Hannes Schulz

Microsoft (Germany) — Germany

Computer Science · Physical Sciences

26h-index2.8kcitations126works72.02yr avg
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Research Topics

Topic Modeling(21), Speech and dialogue systems(16), Advanced Image and Video Retrieval Techniques(14), Multimodal Machine Learning Applications(12), Advanced Neural Network Applications(11)

Publications126 total

Evaluating Feature Encodings for Unsupervised Machine Learning Classification in Automotive Ethernet Network
2025
SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles
arXiv (Cornell University)·2025Open Access
Scalable emulation of protein equilibrium ensembles with generative deep learning
Science·2025· 112 cited
Understanding multi-fidelity training of machine-learned force-fields
arXiv (Cornell University)·2025Open Access
A generative model for inorganic materials design
Nature·2025· 264 citedOpen Access
Scalable emulation of protein equilibrium ensembles with generative deep learning
2024· 56 citedOpen Access
Monitoring von Rhizoctonia solani (Kühn) an Kartoffeln im ökologischen Anbau in Deutschland
OpenAgrar·2023Open Access
Semi-automatic Integrated Safety and Security Analysis for Automotive Systems
2022· 5 cited
Compilation of Black Soldier Fly Frass Analyses
Journal of soil science and plant nutrition·2021· 91 citedOpen Access
Decomposed Mutual Information Estimation for Contrastive Representation Learning
arXiv (Cornell University)·2021· 11 citedOpen Access
Decomposed Mutual Information Estimation for Contrastive Representation\n Learning
arXiv (Cornell University)·2021Open Access
Decomposing Mutual Information for Representation Learning
2021
Editorial: Special Issue on the Eighth Dialog System Technology Challenge
IEEE/ACM Transactions on Audio Speech and Language Processing·2021Open Access
GRTr: Generative-Retrieval Transformers for Data-Efficient Dialogue Domain Adaptation
IEEE/ACM Transactions on Audio Speech and Language Processing·2021· 6 cited
Overview of the Eighth Dialog System Technology Challenge: DSTC8
IEEE/ACM Transactions on Audio Speech and Language Processing·2021· 11 cited
Assessment of the N- and P-Fertilization Effect of Black Soldier Fly (Diptera: Stratiomyidae) By-Products on Maize
Journal of Insect Science·2020· 63 citedOpen Access
Fast Domain Adaptation for Goal-Oriented Dialogue Using a Hybrid Generative-Retrieval Transformer
2020· 9 cited
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation
arXiv (Cornell University)·2020· 4 citedOpen Access
Results of the Multi-Domain Task-Completion Dialog Challenge
National Conference on Artificial Intelligence·2020· 24 cited
The Eighth Dialog System Technology Challenge
2019· 10 cited
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Frequent Co-authors

Sven Behnke(18), Shikhar Sharma(11), Layla El Asri(10), Kaheer Suleman(7), Adam Atkinson(6), Sung‐Jin Lee(5), Jianfeng Gao(5), Mahmoud Adada(5), Jérémie Zumer(4), Baolin Peng(4), Jinchao Li(4), Minlie Huang(4), Thorsten Haase(3), Jürgen Heß(3), Samira Ebrahimi Kahou(3), Seokhwan Kim(3), Michel Galley(3), Chulaka Gunasekara(3), Luis Lastras(3), Jonathan K. Kummerfeld(3)