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Nikolaos Dimitriadis
Nikolaos Dimitriadis
PhD student in Computer science, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Advances in the training, pruning and enforcement of shape constraints of Morphological Neural Networks using Tropical Algebra
N Dimitriadis, P Maragos
arXiv preprint arXiv:2011.07643, 2020
92020
Advances in Morphological Neural Networks: Training, Pruning and Enforcing Shape Constraints
N Dimitriadis, P Maragos
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
52021
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search
AC Yüzügüler, N Dimitriadis, P Frossard
European Conference on Computer Vision, 173-190, 2022
42022
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models
N Dimitriadis, P Frossard, F Fleuret
International Conference on Machine Learning, 8015-8052, 2023
32023
SequeL: A Continual Learning Library in PyTorch and JAX
N Dimitriadis, F Fleuret, P Frossard
arXiv preprint arXiv:2304.10857, 2023
22023
The Theoretical Expressiveness of Maxpooling
K Matoba, N Dimitriadis, F Fleuret
arXiv preprint arXiv:2203.01016, 2022
22022
Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence
K Matoba, N Dimitriadis, F Fleuret
Transactions on Machine Learning Research, 2023
12023
Flexible Channel Dimensions for Differentiable Architecture Search
AC Yüzügüler, N Dimitriadis, P Frossard
arXiv preprint arXiv:2306.08021, 2023
2023
Flexible Channel Dimensions for Differentiable Architecture Search
A Caner Yüzügüler, N Dimitriadis, P Frossard
arXiv e-prints, arXiv: 2306.08021, 2023
2023
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search
A Caner Yüzügüler, N Dimitriadis, P Frossard
arXiv e-prints, arXiv: 2203.12412, 2022
2022
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