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Malcolm Reynolds
Malcolm Reynolds
DeepMind
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Flamingo: a visual language model for few-shot learning
JB Alayrac, J Donahue, P Luc, A Miech, I Barr, Y Hasson, K Lenc, ...
Advances in neural information processing systems 35, 23716-23736, 2022
20512022
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471-476, 2016
18562016
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
5952023
Unsupervised learning of object keypoints for perception and control
TD Kulkarni, A Gupta, C Ionescu, S Borgeaud, M Reynolds, A Zisserman, ...
Advances in neural information processing systems 32, 2019
2012019
Unsupervised predictive memory in a goal-directed agent
G Wayne, CC Hung, D Amos, M Mirza, A Ahuja, A Grabska-Barwinska, ...
arXiv preprint arXiv:1803.10760, 2018
1952018
Capturing time-of-flight data with confidence
M Reynolds, J Doboš, L Peel, T Weyrich, GJ Brostow
CVPR 2011, 945-952, 2011
1422011
Convolution by evolution: Differentiable pattern producing networks
C Fernando, D Banarse, M Reynolds, F Besse, D Pfau, M Jaderberg, ...
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 109-116, 2016
1372016
Multi-object datasets
R Kabra, C Burgess, L Matthey, RL Kaufman, K Greff, M Reynolds, ...
DeepMind 5 (6), 7, 2019
692019
Attention over learned object embeddings enables complex visual reasoning
D Ding, F Hill, A Santoro, M Reynolds, M Botvinick
Advances in neural information processing systems 34, 9112-9124, 2021
642021
Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents
JX Wang, M King, N Porcel, Z Kurth-Nelson, T Zhu, C Deck, P Choy, ...
arXiv preprint arXiv:2102.02926, 2021
322021
Grabska-Barwi nska
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka
A., Colmenarejo, SG, Grefenstette, E., Ramalho, T., Agapiou, J., et al, 471-476, 2016
31*2016
Alchemy: A structured task distribution for meta-reinforcement learning
JX Wang, M King, N Porcel, Z Kurth-Nelson, T Zhu, C Deck, P Choy, ...
arXiv preprint arXiv:2102.02926 262, 265-268, 2021
262021
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
M Reid, N Savinov, D Teplyashin, D Lepikhin, T Lillicrap, J Alayrac, ...
arXiv preprint arXiv:2403.05530, 2024
252024
Representation matters: Improving perception and exploration for robotics
M Wulfmeier, A Byravan, T Hertweck, I Higgins, A Gupta, T Kulkarni, ...
2021 IEEE International Conference on Robotics and Automation (ICRA), 6512-6519, 2021
132021
Alignnet: Unsupervised entity alignment
A Creswell, K Nikiforou, O Vinyals, A Saraiva, R Kabra, L Matthey, ...
arXiv preprint arXiv:2007.08973, 2020
112020
Augmenting neural networks with external memory
AB Graves, I Danihelka, TJA Harley, MKC Reynolds, GD Wayne
US Patent 10,832,134, 2020
102020
Swipe mosaics from video
M Reynolds, TSF Haines, GJ Brostow
arXiv preprint arXiv:1609.08080, 2016
12016
Language model for processing a multi-mode query input
JB Alayrac, J Donahue, K Lenc, K Simonyan, MKC Reynolds, ...
US Patent App. 18/141,337, 2023
2023
Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech
I Barr, Y Hasson, K Lenc, A Mensch, K Millican, M Reynolds, R Ring, ...
arXiv preprint arXiv:2204.14198, 2022
2022
Augmenting neural networks with external memory
AB Graves, I Danihelka, TJA Harley, MKC Reynolds, GD Wayne
US Patent App. 17/093,373, 2021
2021
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