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H Francis Song
H Francis Song
DeepMind
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Title
Cited by
Cited by
Year
Relational inductive biases, deep learning, and graph networks
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
32782018
Scaling language models: Methods, analysis & insights from training gopher
JW Rae, S Borgeaud, T Cai, K Millican, J Hoffmann, F Song, J Aslanides, ...
arXiv preprint arXiv:2112.11446, 2021
6842021
Machine theory of mind
N Rabinowitz, F Perbet, F Song, C Zhang, SMA Eslami, M Botvinick
International conference on machine learning, 4218-4227, 2018
5272018
Task representations in neural networks trained to perform many cognitive tasks
GR Yang, MR Joglekar, HF Song, WT Newsome, XJ Wang
Nature neuroscience 22 (2), 297-306, 2019
4492019
The hanabi challenge: A new frontier for ai research
N Bard, JN Foerster, S Chandar, N Burch, M Lanctot, HF Song, E Parisotto, ...
Artificial Intelligence 280, 103216, 2020
3572020
Stabilizing transformers for reinforcement learning
E Parisotto, F Song, J Rae, R Pascanu, C Gulcehre, S Jayakumar, ...
International conference on machine learning, 7487-7498, 2020
3202020
Bipartite fluctuations as a probe of many-body entanglement
HF Song, S Rachel, C Flindt, I Klich, N Laflorencie, K Le Hur
Physical Review B 85 (3), 035409, 2012
2932012
Training excitatory-inhibitory recurrent neural networks for cognitive tasks: a simple and flexible framework
HF Song, GR Yang, XJ Wang
PLoS computational biology 12 (2), e1004792, 2016
2492016
Red teaming language models with language models
E Perez, S Huang, F Song, T Cai, R Ring, J Aslanides, A Glaese, ...
arXiv preprint arXiv:2202.03286, 2022
2472022
Circuit mechanisms for the maintenance and manipulation of information in working memory
NY Masse, GR Yang, HF Song, XJ Wang, DJ Freedman
Nature neuroscience 22 (7), 1159-1167, 2019
1812019
Relational inductive biases, deep learning, and graph networks. arXiv 2018
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
1812018
Bayesian action decoder for deep multi-agent reinforcement learning
J Foerster, F Song, E Hughes, N Burch, I Dunning, S Whiteson, ...
International Conference on Machine Learning, 1942-1951, 2019
1632019
General relation between entanglement and fluctuations in one dimension
HF Song, S Rachel, K Le Hur
Physical Review B 82 (1), 012405, 2010
1562010
Reward-based training of recurrent neural networks for cognitive and value-based tasks
HF Song, GR Yang, XJ Wang
Elife 6, e21492, 2017
1452017
Entanglement entropy from charge statistics: Exact relations for noninteracting many-body systems
HF Song, C Flindt, S Rachel, I Klich, K Le Hur
Physical Review B 83 (16), 161408, 2011
1452011
Teaching language models to support answers with verified quotes
J Menick, M Trebacz, V Mikulik, J Aslanides, F Song, M Chadwick, ...
arXiv preprint arXiv:2203.11147, 2022
1152022
Detecting quantum critical points using bipartite fluctuations
S Rachel, N Laflorencie, HF Song, K Le Hur
Physical review letters 108 (11), 116401, 2012
1032012
Entanglement entropy of the two-dimensional Heisenberg antiferromagnet
HF Song, N Laflorencie, S Rachel, K Le Hur
Physical Review B 83 (22), 224410, 2011
1002011
Spatial embedding of structural similarity in the cerebral cortex
HF Song, H Kennedy, XJ Wang
Proceedings of the National Academy of Sciences 111 (46), 16580-16585, 2014
972014
V-mpo: On-policy maximum a posteriori policy optimization for discrete and continuous control
HF Song, A Abdolmaleki, JT Springenberg, A Clark, H Soyer, JW Rae, ...
arXiv preprint arXiv:1909.12238, 2019
962019
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