Romera-Paredes, Bernardino

1. Quantum Circuit Optimization with AlphaTensor
   2024/02/22 by Francisco J. R. Ruiz, Tuomas Laakkonen, Ruiz, Francisco J. R. +24 · 2 voices · 25 citations
   Computer Science · #Quantum Computing Algorithms and Architecture
2. A Probabilistic U-Net for Segmentation of Ambiguous Images
   2018/06/13 by Simon Köhl, Kohl, Simon A. A., Bernardino Romera‐Paredes +15 · 30 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Image Retrieval and Classification Techniques
3. The Benefit of Multitask Representation Learning
   2015/05/23 by Andreas Maurer, Massimiliano Pontil, Maurer, Andreas +3 · 26 citations
   Computer Science · Engineering · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
4. Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy
   2018/09/12 by Stanislav Nikolov, Sam Blackwell, Nikolov, Stanislav +55 · 13 citations
   Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Head and Neck Cancer Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Physics (physics.med-ph) #Neural and Evolutionary Computing (cs.NE) #Radiomics and Machine Learning in Medical Imaging
5. A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities
   2019/05/30 by Simon Köhl, Kohl, Simon A. A., Bernardino Romera‐Paredes +13 · 10 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Cell Image Analysis Techniques #Generative Adversarial Networks and Image Synthesis
6. A New Convex Relaxation for Tensor Completion
   2013/07/17 by Bernardino Romera‐Paredes, Romera-Paredes, Bernardino, Massimiliano Pontil +1 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications