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Gabriele Cesa
Gabriele Cesa
University of Amsterdam, Qualcomm AI Research
Verified email at uva.nl
Title
Cited by
Cited by
Year
General E (2)-Equivariant Steerable CNNs
M Weiler, G Cesa
Advances in Neural Information Processing Systems, 14334-14345, 2019
4572019
A Program to Build E (N)-Equivariant Steerable CNNs
G Cesa, L Lang, M Weiler
International Conference on Learning Representations, 2021
692021
A Data and Compute Efficient Design for Limited-Resources Deep Learning
M Mohamed, G Cesa, TS Cohen, M Welling
arXiv preprint arXiv:2004.09691, 2020
182020
A PAC-Bayesian Generalization Bound for Equivariant Networks
A Behboodi, G Cesa, TS Cohen
Advances in Neural Information Processing Systems 35, 5654-5668, 2022
132022
Implicit Neural Convolutional Kernels for Steerable CNNs
M Zhdanov, N Hoffmann, G Cesa
arXiv preprint arXiv:2212.06096, 2022
3*2022
Data and compute efficient equivariant convolutional networks
MHA Mohamed, C Gabriele, TS Cohen, M Welling
US Patent App. 17/170,745, 2021
22021
On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane
G Cesa, A Behboodi, TS Cohen, M Welling
Advances in Neural Information Processing Systems 35, 5446-5458, 2022
12022
E (2)-Equivariant Steerable CNNs
G Cesa
12020
Algebraic Topological Networks via the Persistent Local Homology Sheaf
G Cesa, A Behboodi
arXiv preprint arXiv:2311.10156, 2023
2023
Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach
GL Marchetti, G Cesa, K Pratik, A Behboodi
arXiv preprint arXiv:2311.08170, 2023
2023
Equivariant Self-supervised Deep Pose Estimation for Cryo EM
G Cesa, K Pratik, A Behboodi
Topological, Algebraic and Geometric Learning Workshops 2023, 21-36, 2023
2023
Equivariant steerable convolutional neural networks
C Gabriele, L Leon, M Weiler
US Patent App. 17/219,099, 2022
2022
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