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Dylan Banarse
Dylan Banarse
DeepMind Google
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Title
Cited by
Cited by
Year
Pathnet: Evolution channels gradient descent in super neural networks
C Fernando, D Banarse, C Blundell, Y Zwols, D Ha, AA Rusu, A Pritzel, ...
arXiv preprint arXiv:1701.08734, 2017
9602017
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
8242023
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
1382016
Promptbreeder: Self-referential self-improvement via prompt evolution
C Fernando, D Banarse, H Michalewski, S Osindero, T Rocktäschel
arXiv preprint arXiv:2309.16797, 2023
632023
Analysis and application of a self-organising image recognition neural network
DS Banarse, I France, AWG Duller
Advances in engineering software 31 (12), 937-944, 2000
202000
Deformation invariant pattern classification for recognising hand gestures
DS Banarse, AWG Duller
Proceedings of International Conference on Neural Networks (ICNN'96) 3, 1812 …, 1996
191996
Hand posture recognition with the neocognitron network
DS Banarse
University of Wales (UCNW, Bangor: Electronic Engineering and Computer Systems), 1993
171993
Perception test: A diagnostic benchmark for multimodal video models
V Patraucean, L Smaira, A Gupta, A Recasens, L Markeeva, D Banarse, ...
Advances in Neural Information Processing Systems 36, 2024
152024
The body is not a given: Joint agent policy learning and morphology evolution
D Banarse, Y Bachrach, S Liu, C Fernando, N Heess, P Kohli, G Lever, ...
142018
Generative art using neural visual grammars and dual encoders
C Fernando, SM Eslami, JB Alayrac, P Mirowski, D Banarse, S Osindero
arXiv preprint arXiv:2105.00162, 2021
122021
Clip-clop: Clip-guided collage and photomontage
P Mirowski, D Banarse, M Malinowski, S Osindero, C Fernando
arXiv preprint arXiv:2205.03146, 2022
92022
Vision experiments with neural deformable template matching
DS Banarse, AWG Duller
Neural Processing Letters 5, 41-49, 1997
91997
Pathnet: Evolution channels gradient descent in super neural networks. arXiv 2017
C Fernando, D Banarse, C Blundell, Y Zwols, D Ha, AA Rusu, A Pritzel, ...
arXiv preprint arXiv:1701.08734, 0
9
Multi-task neural networks with task-specific paths
DP Wierstra, CT Fernando, A Pritzel, DS Banarse, C Blundell, AA Rusu, ...
US Patent 10,748,065, 2020
72020
Deformation invariant visual object recognition: Experiments with a self-organising neural architecture
DS Banarse, AWG Duller
Neural Computing & Applications 6, 79-90, 1997
51997
A generic neural network architecture for deformation invariant object recognition.
DS Banarse
University of Wales, Bangor, 1997
31997
The application of a generic neural network to handwritten digit classification
DS Banarse, AWG Duller
Knowledge-Based Intelligent Techniques in Character Recognition, 149-164, 2020
12020
Multi-task neural networks with task-specific paths
DP Wierstra, CT Fernando, A Pritzel, DS Banarse, C Blundell, AA Rusu, ...
US Patent App. 18/487,707, 2024
2024
Multi-task neural networks with task-specific paths
DP Wierstra, CT Fernando, A Pritzel, DS Banarse, C Blundell, AA Rusu, ...
US Patent 11,790,238, 2023
2023
Statement of Originality
DS Banarse
1993
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