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David Colliaux
David Colliaux
Sony CSL
Verified email at polytechnique.org
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Year
Intrinsic motivation and episodic memories for robot exploration of high-dimensional sensory spaces
G Schillaci, A Pico Villalpando, VV Hafner, P Hanappe, D Colliaux, ...
Adaptive Behavior 29 (6), 549-566, 2021
282021
Working memory dynamics and spontaneous activity in a flip-flop oscillations network model with a Milnor attractor
D Colliaux, C Molter, Y Yamaguchi
Cognitive neurodynamics 3, 141-151, 2009
282009
Transferring PointNet++ segmentation from virtual to real plants
A Chaudhury, P Hanappe, R Azaïs, C Godin, D Colliaux
ICCV 2021-International Conference on Computer Vision, 1-3, 2021
82021
Multi-scale space-time registration of growing plants
H Pan, F Hétroy-Wheeler, J Charlaix, D Colliaux
2021 International Conference on 3D Vision (3DV), 310-319, 2021
62021
Automated extraction of phyllotactic traits from arabidopsis thaliana
T Wintz, D Colliaux, P Hanappe, SCSL Paris
CVPPP workshop, ECCV 2018, 6, 2018
52018
LettuceThink: A open and versatile robotic platform for weeding and crop monitoring on microfarms
D Colliaux, P Hanappe
EFITA WCCA 2017 Conference, 2017
52017
Automated vegetable growth analysis from outdoor images acquired with a cablebot
A Sollazzo, D Colliaux, S Garivani, J Minchin, L Garlanda, P Hanappe
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2020
42020
Cell signaling as a probabilistic computer
D Colliaux, P Bessière, J Droulez
International Journal of Approximate Reasoning 83, 385-399, 2017
42017
Impact of sub and supra-threshold adaptation currents in networks of spiking neurons
D Colliaux, P Yger, K Kaneko
Journal of Computational Neuroscience 39, 255-270, 2015
42015
Working memory and spontaneous activity of cell assemblies. A biologically motivated computational model
C Molter, D Colliaux, Y Yamaguchi
2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008
42008
Toward biochemical probabilistic computation
J Droulez, D Colliaux, A Houillon, P Bessière
arXiv preprint arXiv:1511.02623, 2015
32015
Computational agroecology: should we bet the microfarm on it
D Colliaux, J Minchin, S Goelzer, P Hanappe
Eighth Workshop on Computing within Limits, 2022
22022
Probing models of minimal swimming vehicules in vivo with microalgae phototaxis.
D Colliaux, L Giraud, C Yéprémian, P Bessière, J Droulez
European Conference on Artificial Life 2015, 2015
22015
Working memory dynamics in a flip-flop oscillations network model with milnor attractor
D Colliaux, Y Yamaguchi, C Molter, H Wagatsuma
Neural Information Processing: 14th International Conference, ICONIP 2007 …, 2008
22008
Bringing phenotyping to the farm: An evaluation of 3D reconstruction of plants in outdoor environment
D Colliaux, T Wintz, P Hanappe
Communication présentée à l’International Conference on Computer Vision …, 2017
12017
Models for the Computational Design of Microfarms
D Colliaux, P Gravino, P Hanappe, J Talbot, P Viot
International Conference on Complex Computational Ecosystems, 121-132, 2023
2023
Reinforcement learning with space carving for plant scanning
AP Villalpando, M Kubisch, D Colliaux, P Hanappe, VV Hafner
Proceedings of the IEEE/CVF International Conference on Computer Vision, 694-701, 2023
2023
Continual Learning with Deep Streaming Regularized Discriminant Analysis
J Khawand, P Hanappe, D Colliaux
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
2023
Modular stochastic machine and related method
P Bessiere, J Droulez, E Mazer, R Laurent, J Grollier, M Faix, A Coninx, ...
US Patent App. 16/340,636, 2020
2020
Machine stochastique modulaire et procédé associé
P Bessière, J Droulez, E Mazer, R Laurent, D Querlioz, J Grollier, M Faix, ...
2016
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