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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
6092017
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
1132016
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
171993
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
132000
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, ...
112018
Vision experiments with neural deformable template matching
DS Banarse, AWG Duller
Neural Processing Letters 5 (2), 41-49, 1997
101997
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
72021
Deformation invariant visual object recognition: Experiments with a self-organising neural architecture
DS Banarse, AWG Duller
Neural Computing & Applications 6 (2), 79-90, 1997
61997
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
4
A generic neural network architecture for deformation invariant object recognition.
DS Banarse
University of Wales, Bangor, 1997
31997
Multi-task neural networks with task-specific paths
DP Wierstra, CT Fernando, A Pritzel, DS Banarse, C Blundell, AA Rusu, ...
US Patent App. 16/995,655, 2020
12020
CLIP-CLOP: CLIP-Guided Collage and Photomontage
P Mirowski, D Banarse, M Malinowski, S Osindero, C Fernando
arXiv preprint arXiv:2205.03146, 2022
2022
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
2020
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
2020
Statement of Originality
DS Banarse
1993
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Articles 1–16