Practical Recommendations for Gradient-Based Training of Deep Architectures

• Residual multi-fidelity neural network computing

  2025 BIT Numerical Mathematics article Physics and Astronomy Model Reduction and Neural Networks Open access

  11

  citations
• Deep learning-based prediction of particle size distributions in construction and demolition waste recycling using convolutional neural networks on 3D laser triangulation data

  2025 Construction and Building Materials article Engineering Recycled Aggregate Concrete Performance Open access

  15

  citations
• Automated machine learning: past, present and future

  2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

  146

  citations
• End-to-End Speech Recognition: A Survey

  2023 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech Recognition and Synthesis Open access cited by 1 patent

  215

  citations
• UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation

  2022 International Workshop on Semantic Evaluation (SemEval) conference-paper Computer Science Topic Modeling Open access

  1

  citations
• A study of latent monotonic attention variants

  2021 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

  7

  citations
• DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions

  2021 Computers & Structures article Materials Science Machine Learning in Materials Science Open access

  58

  citations
• Generating Input Data for Microstructure Modelling: A Deep Learning Approach Using Generative Adversarial Networks

  2020 Materials article Materials Science Machine Learning in Materials Science Open access

  26

  citations
• DeepXS: fast approximation of MSSM electroweak cross sections at NLO

  2020 ReIn UW (University of Warsaw) article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  29

  citations
• A Study on Deep Learning for Latency Constraint Applications in Beyond 5G Wireless Systems

  2020 IEEE Access article Engineering Advanced Wireless Network Optimization Open access

  22

  citations
• DeepXS: fast approximation of MSSM electroweak cross sections at NLO

  2020 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations

11 results