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Aaron Defazio
Aaron Defazio
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7
papers
305
total citations
papers (7)
GrappaNet: Combining Parallel Imaging With Deep Learning for Multi-Coil MRI Reconstruction
CVPR 2020
arXiv
118
citations
Prodigy: An Expeditiously Adaptive Parameter-Free Learner
ICML 2024
arXiv
113
citations
Mechanic: A Learning Rate Tuner
NEURIPS 2023
arXiv
22
citations
MoMo: Momentum Models for Adaptive Learning Rates
ICML 2024
arXiv
20
citations
MRI Banding Removal via Adversarial Training
NEURIPS 2020
arXiv
17
citations
Purifying Shampoo: Investigating Shampoo's Heuristics by Decomposing its Preconditioner
NEURIPS 2025
arXiv
10
citations
PARQ: Piecewise-Affine Regularized Quantization
ICML 2025
arXiv
5
citations
