James Kirkpatrick

• Demis Hassabis5
• Alexander L. Gaunt4
• Koray Kavukcuoglu4
• Raia Hadsell4
• Razvan Pascanu4
• Andrei A. Rusu3
• Denis Andrienko3
• Guillaume Desjardins3
• Jonathan Godwin3
• Michael Schaarschmidt3
• Peter W. Battaglia3
• Pushmeet Kohli3
• Stig Petersen3
• Alex Bridgland2
• Alexander Nelson2
• Alvaro Sanchez-Gonzalez2
• Augustin Zídek2
• Björn Baumeier2
• Chongli Qin2
• Dana Wanzer2
• David Silver2
• David T. Jones2
• Hugo Penedones2
• Iain McCulloch2

1. Overcoming catastrophic forgetting in neural networks

   著者: James Kirkpatrick, Razvan Pascanu, Neil C. Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A. Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, Raia Hadsell - National Academy of Sciences, Proceedings of the National Academy of Sciences 2017 被引用: 7,158

2. Progressive Neural Networks

   著者: Andrei A. Rusu, Neil C. Rabinowitz, Guillaume Desjardins, Hubert Soyer, James Kirkpatrick, Koray Kavukcuoglu, Razvan Pascanu, Raia Hadsell - arXiv (Cornell University), CoRR 2016 被引用: 2,218

3. Improved protein structure prediction using potentials from deep learning

   著者: Andrew W. Senior, Richard Evans, John Jumper, James Kirkpatrick, Laurent Sifre, Tim Green, Chongli Qin, Augustin Zídek, Alexander W. R. Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen, Karen Simonyan, Steve Crossan, Pushmeet Kohli, David T. Jones, David Silver, Koray Kavukcuoglu, Demis Hassabis - Nature, Nat. 2020 被引用: 3,587

4. Policy Distillation

   著者: Andrei A. Rusu, Sergio Gomez Colmenarejo, Çaglar Gülçehre, Guillaume Desjardins, James Kirkpatrick, Razvan Pascanu, Volodymyr Mnih, Koray Kavukcuoglu, Raia Hadsell - ICLR (Poster) 2016 被引用: 401

5. Pushing the frontiers of density functionals by solving the fractional electron problem

   著者: James Kirkpatrick, Brendan McMorrow, David H. P. Turban, Alexander L. Gaunt, James S. Spencer, Alexander Matthews, Annette Obika, Louis Thiry, Meire Fortunato, David Pfau, Lara Román Castellanos, Stig Petersen, Alexander Nelson, Pushmeet Kohli, Paula Mori‐Sánchez, Demis Hassabis, Aron J. Cohen - Science 2021 被引用: 395

6. Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

   著者: Andrew Senior, Richard Evans, John Jumper, James Kirkpatrick, Laurent Sifre, Tim Green, Chongli Qin, Augustin Žídek, Alexander Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen, Karen Simonyan, Steve Crossan, Pushmeet Kohli, David T. Jones, David Silver, Koray Kavukcuoglu, Demis Hassabis - Proteins Structure Function and Bioinformatics 2019 被引用: 368

7. Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics

   著者: Kedar Hippalgaonkar, Qianxiao Li, Xiaonan Wang, John W. Fisher, James Kirkpatrick, Tonio Buonassisi - Nature Reviews Materials 2023 被引用: 134

8. Very Deep Graph Neural Networks Via Noise Regularisation

   著者: Jonathan Godwin, Michael Schaarschmidt, Alexander L. Gaunt, Alvaro Sanchez-Gonzalez, Yulia Rubanova, Petar Velickovic, James Kirkpatrick, Peter W. Battaglia - arXiv (Cornell University), CoRR 2021 被引用: 41

9. Distral: Robust Multitask Reinforcement Learning

   著者: Yee Whye Teh, Victor Bapst, Wojciech M. Czarnecki, John Quan, James Kirkpatrick, Raia Hadsell, Nicolas Heess, Razvan Pascanu - NIPS 2017 被引用: 630

10. Machine learning enables completely automatic tuning of a quantum device faster than human experts

    著者: Hyungil Moon, Dominic T. Lennon, James Kirkpatrick, Nina M. van Esbroeck, Leon C. Camenzind, Liuqi Yu, Florian Vigneau, Dominik M. Zumbühl, G. Andrew D. Briggs, Michael A. Osborne, Dino Sejdinovic, Edward A. Laird, Natalia Ares - Nature Communications 2020 被引用: 84

11. Regularization techniques for fine-tuning in neural machine translation

    著者: Antonio Valerio, Miceli Barone, Barry Haddow, Ulrich Germann, Rico Sennrich, Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio, Ondej Bojar, Rajen Chatterjee, Christian Federmann, Yvette Graham, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Varvara Logacheva, Christof Monz, Matteo Negri, Aurelie Neveol, Mariana Neves, Martin Popel, Matt Post, Raphael Rubino, Carolina Scarton, Lucia Specia, Marco Turchi, Karin Verspoor, Marcos Zampieri, Mauro Cettolo, Christian Girardi, Marcello Federico, Jan Niehues, Sebastian Stker, Luisa Bentivogli, Ciprian Chelba, Alex Acero, Chenhui Chu, Raj Dabre, Sadao Kurohashi, Vancouver, Iii Daume, Hal, Jenny Finkel, Christopher Rose, Manning, Yarin Gal, Zoubin Ghahramani, Geoffrey Hinton, Ruslan Salakhutdinov, Diederik Kingma, Jimmy Ba, James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, Raia Hadsell, Minh-Thang Luong, Christopher Manning, Da Nang, Vietnam, Grgoire Mesnil, Yann Dauphin, Xavier Glorot, Salah Rifai, Ian Goodfellow, Erick Lavoie, Xavier Muller, David Warde-Farley, Orhan Firat, Alexandra Birch, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Lubli, Antonio Valerio Miceli, Jozef Barone, Maria Mokry, Nadejde, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, Oriol Vinyals, Quoc Le, Joern Wuebker, Spence Green, John Denero, Jason Yosinski, Jeff Clune, Hod Lipson - Conference on Empirical Methods in Natural Language Processing, EMNLP 2017 被引用: 94

12. Learned Force Fields Are Ready For Ground State Catalyst Discovery

    著者: Michael Schaarschmidt, Morgane Riviere, Alex M. Ganose, James S. Spencer, Alexander L. Gaunt, James Kirkpatrick, Simon Axelrod, Peter W. Battaglia, Jonathan Godwin - arXiv (Cornell University), CoRR 2022 被引用: 15

13. Density-functional based determination of intermolecular charge transfer properties for large-scale morphologies

    著者: Björn Baumeier, James Kirkpatrick, Denis Andrienko - Physical Chemistry Chemical Physics 2010 被引用: 286

14. Indacenodithiophene Semiconducting Polymers for High-Performance, Air-Stable Transistors

    著者: Weimin Zhang, Jeremy Smith, Scott E. Watkins, Roman Gysel, Michael D. McGehee, Alberto Salleo, James Kirkpatrick, Raja Shahid Ashraf, Thomas D. Anthopoulos, Martin Heeney, Iain McCulloch - Journal of the American Chemical Society 2010 被引用: 591

15. Microscopic Simulations of Charge Transport in Disordered Organic Semiconductors

    著者: Victor Rühle, Alexandr Lukyanov, Falk May, Manuel Schrader, Thorsten Vehoff, James Kirkpatrick, Björn Baumeier, Denis Andrienko - Journal of Chemical Theory and Computation 2011 被引用: 413

16. Towards high charge-carrier mobilities by rational design of the shape and periphery of discotics

    著者: Xinliang Feng, Valentina Marcon, Wojciech Pisula, Michael Ryan Hansen, James Kirkpatrick, Ferdinand C. Grozema, Denis Andrienko, Kurt Kremer, Kläus Müllen - Nature Materials 2009 被引用: 584

17. Role of cytotechnologists in rapid onsite adequacy assessment of cytology materials for diagnostic workup and specimen allocation for ancillary testing using a standardized protocol

    著者: Russel Fetzer, Michelle Duey, Valerie Pena, Dana Wanzer, James Kirkpatrick, Donnie Chau, Venetia Sarode - Journal of the American Society of Cytopathology 2019 被引用: 17

18. Recombination via tail states in polythiophene:fullerene solar cells

    著者: Thomas Kirchartz, Bart E. Pieters, James Kirkpatrick, Uwe Rau, Jenny Nelson - Physical Review B 2011 被引用: 389

19. Modeling Charge Transport in Organic Photovoltaic Materials

    著者: Jenny Nelson, Joe J. Kwiatkowski, James Kirkpatrick, Jarvist M. Frost - Accounts of Chemical Research 2009 被引用: 269

20. Systematic Improvement in Charge Carrier Mobility of Air Stable Triarylamine Copolymers

    著者: Weimin Zhang, Jeremy Smith, Rick Hamilton, Martin Heeney, James Kirkpatrick, Kigook Song, Scott E. Watkins, Thomas D. Anthopoulos, Iain McCulloch - Journal of the American Chemical Society 2009 被引用: 219

21. Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond

    著者: Jonathan Godwin, Michael Schaarschmidt, Alexander L. Gaunt, Alvaro Sanchez-Gonzalez, Yulia Rubanova, Petar Velickovic, James Kirkpatrick, Peter W. Battaglia - ICLR 2022 被引用: 75

22. The Forget-me-not Process

    著者: Kieran Milan, Joel Veness, James Kirkpatrick, Michael H. Bowling, Anna Koop, Demis Hassabis - Neural Information Processing Systems, NIPS 2016 被引用: 22

23. Asymptotic Solution of a Model for Bilayer Organic Diodes and Solar Cells

    著者: Giles Richardson, Colin P. Please, Jamie M. Foster, James Kirkpatrick - SIAM Journal on Applied Mathematics, SIAM J. Appl. Math. 2012 被引用: 13

24. Selective deployment of dynamic telecytology for rapid evaluation of cytology smears: assessment of workflow processes and role of cytopathology fellows as on-site operators

    著者: Venetia Sarode, Valerie Pena, Shirley Yan, James Kirkpatrick, Dana Wanzer - Journal of the American Society of Cytopathology 2021 被引用: 11

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