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Romain Mueller
Romain Mueller
FiveAI / Bosch
Verified email at five.ai
Title
Cited by
Cited by
Year
Emergence of active nematic behavior in monolayers of isotropic cells
R Mueller, JM Yeomans, A Doostmohammadi
Physical review letters 122 (4), 048004, 2019
1462019
Making better mistakes: Leveraging class hierarchies with deep networks
L Bertinetto, R Mueller, K Tertikas, S Samangooei, NA Lord
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
1282020
Sustained oscillations of epithelial cell sheets
G Peyret, R Mueller, J d’Alessandro, S Begnaud, P Marcq, RM Mčge, ...
Biophysical journal 117 (3), 464-478, 2019
1272019
Investigating the nature of active forces in tissues reveals how contractile cells can form extensile monolayers
L Balasubramaniam, A Doostmohammadi, TB Saw, GHNS Narayana, ...
Nature materials 20 (8), 1156-1166, 2021
1112021
Parameter-free online test-time adaptation
M Boudiaf, R Mueller, I Ben Ayed, L Bertinetto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1092022
The fully differential hadronic production of a Higgs boson through bottom-quark fusion at NNLO
S Buehler, F Herzog, A Lazopoulos, R Mueller
Journal of High Energy Physics 2012 (7), 1-29, 2012
822012
On the computation of finite bottom-quark mass effects in Higgs boson production
R Mueller, DG Öztürk
Journal of High Energy Physics 2016 (8), 1-54, 2016
482016
Active matter invasion
F Kempf, R Mueller, E Frey, JM Yeomans, A Doostmohammadi
Soft matter 15 (38), 7538-7546, 2019
252019
Active inter-cellular forces in collective cell motility
G Zhang, R Mueller, A Doostmohammadi, JM Yeomans
Journal of the Royal Society Interface 17 (169), 20200312, 2020
242020
Attacking deep networks with surrogate-based adversarial black-box methods is easy
NA Lord, R Mueller, L Bertinetto
ICLR - Proceedings of the 10th International Conference on Learning …, 2022
212022
NNLO QCD corrections to pp→ γ* γ* in the large NF limit
C Anastasiou, J Cancino, F Chavez, C Duhr, A Lazopoulos, B Mistlberger, ...
Journal of High Energy Physics 2015 (2), 1-49, 2015
202015
Unifying polar and nematic active matter: emergence and co-existence of half-integer and full-integer topological defects
A Amiri, R Mueller, A Doostmohammadi
Journal of Physics A: Mathematical and Theoretical 55 (9), 094002, 2022
18*2022
Phase field models of active matter
R Mueller, A Doostmohammadi
arXiv preprint arXiv:2102.05557, 2021
62021
Fluctuation-induced dynamics of nematic topological defects
L Bonn, A Ardaševa, R Mueller, TN Shendruk, A Doostmohammadi
Physical Review E 106 (4), 044706, 2022
4*2022
An Active Learning Reliability Method for Systems with Partially Defined Performance Functions
J Sadeghi, R Mueller, J Redford
NeurIPS 2022 Workshop on Gaussian Processes, Spatiotemporal Modeling, and …, 2022
2*2022
Bridging microscopic cell dynamics to nematohydrodynamics of cell monolayers
A Ardaševa, R Mueller, A Doostmohammadi
Soft Matter 18 (25), 4737-4746, 2022
22022
Lift-Attend-Splat: Bird's-eye-view camera-lidar fusion using transformers
J Gunn, Z Lenyk, A Sharma, A Donati, A Buburuzan, J Redford, R Mueller
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
12024
Attacking Motion Planners Using Adversarial Perception Errors
J Sadeghi, NA Lord, J Redford, R Mueller
arXiv preprint arXiv:2311.12722, 2023
12023
Query-based hard-image retrieval for object detection at test time
E Ayers, J Sadeghi, J Redford, R Mueller, PK Dokania
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14692 …, 2023
12023
Structure detection models
L Bertinetto, R Mueller, K Tertikas, S Samangooei, NA Lord
US Patent 12,019,714, 2024
2024
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Articles 1–20