Analysis from MRI Images. - Hannes Schulz; Johannes A. Postma; Dagmar van Dusschoten; Hanno Scharr; Sven Behnke (VISIGRAPP (Selected Papers), 2012)

Utilizing the Structure of Field Lines for Efficient Soccer Robot Localization. - Hannes Schulz; Sven Behnke (Adv. Robotics, 2012)

Deep Learning - Layer-Wise Learning of Feature Hierarchies. - Hannes Schulz; Sven Behnke (Künstliche Intell., 2012)

Two-Layer Contractive Encodings with Shortcuts for Semi-supervised Learning. - Hannes Schulz; KyungHyun Cho; Tapani Raiko; Sven Behnke (ICONIP (1), 2013)

Structured Prediction for Object Detection in Deep Neural Networks. - Hannes Schulz; Sven Behnke (ICANN, 2014)

Fast Semantic Segmentation of RGB-D Scenes with GPU-Accelerated Deep Neural Networks. - Nico Höft; Hannes Schulz; Sven Behnke (KI, 2014)

Depth and height aware semantic RGB-D perception with convolutional neural networks. - Hannes Schulz; Nico Höft; Sven Behnke (ESANN, 2015)

RGB-D object recognition and pose estimation based on pre-trained convolutional neural network features. - Max Schwarz; Hannes Schulz; Sven Behnke (ICRA, 2015)

Recurrent convolutional neural networks for object-class segmentation of RGB-D video. - Mircea Serban Pavel; Hannes Schulz; Sven Behnke (IJCNN, 2015)

CURFIL: Random Forests for Image Labeling on GPU. - Hannes Schulz; Benedikt Waldvogel; Rasha Sheikh; Sven Behnke (VISAPP (2), 2015)

CURFIL: A GPU Library for Image Labeling with Random Forests. - Hannes Schulz; Benedikt Waldvogel; Rasha Sheikh; Sven Behnke (VISIGRAPP (Selected Papers), 2015)

Dense real-time mapping of object-class semantics from RGB-D video. - Jörg Stückler; Benedikt Waldvogel; Hannes Schulz; Sven Behnke (J. Real Time Image Process., 2015)

Two-layer contractive encodings for learning stable nonlinear features. - Hannes Schulz; KyungHyun Cho; Tapani Raiko; Sven Behnke (Neural Networks, 2015)

Semantic segmentation priors for object discovery. - Germán Martín García; Farzad Husain; Hannes Schulz; Simone Frintrop; Carme Torras; Sven Behnke (ICPR, 2016)

Policy Networks with Two-Stage Training for Dialogue Systems. - Mehdi Fatemi; Layla El Asri; Hannes Schulz; Jing He 010; Kaheer Suleman (SIGDIAL Conference, 2016)

Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data. - Shikhar Sharma 001; Jing He 010; Kaheer Suleman; Hannes Schulz; Philip Bachman (ICLR (Workshop), 2017)

A Frame Tracking Model for Memory-Enhanced Dialogue Systems. - Hannes Schulz; Jeremie Zumer; Layla El Asri; Shikhar Sharma 001 (Rep4NLP@ACL, 2017)

Frames: a corpus for adding memory to goal-oriented dialogue systems. - Layla El Asri; Hannes Schulz; Shikhar Sharma 001; Jeremie Zumer; Justin Harris; Emery Fine; Rahul Mehrotra; Kaheer Suleman (SIGDIAL Conference, 2017)

Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation. - Shikhar Sharma 001; Layla El Asri; Hannes Schulz; Jeremie Zumer (CoRR, 2017)

Object class segmentation of RGB-D video using recurrent convolutional neural networks. - Mircea Serban Pavel; Hannes Schulz; Sven Behnke (Neural Networks, 2017)

Combining Semantic and Geometric Features for Object Class Segmentation of Indoor Scenes. - Farzad Husain; Hannes Schulz; Babette Dellen; Carme Torras; Sven Behnke (IEEE Robotics Autom. Lett., 2017)

Learning Object Recognition and Object Class Segmentation with Deep Neural Networks on GPU. - Hannes Schulz (2017)

Towards Deep Conversational Recommendations. - Raymond Li; Samira Ebrahimi Kahou; Hannes Schulz; Vincent Michalski; Laurent Charlin; Chris Pal (NeurIPS, 2018)

The Hard-CoRe Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution. - Ali Emami; Paul Trichelair; Adam Trischler; Kaheer Suleman; Hannes Schulz; Jackie Chi Kit Cheung (CoRR, 2018)

Keep Drawing It: Iterative language-based image generation and editing. - Alaaeldin El-Nouby; Shikhar Sharma 001; Hannes Schulz; R. Devon Hjelm; Layla El Asri; Samira Ebrahimi Kahou; Yoshua Bengio; Graham W. Taylor (CoRR, 2018)

From FiLM to Video: Multi-turn Question Answering with Multi-modal Context. - Dat Tien Nguyen; Shikhar Sharma 001; Hannes Schulz; Layla El Asri (CoRR, 2018)

The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution. - Ali Emami; Paul Trichelair; Adam Trischler; Kaheer Suleman; Hannes Schulz; Jackie Chi Kit Cheung (ACL (1), 2019)

Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction. - Alaaeldin El-Nouby; Shikhar Sharma 001; Hannes Schulz; R. Devon Hjelm; Layla El Asri; Samira Ebrahimi Kahou; Yoshua Bengio; Graham W. Taylor (ICCV, 2019)

The Eighth Dialog System Technology Challenge. - Seokhwan Kim; Michel Galley; R. Chulaka Gunasekara; Sungjin Lee; Adam Atkinson; Baolin Peng; Hannes Schulz; Jianfeng Gao 001; Jinchao Li; Mahmoud Adada; Minlie Huang; Luis A. Lastras; et al. (CoRR, 2019)

Fast Domain Adaptation for Goal-Oriented Dialogue Using a Hybrid Generative-Retrieval Transformer. - Igor Shalyminov; Alessandro Sordoni; Adam Atkinson; Hannes Schulz (ICASSP, 2020)

Towards a Scalable and Distributed Infrastructure for Deep Learning Applications. - Bita Hasheminezhad; Shahrzad Shirzad; Nanmiao Wu; Patrick Diehl; Hannes Schulz; Hartmut Kaiser (DLS@SC, 2020)

Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation. - Igor Shalyminov; Alessandro Sordoni; Adam Atkinson; Hannes Schulz (CoRR, 2020)

Decomposed Mutual Information Estimation for Contrastive Representation Learning. - Alessandro Sordoni; Nouha Dziri; Hannes Schulz; Geoffrey J. Gordon; Philip Bachman; Remi Tachet des Combes (ICML, 2021)

Overview of the Eighth Dialog System Technology Challenge: DSTC8. - Seokhwan Kim; Michel Galley; R. Chulaka Gunasekara; Sungjin Lee; Adam Atkinson; Baolin Peng; Hannes Schulz; Jianfeng Gao 001; Jinchao Li; Mahmoud Adada; Minlie Huang; Luis A. Lastras; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Editorial: Special Issue on the Eighth Dialog System Technology Challenge. - Seokhwan Kim; Hannes Schulz; R. Chulaka Gunasekara; Chiori Hori; Abhinav Rastogi; Luis Fernando D'Haro (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

GRTr: Generative-Retrieval Transformers for Data-Efficient Dialogue Domain Adaptation. - Igor Shalyminov; Alessandro Sordoni; Adam Atkinson; Hannes Schulz (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Semi-automatic Integrated Safety and Security Analysis for Automotive Systems. - Markus Fockel; David Schubert; Roman Trentinaglia; Hannes Schulz; Wolfgang Kirmair (MODELSWARD, 2022)

A generative model for inorganic materials design. - Claudio Zeni; Robert Pinsler; Daniel Zügner; Andrew Fowler; Matthew Horton; Xiang Fu 005; Zilong Wang; Aliaksandra Shysheya; Jonathan Crabbé; Shoko Ueda; Roberto Sordillo; Lixin Sun; et al. (Nat., 2025)