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Giovanni Luca Marchetti
Giovanni Luca Marchetti
在 kth.se 的电子邮件经过验证
标题
引用次数
引用次数
年份
Equivariant representation learning via class-pose decomposition
GL Marchetti, G Tegnér, A Varava, D Kragic
International Conference on Artificial Intelligence and Statistics, 4745-4756, 2023
162023
Harmonics of learning: Universal fourier features emerge in invariant networks
GL Marchetti, CJ Hillar, D Kragic, S Sanborn
The Thirty Seventh Annual Conference on Learning Theory, 3775-3797, 2024
72024
Back to the manifold: Recovering from out-of-distribution states
A Reichlin, GL Marchetti, H Yin, A Ghadirzadeh, D Kragic
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
62022
Hearts and towers in stable -categories
D Fiorenza, F Loregian, GL Marchetti
Journal of Homotopy and Related Structures 14 (4), 993-1042, 2019
62019
Voronoi density estimator for high-dimensional data: Computation, compactification and convergence
V Polianskii, GL Marchetti, A Kravberg, A Varava, FT Pokorny, D Kragic
Uncertainty in Artificial Intelligence, 1644-1653, 2022
42022
Active nearest neighbor regression through delaunay refinement
A Kravberg, GL Marchetti, V Polianskii, A Varava, FT Pokorny, D Kragic
International Conference on Machine Learning, 11650-11664, 2022
32022
An efficient and continuous Voronoi density estimator
GL Marchetti, V Polianskii, A Varava, FT Pokorny, D Kragic
International Conference on Artificial Intelligence and Statistics, 4732-4744, 2023
22023
Equivariant Representation Learning in the Presence of Stabilizers
LA Pérez Rey, GL Marchetti, D Kragic, D Jarnikov, M Holenderski
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
12023
Hyperbolic Delaunay Geometric Alignment
A Aiman Medbouhi, GL Marchetti, V Polianskii, A Kravberg, P Poklukar, ...
arXiv e-prints, arXiv: 2404.08608, 2024
2024
On Symmetries and Metrics in Geometric Inference
GL Marchetti
KTH Royal Institute of Technology, 2024
2024
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
Learning Geometric Representations of Objects via Interaction
A Reichlin, GL Marchetti, H Yin, A Varava, D Kragic
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
2023
Equivariant Representations for Non-Free Group Actions
LAP Rey, GL Marchetti, D Kragic, D Jarnikov, M Holenderski
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022
2022
Learning Coarsened Dynamic Graph Representations for Deformable Object Manipulation
GL Marchetti, M Moletta, G Tegnér, P Shi, A Varava, A Kravchenko, ...
2021 20th International Conference on Advanced Robotics (ICAR), 955-960, 2021
2021
The (he) art of gluing
GL Marchetti, D Fiorenza
arXiv preprint arXiv:1806.00883, 2018
2018
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