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Armand Mihai Nicolicioiu
Armand Mihai Nicolicioiu
ETH Zürich
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ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results
N Miolane, M Caorsi, U Lupo, M Guerard, N Guigui, J Mathe, Y Cabanes, ...
arXiv preprint arXiv:2108.09810, 2021
162021
Learning Diverse Features in Vision Transformers for Improved Generalization
AM Nicolicioiu, AL Nicolicioiu, B Alexe, D Teney
ICML 2023 Workshop on Spurious Correlations, Invariance, and Stability (SCIS), 2023
22023
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks
L Scimeca, A Rubinstein, AM Nicolicioiu, D Teney, Y Bengio
NeurIPS 2023 Workshop on Diffusion Models, 2023
12023
Neural Redshift: Random Networks are not Random Functions
D Teney, A Nicolicioiu, V Hartmann, E Abbasnejad
arXiv preprint arXiv:2403.02241, 2024
2024
Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models
L Scimeca, A Rubinstein, D Teney, SJ Oh, AM Nicolicioiu, Y Bengio
arXiv preprint arXiv:2311.16176, 2023
2023
Few shot learning by features adaptation with Graph Neural Networks
AM Nicolicioiu, AL Nicolicioiu
Presented at Eastern European Machine Learning Summer School, 2020
2020
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Artikelen 1–6