Gabriele Cesa

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Linear Combination

Polynomial Kernels

Top Venues

Publications

Lars Veefkind, Gabriele Cesa
A Probabilistic Approach to Learning the Degree of Equivariance in Steerable CNNs. CoRR (2024)
Larissa de Ruijter, Gabriele Cesa
Equivariant amortized inference of poses for cryo-EM. CoRR (2024)
Giovanni Luca Marchetti, Gabriele Cesa, Kumar Pratik, Arash Behboodi
Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach. CoRR (2023)
Gabriele Cesa, Arash Behboodi
Algebraic Topological Networks via the Persistent Local Homology Sheaf. CoRR (2023)
Gabriele Cesa, Kumar Pratik, Arash Behboodi
Equivariant Self-supervised Deep Pose Estimation for Cryo EM. TAG-ML (2023)
Maksim Zhdanov, Nico Hoffmann, Gabriele Cesa
Implicit Convolutional Kernels for Steerable CNNs. NeurIPS (2023)
Gabriele Cesa, Leon Lang, Maurice Weiler
A Program to Build E(N)-Equivariant Steerable CNNs. ICLR (2022)
Arash Behboodi, Gabriele Cesa, Taco Cohen
A PAC-Bayesian Generalization Bound for Equivariant Networks. CoRR (2022)
Arash Behboodi, Gabriele Cesa, Taco S. Cohen
A PAC-Bayesian Generalization Bound for Equivariant Networks. NeurIPS (2022)
Gabriele Cesa, Arash Behboodi, Taco S. Cohen, Max Welling
On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane. NeurIPS (2022)
Maksim Zhdanov, Nico Hoffmann, Gabriele Cesa
Implicit Neural Convolutional Kernels for Steerable CNNs. CoRR (2022)
Mirgahney Mohamed, Gabriele Cesa, Taco S. Cohen, Max Welling
A Data and Compute Efficient Design for Limited-Resources Deep Learning. CoRR (2020)
Maurice Weiler, Gabriele Cesa
General E(2)-Equivariant Steerable CNNs. CoRR (2019)
Maurice Weiler, Gabriele Cesa
General E(2)-Equivariant Steerable CNNs. NeurIPS (2019)