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Reinhard Heckel

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

8

papers

273

total citations

papers (8)

Zero-Shot Noise2Noise: Efficient Image Denoising Without Any Data

Language models scale reliably with over-training and on downstream tasks

Interpolation can hurt robust generalization even when there is no noise

NEURIPS 2021arXiv

Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods

NEURIPS 2023arXiv

Learning Provably Robust Estimators for Inverse Problems via Jittering

NEURIPS 2023arXiv

Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training Data

TTT-MIM: Test-Time Training with Masked Image Modeling for Denoising Distribution Shifts

Efficient Noise Calculation in Deep Learning-based MRI Reconstructions