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All Models are Wrong, Knowing Where is Useful: On Model Uncertainty in Reinforcement Learning2026 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access
Bernd Frauenknecht, Devdutt Subhasish, Artur Eisele, Friedrich Solowjow, Sebastian Trimpe
0citations -
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, +5 more
4citations -
QS4D: Quantization‐Aware Training for Efficient Hardware Deployment of Structured State‐Space Sequential Models2026 Advanced Intelligent Systems article Computer Science Advanced Neural Network Applications Open access
Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Maxime Fabre, Emre Neftci, John Paul Strachan
1citations -
Efficient Utilization of Large Pre-Trained Models for Low Resource ASR2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) conference-paper Computer Science Speech Recognition and Synthesis
Peter Vieting, Christoph Lüscher, Ralf Schlüter, Hermann Ney
4citations -
QS4D: Quantization-Aware Training for Efficient Hardware Deployment of Structured State-Space Sequential Models2026 Advanced Intelligent Systems article Computer Science Advanced Neural Network Applications Open access
Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Maxime Fabre, Emre Neftci, John Paul Strachan
0citations -
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval2025 Annual Meeting of the Association for Computational Linguistics (ACL) conference-paper Computer Science Multimodal Machine Learning Applications Open access
Arian Askari, Emmanouil Stergiadis, Ilya Gusev, Moran Beladev
0citations -
Report on Efficient Conversational Large Language Models2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Speech and dialogue systems Open access
Cornelius Glackin, Maria Inês Torres, David Thulke, Zoraida Callejas, Marvin Peinado, David Griol, +1 more
0citations -
Efficient state preparation for the Schwinger model with a theta term2025 Physical review. D/Physical review. D. article Computer Science Quantum Computing Algorithms and Architecture Open access
Alexei Bazavov, Brandon Henke, Leon Hostetler, Dean Lee, Huey-Wen Lin, Giovanni Pederiva, +1 more
0citations -
Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models2021 Interspeech (USB) conference-paper Computer Science Speech Recognition and Synthesis Open access cited by 1 patent
Mohammad Zeineldeen, Aleksandr Glushko, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney
38citations -
Exploring the Search Space of Neural Network Combinations obtained with Efficient Model Stitching2024 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Neural Network Applications Open access
Arthur Guijt, Dirk Thierens, Tanja Alderliesten, Peter A. N. Bosman
1citations -
Optical sensor positioning for eye-tracking with numerically efficient raytracing models2025 Digital Optical Technologies conference-paper Computer Science Gaze Tracking and Assistive Technology
Tim Barcikowski, Oskar Hofmann, Carsten C. Reichert, Johannes Meyer, Annika Bonhoff, Carlo Holly
0citations -
Efficient Sequence Training of Attention Models Using Approximative Recombination2022 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis
Nils-Philipp Wynands, Wilfried Michel, Jan Rosendahl, Ralf Schlüter, Hermann Ney
3citations