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Journal Articles
- 2023
[j1]Kyle Matoba, Nikolaos Dimitriadis, François Fleuret:
Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence. Trans. Mach. Learn. Res. 2023 (2023)
Conference and Workshop Papers
- 2024
- [c4]Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jiménez, François Fleuret, Pascal Frossard:
Localizing Task Information for Improved Model Merging and Compression. ICML 2024 - 2023
- [c3]Nikolaos Dimitriadis, Pascal Frossard, François Fleuret:
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models. ICML 2023: 8015-8052 - 2022
- [c2]Ahmet Caner Yüzügüler
, Nikolaos Dimitriadis, Pascal Frossard:
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search. ECCV (12) 2022: 173-190 - 2021
- [c1]Nikolaos Dimitriadis, Petros Maragos:
Advances in Morphological Neural Networks: Training, Pruning and Enforcing Shape Constraints. ICASSP 2021: 3825-3829
Informal and Other Publications
- 2024
- [i8]Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jiménez, François Fleuret, Pascal Frossard:
Localizing Task Information for Improved Model Merging and Compression. CoRR abs/2405.07813 (2024) - [i7]Nikolaos Dimitriadis, Pascal Frossard, François Fleuret:
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences. CoRR abs/2407.08056 (2024) - 2023
- [i6]Nikolaos Dimitriadis, François Fleuret, Pascal Frossard:
SequeL: A Continual Learning Library in PyTorch and JAX. CoRR abs/2304.10857 (2023) - [i5]Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, Pascal Frossard:
Flexible Channel Dimensions for Differentiable Architecture Search. CoRR abs/2306.08021 (2023) - 2022
- [i4]Kyle Matoba, Nikolaos Dimitriadis, François Fleuret:
The Theoretical Expressiveness of Maxpooling. CoRR abs/2203.01016 (2022) - [i3]Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, Pascal Frossard:
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search. CoRR abs/2203.12412 (2022) - [i2]Nikolaos Dimitriadis, Pascal Frossard, François Fleuret:
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models. CoRR abs/2210.09759 (2022) - 2020
- [i1]Nikolaos Dimitriadis, Petros Maragos:
Advances in the training, pruning and enforcement of shape constraints of Morphological Neural Networks using Tropical Algebra. CoRR abs/2011.07643 (2020)
Coauthor Index
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