Bernardino Romera-Paredes

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Venues

CoRR

Nat.

IEEE Trans. Affect. Comput.

ICME

University College London, UK (PHD)

Education History

University College London, UK

PHD

Publications

Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Matej Balog, M. Pawan Kumar, Emilien Dupont, Francisco J. R. Ruiz, Jordan S. Ellenberg, Pengming Wang, Omar Fawzi, Pushmeet Kohli, Alhussein Fawzi
Mathematical discoveries from program search with large language models. Nat. 625 (7995) (2024)
Abbas Mehrabian, Ankit Anand, Hyunjik Kim, Nicolas Sonnerat, Matej Balog, Gheorghe Comanici, Tudor Berariu, Andrew Lee, Anian Ruoss, Anna Bulanova, Daniel Toyama, Sam Blackwell, Bernardino Romera-Paredes, Petar Velickovic, Laurent Orseau, Joonkyung Lee, Anurag Murty Naredla, Doina Precup, Adam Zsolt Wagner
Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search. CoRR (2023)
Alhussein Fawzi, Matej Balog, Aja Huang, Thomas Hubert, Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Francisco J. R. Ruiz, Julian Schrittwieser, Grzegorz Swirszcz, David Silver, Demis Hassabis, Pushmeet Kohli
Discovering faster matrix multiplication algorithms with reinforcement learning. Nat. 610 (7930) (2022)
Bernardino Romera-Paredes
The U-net and its impact to medical imaging (Conference Presentation). Medical Imaging: Computer-Aided Diagnosis (2019)
Simon A. A. Kohl, Bernardino Romera-Paredes, Klaus H. Maier-Hein, Danilo Jimenez Rezende, S. M. Ali Eslami, Pushmeet Kohli, Andrew Zisserman, Olaf Ronneberger
A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities. CoRR (2019)
Stanislav Nikolov, Sam Blackwell, Ruheena Mendes, Jeffrey De Fauw, Clemens Meyer, Cían Hughes, Harry Askham, Bernardino Romera-Paredes, Alan Karthikesalingam, Carlton Chu, Dawn Carnell, Cheng Boon, Derek D'Souza, Syed Ali Moinuddin, Kevin Sullivan, DeepMind Radiographer Consortium, Hugh Montgomery, Geraint Rees, Ricky Sharma, Mustafa Suleyman, Trevor Back, Joseph R. Ledsam, Olaf Ronneberger
Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy. CoRR (2018)
Simon A. A. Kohl, Bernardino Romera-Paredes, Clemens Meyer, Jeffrey De Fauw, Joseph R. Ledsam, Klaus H. Maier-Hein, S. M. Ali Eslami, Danilo Jimenez Rezende, Olaf Ronneberger
A Probabilistic U-Net for Segmentation of Ambiguous Images. CoRR (2018)
Anurag Arnab, Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Måns Larsson, Alexander Kirillov, Bogdan Savchynskyy, Carsten Rother, Fredrik Kahl, Philip H. S. Torr
Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction. IEEE Signal Process. Mag. 35 (1) (2018)
Simon Kohl, Bernardino Romera-Paredes, Clemens Meyer, Jeffrey De Fauw, Joseph R. Ledsam, Klaus H. Maier-Hein, S. M. Ali Eslami, Danilo Jimenez Rezende, Olaf Ronneberger
A Probabilistic U-Net for Segmentation of Ambiguous Images. NeurIPS (2018)
Shrenik Lad, Bernardino Romera-Paredes, Julien P. C. Valentin, Philip H. S. Torr, Devi Parikh
Knowing who to listen to: Prioritizing experts from a diverse ensemble for attribute personalization. ICIP (2016)
Bernardino Romera-Paredes, Philip Hilaire Sean Torr
Recurrent Instance Segmentation. ECCV (6) (2016)
Carlton Chu, Jeffrey De Fauw, Nenad Tomasev, Bernardino Romera-Paredes, Cían Hughes, Joseph R. Ledsam, Trevor Back, Hugh Montgomery, Geraint Rees, Rosalind Raine, Kevin Sullivan, Syed Ali Moinuddin, Derek D'Souza, Olaf Ronneberger, Ruheena Mendes, Julien Cornebise
Applying machine learning to automated segmentation of head and neck tumour volumes and organs at risk on radiotherapy planning CT and MRI scans. F1000Research 5 (2016)
Min S. H. Aung, Sebastian Kaltwang, Bernardino Romera-Paredes, Brais Martínez, Aneesha Singh, Matteo Cella, Michel F. Valstar, Hongying Meng, Andrew Kemp, Moshen Shafizadeh, Aaron C. Elkins, Natalie Kanakam, Amschel de Rothschild, Nick Tyler, Paul J. Watson, Amanda C. de C. Williams, Maja Pantic, Nadia Bianchi-Berthouze
The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset. IEEE Trans. Affect. Comput. 7 (4) (2016)
Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes
The Benefit of Multitask Representation Learning. J. Mach. Learn. Res. 17 (2016)
Saumya Jetley, Bernardino Romera-Paredes, Sadeep Jayasumana, Philip H. S. Torr
Prototypical Priors: From Improving Classification to Zero-Shot Learning. CoRR (2015)
Saumya Jetley, Bernardino Romera-Paredes, Sadeep Jayasumana, Philip H. S. Torr
Prototypical Priors: From Improving Classification to Zero-Shot Learning. BMVC (2015)
Harry J. Griffin, Min S. Hane Aung, Bernardino Romera-Paredes, Ciaran McLoughlin, Gary McKeown, William Curran, Nadia Bianchi-Berthouze
Perception and Automatic Recognition of Laughter from Whole-Body Motion: Continuous and Categorical Perspectives. IEEE Trans. Affect. Comput. 6 (2) (2015)
Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su, Dalong Du, Chang Huang, Philip H. S. Torr
Conditional Random Fields as Recurrent Neural Networks. CoRR (2015)
Bernardino Romera-Paredes, Philip H. S. Torr
An embarrassingly simple approach to zero-shot learning. ICML (2015)
Bernardino Romera-Paredes, Philip H. S. Torr
Recurrent Instance Segmentation. CoRR (2015)
Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes
The Benefit of Multitask Representation Learning. CoRR (2015)
Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su, Dalong Du, Chang Huang, Philip H. S. Torr
Conditional Random Fields as Recurrent Neural Networks. ICCV (2015)
Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes
An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning. CoRR (2014)
Bernardino Romera-Paredes, Cha Zhang, Zhengyou Zhang
Facial expression tracking from head-mounted, partially observing cameras. ICME (2014)
Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes
An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning. COLT (2014)
Min S. H. Aung, Bernardino Romera-Paredes, Aneesha Singh, S. Lim, Natalie Kanakam, Amanda C. de C. Williams, Nadia Bianchi-Berthouze
Getting RID of pain-related behaviour to improve social and self perception: A technology-based perspective. WIAMIS (2013)
Harry J. Griffin, Min S. H. Aung, Bernardino Romera-Paredes, Ciaran McLoughlin, Gary McKeown, William Curran, Nadia Bianchi-Berthouze
Laughter Type Recognition from Whole Body Motion. ACII (2013)
Bernardino Romera-Paredes, Massimiliano Pontil
A New Convex Relaxation for Tensor Completion. NIPS (2013)
Bernardino Romera-Paredes, Min S. H. Aung, Massimiliano Pontil, Nadia Bianchi-Berthouze, Amanda C. de C. Williams, Paul J. Watson
Transfer learning to account for idiosyncrasy in face and body expressions. FG (2013)
Bernardino Romera-Paredes, Hane Aung, Nadia Bianchi-Berthouze, Massimiliano Pontil
Multilinear Multitask Learning. ICML (3) (2013)
Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes
Sparse coding for multitask and transfer learning. ICML (2) (2013)
Bernardino Romera-Paredes, Min S. H. Aung, Nadia Bianchi-Berthouze
A One-Vs-One Classifier Ensemble With Majority Voting for Activity Recognition. ESANN (2013)
Bernardino Romera-Paredes, Massimiliano Pontil
A New Convex Relaxation for Tensor Completion. CoRR (2013)
Bernardino Romera-Paredes, Andreas Argyriou, Nadia Berthouze, Massimiliano Pontil
Exploiting Unrelated Tasks in Multi-Task Learning. AISTATS (2012)
Andreas Maurer, Massimiliano Pontil, Bernardino Romera-Paredes
Sparse coding for multitask and transfer learning CoRR (2012)
Hongying Meng, Bernardino Romera-Paredes, Nadia Bianchi-Berthouze
Emotion recognition by two view SVM_2K classifier on dynamic facial expression features. FG (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bernardino Romera-Paredes