| Learning to communicate with deep multi-agent reinforcement learning JN Foerster, YM Assael, N de Freitas, S Whiteson Advances in Neural Information Processing Systems, 2145-2153, 2016 | 1791 | 2016 |
| LipNet: end-to-end sentence-level lipreading YM Assael, B Shillingford, S Whiteson, N De Freitas GPU Technology Conference, 2017 | 605* | 2017 |
| Effective gene expression prediction from sequence by integrating long-range interactions Z Avsec, V Agarwal, D Visentin, JR Ledsam, A Grabska-Barwinska, ... Nature Methods 18 (10), 1196-1203, 2021 | 389 | 2021 |
| Large-scale visual speech recognition B Shillingford, Y Assael, MW Hoffman, T Paine, C Hughes, U Prabhu, ... INTERSPEECH, 4135-4139, 2019 | 173 | 2019 |
| Learning to communicate to solve riddles with deep distributed recurrent Q-networks JN Foerster, YM Assael, N de Freitas, S Whiteson International Joint Conferences on Artificial Intelligence Workshop, 2016 | 168* | 2016 |
| Multi-objective deep reinforcement learning H Mossalam, YM Assael, DM Roijers, S Whiteson Advances in Neural Information Processing Systems Deep Reinforcement …, 2016 | 158* | 2016 |
| Sample efficient adaptive text-to-speech Y Chen, Y Assael, B Shillingford, D Budden, S Reed, H Zen, Q Wang, ... International Conference on Learning Representations, 2019 | 156* | 2019 |
| Recurrent neural network transducer for audio-visual speech recognition T Makino, H Liao, Y Assael, B Shillingford, B Garcia, O Braga, O Siohan IEEE Automatic Speech Recognition and Understanding Workshop, 2019 | 132 | 2019 |
| Restoring and attributing ancient texts using deep neural networks Y Assael, T Sommerschield, B Shillingford, M Bordbar, J Pavlopoulos, ... Nature 603 (7900), 280-283, 2022 | 89 | 2022 |
| Restoring ancient text using deep learning: a case study on Greek epigraphy Y Assael, T Sommerschield, J Prag Empirical Methods in Natural Language Processing, 6369-6376, 2019 | 75 | 2019 |
| Correlation of the thermal conductivity of normal and parahydrogen from the triple point to 1000 K and up to 100 MPa MJ Assael, YM Assael, ML Huber, RA Perkins, Y Takata Journal of Physical and Chemical Reference Data 40 (3), 033101-033101-13, 2011 | 69 | 2011 |
| Cortical microcircuits as gated-recurrent neural networks R Ponte Costa, Y Assael, B Shillingford, N de Freitas, T Vogels Advances in Neural Information Processing Systems, 272-283, 2017 | 62* | 2017 |
| Using deep Q-learning to understand the tax evasion behavior of risk-averse firms ND Goumagias, D Hristu-Varsakelis, YM Assael Expert Systems with Applications 101, 258-270, 2018 | 36 | 2018 |
| A novel portable absolute transient hot-wire instrument for the measurement of the thermal conductivity of solids MJ Assael, KD Antoniadis, IN Metaxa, SK Mylona, JAM Assael, J Wu, ... International Journal of Thermophysics 36 (10-11), 3083-3105, 2015 | 31 | 2015 |
| Speech bandwidth extension with WaveNet A Gupta, B Shillingford, Y Assael, TC Walters IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019 | 30 | 2019 |
| Heteroscedastic treed bayesian optimisation JAM Assael, Z Wang, B Shahriari, N de Freitas Advances in Neural Information Processing Systems Workshop on Bayesian …, 2014 | 29 | 2014 |
| Data-efficient learning of feedback policies from image pixels using deep dynamical models JAM Assael, N Wahlström, TB Schön, MP Deisenroth Advances in Neural Information Processing Systems Deep Reinforcement …, 2015 | 19* | 2015 |
| Large-scale multilingual audio visual dubbing Y Yang, B Shillingford, Y Assael, M Wang, W Liu, Y Chen, Y Zhang, ... arXiv preprint arXiv:2011.03530, 2020 | 16 | 2020 |
| Machine learning demonstrates high accuracy for disease diagnosis and prognosis in plastic surgery A Mantelakis, Y Assael, P Sorooshian, A Khajuria Plastic and Reconstructive Surgery–Global Open 9 (6), e3638, 2021 | 13 | 2021 |
| A hybrid parallel implementation of the Aho-Corasick and Wu-Manber algorithms using NVIDIA CUDA and MPI evaluated on a biological sequence database CS Kouzinopoulos, JAM Assael, TK Pyrgiotis, KG Margaritis International Journal on Artificial Intelligence Tools 24 (1), 1540001, 2015 | 12 | 2015 |
Nando de FreitasCIFAR & DeepMindVerified email at google.com
