--- title: "Klaus Greff — author profile and papers — Elamur Research" description: "Klaus Greff: 2 papers on Elamur Research (2015), h-index 21 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/klaus-greff/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/klaus-greff/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Klaus Greff # Klaus Greff Klaus Greff has 2 papers in our library, in 2015; often with [Jurgen Schmidhuber](https://md.research.elamur.ai/free/en/authors/jurgen-schmidhuber/), [Rupesh Kumar Srivastava](https://md.research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/), [Jan Koutnik](https://md.research.elamur.ai/free/en/authors/jan-koutnik/). 2 papers in our library · 2015 [OpenAlex](https://openalex.org/A5082808731) · [ORCID](https://orcid.org/0000-0001-6982-0937) · [Wikidata](https://www.wikidata.org/wiki/Q50636606) · [**h-index 21**](https://openalex.org/authors/A5082808731) · [48 works](https://openalex.org/works?filter=author.id:A5082808731) · [10,880 citations](https://openalex.org/works?filter=author.id:A5082808731&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/klaus-greff/#papers) · [🔗 Cited 1,759 times in our library](https://md.research.elamur.ai/free/en/authors/klaus-greff/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #453](https://md.research.elamur.ai/free/en/paper-stars/page/5/#star-453) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Klaus+Greff) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Klaus+Greff) · [dblp](https://dblp.org/search?q=Klaus+Greff) · [ACL Anthology](https://aclanthology.org/search/?q=Klaus+Greff) ## Affiliations [🏢**Google** Mountain View · United States 2020–2023 · 9 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🔬**Dalle Molle Institute for Artificial Intelligence Research** Lugano · Switzerland 2012–2019 · 8 papersEmployment since 2012](https://md.research.elamur.ai/free/en/labs/dalle-molle-institute-for-artificial-intelligence-research/) · [🎓**University of Applied Sciences and Arts of Southern Switzerland** Manno · Switzerland 2015–2018 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-applied-sciences-and-arts-of-southern-switzerland/) · [🎓**Università della Svizzera italiana** Lugano · Switzerland 2015–2018 · 5 papers](https://md.research.elamur.ai/free/en/universities/universita-della-svizzera-italiana/) · [🏢**Google DeepMind** London · United Kingdom 2023–2024 · 3 papers](https://md.research.elamur.ai/free/en/companies/google-deepmind/) · [🎓**University of Kaiserslautern** Kaiserslautern · Germany 2012 · 2 papers](https://ror.org/04zrf7b53) 🏛️**Google Deepmind** Berlin · [Germany](https://md.research.elamur.ai/free/en/countries/germany/) 2020Employment since 2020 🏛️**IDSIA** Lugano · [Switzerland](https://md.research.elamur.ai/free/en/countries/switzerland/) 2012–2018Employment 2012–2018 · PhD Student 🏛️**Technische Universität Kaiserslautern Fachbereich Informatik** Kaiserslautern · [Germany](https://md.research.elamur.ai/free/en/countries/germany/) 2004–2010Education 2004–2010 · Computer Science Diploma 🏛️**Technische Universität Kaiserslautern Fachbereich Informatik** [Germany](https://md.research.elamur.ai/free/en/countries/germany/) 2004–2010Education 2004–2010 From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) ## Works by year ### 2010s [**2015** 2 papers](https://md.research.elamur.ai/free/en/authors/klaus-greff/year/2015/) ## Papers The most cited first (OpenAlex and our library). 1. **[LSTM: A Search Space Odyssey](https://md.research.elamur.ai/free/en/papers/greff-2015-lstm-search-space-odyssey/)** *(2015 · 7,008 citations)* Since its introduction in the mid-1990s, LSTM has accumulated many architectural modifications, but no one had systematically tested which of its parts actually matter. 2. **[Highway Networks](https://md.research.elamur.ai/free/en/papers/srivastava-2015-highway-networks/)** *(2015 · 680 citations)* Deeper neural networks tend to perform better, but plain feedforward stacks get much harder to train with gradient descent as layers are added, even with careful variance-preserving initialization. ## All works 7 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[LSTM: A Search Space Odyssey](https://md.research.elamur.ai/free/en/papers/greff-2015-lstm-search-space-odyssey/) [IEEE Transactions on Neural Networks and Learning Systems](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/)**Klaus Greff, Rupesh Kumar Srivastava, Jan Koutnik, et al.*2015 · 7,008 citations* 2. **[Gemma 3 Technical Report ↗](https://arxiv.org/abs/2503.19786) arXiv:2503.19786 · no summary yet**Gemma Team et al.*2025 · 1,147 citations* 3. **[PaLM-E: An Embodied Multimodal Language Model ↗](https://arxiv.org/abs/2303.03378) arXiv:2303.03378 · no summary yet**Danny Driess et al.*2023 · 700 citations* 4. [**Highway Networks arXiv:1505.00387**Rupesh Kumar Srivastava, Klaus Greff, Jürgen Schmidhuber*2015 · 680 citations*](https://md.research.elamur.ai/free/en/papers/srivastava-2015-highway-networks/) 5. **[Kubric: A scalable dataset generator ↗](https://doi.org/10.1109/cvpr52688.2022.00373) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Klaus Greff et al.*2022 · 248 citations* 6. **[Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations ↗](https://doi.org/10.1109/cvpr52688.2022.00613) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Mehdi S. M. Sajjadi et al.*2022 · 127 citations* 7. **[Scaling 4D Representations ↗](https://arxiv.org/abs/2412.15212) arXiv (Cornell University) · no summary yet**João Carreira et al.*2024 · 4 citations* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Jurgen Schmidhuber](https://md.research.elamur.ai/free/en/authors/jurgen-schmidhuber/) ×2 - [Rupesh Kumar Srivastava](https://md.research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/) ×2 - [Jan Koutnik](https://md.research.elamur.ai/free/en/authors/jan-koutnik/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×2 - [IEEE Transactions on Neural Networks and Learning Systems](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/): [IEEE Transactions on Neural Networks and Learning Systems 2015](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/2015/) ## Cited by Papers of our library cite their works 1,759 times (of the 149,439 papers whose bibliographies we read); [452 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/klaus-greff/cited-by/). Updated 2 November 2026