Volgen
Sékou-Oumar Kaba
Sékou-Oumar Kaba
Mila - Quebec Artificial Intelligence Institute & McGill University
Geverifieerd e-mailadres voor mila.quebec - Homepage
Titel
Geciteerd door
Geciteerd door
Jaar
Gradient starvation: A learning proclivity in neural networks
M Pezeshki, SO Kaba, Y Bengio, AC Courville, D Precup, G Lajoie
Advances in Neural Information Processing Systems 34, 1256-1272, 2021
3112021
Equivariance with learned canonicalization functions
SO Kaba, AK Mondal, Y Zhang, Y Bengio, S Ravanbakhsh
International Conference on Machine Learning, 15546-15566, 2023
672023
Group-theoretical classification of superconducting states of strontium ruthenate
SO Kaba, D Sénéchal
Physical Review B 100 (21), 214507, 2019
552019
Equivariant networks for crystal structures
SO Kaba, S Ravanbakhsh
Advances in Neural Information Processing Systems 35, 4150-4164, 2022
302022
Equivariant adaptation of large pretrained models
AK Mondal, SS Panigrahi, SO Kaba, SR Mudumba, S Ravanbakhsh
Advances in Neural Information Processing Systems 36, 2024
162024
Prediction of large magnetic moment materials with graph neural networks and random forests
SO Kaba, B Groleau-Paré, MA Gauthier, AMS Tremblay, S Verret, ...
Physical Review Materials 7 (4), 044407, 2023
142023
Symmetry breaking and equivariant neural networks
SO Kaba, S Ravanbakhsh
NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2023
112023
SymmCD: Symmetry-preserving crystal generation with diffusion models
D Levy, SS Panigrahi, SO Kaba, Q Zhu, M Galkin, S Miret, ...
International Conference on Learning Representations 13, 2025
32025
Using multiple vector channels improves E(n)-equivariant graph neural networks
D Levy, SO Kaba, C Gonzales, S Miret, S Ravanbakhsh
ICML Workshop on Machine Learning for Astrophysics, 2023
32023
Improving equivariant networks with probabilistic symmetry breaking
H Lawrence, V Portilheiro, Y Zhang, SO Kaba
International Conference on Learning Representations 13, 2025
22025
Chronic pain mediated changes in the appetitive value of affective gentle touch in mice
M Zain, L Bennett, H Zhang, Q Pauli, J Arsenault, S Premachandran, ...
BioRxiv, 2023.11. 09.566431, 2023
12023
Symétrie du paramètre d’ordre supraconducteur dans le ruthénate de strontium
SO Kaba
Université de Sherbrooke, 2018
12018
Symmetry-aware generative modeling through learned canonicalization
K Sareen, D Levy, AK Mondal, SO Kaba, T Akhound-Sadegh, ...
arXiv preprint arXiv:2501.07773, 2025
2025
Preface to geometry-grounded representation learning and generative modeling (GRaM) workshop proceedings
S Vadgama, E Bekkers, A Pouplin, SO Kaba, R Walters, H Lawrence, ...
Geometry-grounded Representation Learning and Generative Modeling Workshop …, 2024
2024
Towards equivariant adaptation of large pretrained models
AK Mondal, SS Panigrahi, SO Kaba, S Ravanbakhsh
Het systeem kan de bewerking nu niet uitvoeren. Probeer het later opnieuw.
Artikelen 1–15