From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “training efficiency” 664

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Unifying Data, Memory, and Compute Efficiency in LLM Training: A Survey
2026 IEEE Transactions on Artificial Intelligence article Computer Science Topic Modeling

Vanessa Schmidt, Huy Hoang Nguyen, Cédric Jung, Shirin Salehi, Anke Schmeink

0

citations
Unifying Data, Memory, and Compute Efficiency in LLM training: A Survey
2026 arXiv (Cornell University) preprint Computer Science Natural Language Processing Techniques Open access

Vanessa Schmidt, Huy Hoang Nguyen, Cédric Jung, Shirin Salehi, Anke Schmeink

0

citations
Unifying Data, Memory, and Compute Efficiency in LLM training: A Survey
2026 arXiv (Cornell University) preprint Computer Science Natural Language Processing Techniques Open access

Vanessa Schmidt, Huy Hoang Nguyen, Cédric Jung, Shirin Salehi, Anke Schmeink

0

citations
EASYGO - Efficiency and Safety in Geothermal Operations – A new Innovative Training Network
2021 conference-abstract Energy Geothermal Energy Systems and Applications Open access

Maren Brehme, Martin O. Saar, Evert Slob, Paola Bombarda, Hansruedi Maurer, Florian Wellmann, +3 more

0

citations
Towards an AI-enhanced virtual lab for education and training in home energy efficiency and demand management
2026 Results in Engineering article Engineering Experimental Learning in Engineering Open access

Abdul Wahab, Banafshe Parizad, Sela Mafisii Eta Bloomfield, Ali Jamali, Parham Moradi, Sajjad Fattaheian–Dehkordi, +3 more

3

citations
Generating a pixel-wise annotated training dataset to train ML algorithms for mineral identification in rock thin sections
2020 conference-abstract Engineering Mineral Processing and Grinding Open access

Jiaxin Yu, Joyce Schmatz, Marven von Domarus, Mingze Jiang, Simon Virgo, Bastian Leibe, +1 more

0

citations
On data and knowledge transfer efficiency in deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Domain Adaptation and Few-Shot Learning Open access

Alessio Quercia

0

citations
MPX: Mixed Precision Training for JAX
2025 arXiv (Cornell University) preprint Computer Science Distributed and Parallel Computing Systems Open access

Alexander Gräfe, Sebastian Trimpe

0

citations
Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping
2022 conference-paper Engineering Advanced Memory and Neural Computing

Sonali Singh, Anup Sarma, Sen Kai Lu, Abhronil Sengupta, Mahmut Kandemir, Emre Neftci, +2 more

13

citations
Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers
2023 conference-paper Computer Science Speech Recognition and Synthesis

Zijian Győző Yang, Wei Guo Zhou, Ralf Schlüter, Hermann Ney

3

citations
Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers
2022 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Zijian Yang, Wei Guo Zhou, Ralf Schlüter, Hermann Ney

0

citations
Post-Training Quantization for Energy Efficient Realization of Deep Neural Networks
2022 IEEE International Conference on Machine Learning and Applications (ICMLA) conference-paper Computer Science Advanced Neural Network Applications

Cecilia Latotzke, Batuhan Balim, Tobias Gemmeke

8

citations
Assessment of Simulated Data for Training Semantic Segmentation-based Perception Models in Construction
2025 Procedia Computer Science conference-paper Computer Science Advanced Neural Network Applications Open access

Jorge Luis Jiménez Aparicio, David Böken, Johannes Sprink, Xiaoting Wang, Jürgen Roßmann

0

citations
Post-Training Quantization for Energy Efficient Realization of Deep Neural Networks
2022 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Cecilia Latotzke, Batuhan Balim, Tobias Gemmeke

0

citations
Integrating Energy Efficiency into Software Development: Developer Perspectives and Requirements
2026 arXiv (Cornell University) preprint Engineering Green IT and Sustainability Open access

Anika Hennig, Leonie Schulte, Philipp M. Zähl, Mathias Eggert

0

citations
Integrating Energy Efficiency into Software Development: Developer Perspectives and Requirements
2026 arXiv (Cornell University) preprint Engineering Green IT and Sustainability Open access

Anika Hennig, L Schulte, Philipp M. Zähl, Mathias Eggert

0

citations
SGD Biased towards Early Important Samples for Efficient Training
2023 conference-paper Computer Science Adversarial Robustness in Machine Learning

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

3

citations
Improving the Communication and Computation Efficiency of Split Learning for IoT Applications
2021 2021 IEEE Global Communications Conference (GLOBECOM) conference-paper Computer Science Privacy-Preserving Technologies in Data cited by 1 patent

Ahmad Ayad, Melvin Renner, Anke Schmeink

47

citations
Improving the Training Recipe for a Robust Conformer-based Hybrid Model
2022 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Mohammad Zeineldeen, Jingjing Xu, Ralf Schlüter, Hermann Ney

0

citations
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer
2021 International Conference on Spoken Language Translation (IWSLT) conference-paper Computer Science Natural Language Processing Techniques Open access

Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, +1 more

2

citations
Efficient Sequence Training of Attention Models Using Approximative Recombination
2022 ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) conference-paper Computer Science Speech Recognition and Synthesis

Nils-Philipp Wynands, Wilfried Michel, Jan Rosendahl, Ralf Schlüter, Hermann Ney

3

citations
Efficient Sequence Training of Attention Models using Approximative Recombination
2021 arXiv (Cornell University) preprint Computer Science Speech and Audio Processing Open access

Nils-Philipp Wynands, Wilfried Michel, Jan Rosendahl, Ralf Schlüter, Hermann Ney

0

citations
Drill-training leads to both procedural acceleration and increased memory retrieval in complex addition and subtraction problems
2026 ZDM article Mathematics Cognitive and developmental aspects of mathematical skills

Daniel Janko, Camila Silveira Agostino, Klaus Willmes, André Knops

1

citations
Waste Management Strategies in the Operating Room of Thoracic Surgery: Optimizing Sustainability and Efficiency
2025 Zentralblatt für Chirurgie - Zeitschrift für Allgemeine Viszeral- Thorax- und Gefäßchirurgie conference-paper Medicine Healthcare and Environmental Waste Management

X Yibulayin, Christopher Adlung, Jan Wilhelm Spillner, Johannes Greven

0

citations
Efficient Training of Neural Transducer for Speech Recognition
2022 Interspeech 2022 conference-paper Computer Science Speech Recognition and Synthesis Open access

Wei Guo Zhou, Wilfried Michel, Ralf Schlüter, Hermann Ney

15

citations