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Tobit Klug

3 papers · 2023–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

NeurIPS (2) ICLR (1)

Top co-authors

Reinhard Heckel (3) Stefan Ruschke (1) Kun Wang (1) Dogukan Atik (1)

Research topics

Machine Learning (3) Computer Vision (2) Deep Learning (2) Learning Types · Machine Learning (2) Optimization & Theory (2) Processing (2) Healthcare & Medicine (1) Architectures (1) Clinical (1) Domain-Specific (1) Learning Types · Deep Learning (1) Techniques (1)

Keywords

image reconstruction (3) magnetic resonance imaging (3) self-supervised learning (1) sample complexity (1) deep learning (1) neural network optimization (1) linear inverse problem (1) scaling law (1) mri reconstruction (1) rigid motion estimation (1) test-time training (1) image restoration (1) motion correction (1) motion estimation (1)

Papers

MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI NeurIPS 2024 Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods NeurIPS 2023 Scaling Laws For Deep Learning Based Image Reconstruction ICLR 2023