Training Data Reconstruction: Privacy due to Uncertainty?

Authors: Runkel, Christina, Gandikota, Kanchana Vaishnavi, Geiping, Jonas, Schönlieb, Carola-Bibiane, Moeller, Michael

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2412.08544

3D Shape Completion with Test-Time Training

Authors: Schopf-Kuester, Michael, Lähner, Zorah, Moeller, Michael

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.18668

Weak-Annotation of HAR Datasets using Vision Foundation Models

Authors: Bock, Marius, Van Laerhoven, Kristof, Moeller, Michael

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2408.05169

Vignetting Effects: a Tool to Characterize a Fourier Ptychographic Microscope

Authors: Meshreki, John, Kazim, Syed Muhammad, Schneider, Jan Philipp, Moeller, Michael, Ihrke, Ivo

Subject Terms: Physics - Optics

Access URL: http://arxiv.org/abs/2404.11242

Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview

Authors: Auras, Alexander, Gandikota, Kanchana Vaishnavi, Droege, Hannah, Moeller, Michael

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2402.12072

Evaluating Adversarial Robustness of Low dose CT Recovery

Authors: Gandikota, Kanchana Vaishnavi, Chandramouli, Paramanand, Droege, Hannah, Moeller, Michael

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2402.11557

Temporal Action Localization for Inertial-based Human Activity Recognition

Authors: Bock, Marius, Moeller, Michael, Van Laerhoven, Kristof

Subject Terms: Computer Science - Machine Learning, Computer Science - Human-Computer Interaction, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2311.15831

Kissing to Find a Match: Efficient Low-Rank Permutation Representation

Authors: Dröge, Hannah, Lähner, Zorah, Bahat, Yuval, Martorell, Onofre, Heide, Felix, Möller, Michael

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2308.13252

SIGMA: Scale-Invariant Global Sparse Shape Matching

Authors: Gao, Maolin, Roetzer, Paul, Eisenberger, Marvin, Lähner, Zorah, Moeller, Michael, Cremers, Daniel, Bernard, Florian

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2308.08393

An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness

Authors: Lukasik, Jovita, Moeller, Michael, Keuper, Margret

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2307.09365

Differentiable Sensor Layouts for End-to-End Learning of Task-Specific Camera Parameters

Authors: Sommerhoff, Hendrik, Agnihotri, Shashank, Saleh, Mohamed, Moeller, Michael, Keuper, Margret, Kolb, Andreas

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2304.14736

WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity Recognition

Authors: Bock, Marius, Kuehne, Hilde, Van Laerhoven, Kristof, Moeller, Michael

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2304.05088

CCuantuMM: Cycle-Consistent Quantum-Hybrid Matching of Multiple Shapes

Authors: Bhatia, Harshil, Tretschk, Edith, Lähner, Zorah, Benkner, Marcel Seelbach, Moeller, Michael, Theobalt, Christian, Golyanik, Vladislav

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2303.16202

Convergent Data-driven Regularizations for CT Reconstruction

Authors: Kabri, Samira, Auras, Alexander, Riccio, Danilo, Bauermeister, Hartmut, Benning, Martin, Moeller, Michael, Burger, Martin

Subject Terms: Mathematics - Numerical Analysis, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2212.07786

Combined Structural and Plasmonic Enhancement of Nanometer-Thin Film Photocatalysis for Solar-Driven Wastewater Treatment

Authors: Daskalova, Desislava, Flores, Gonzalo Aguila, Plachetka, Ulrich, Möller, Michael, Wolters, Julia, Wintgens, Thomas, Lemme, Max C.

Source: ACS Applied Nano Materials, 6, 15204-15212, 2023

Subject Terms: Physics - Optics, Condensed Matter - Mesoscale and Nanoscale Physics, Physics - Chemical Physics

Access URL: http://arxiv.org/abs/2212.04465

Phase mask pinholes as spatial filters for laser interference lithography

Authors: Capraro, Giovanna, Lipkin, Maxim, Möller, Michael, Bolten, Jens, Lemme, Max C.

Source: Advanced Photonics Research, 4, 2300225, 2023

Subject Terms: Physics - Optics, Physics - Applied Physics

Access URL: http://arxiv.org/abs/2211.09985

QuAnt: Quantum Annealing with Learnt Couplings

Authors: Benkner, Marcel Seelbach, Krahn, Maximilian, Tretschk, Edith, Lähner, Zorah, Moeller, Michael, Golyanik, Vladislav

Subject Terms: Quantum Physics, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2210.08114

On Adversarial Robustness of Deep Image Deblurring

Authors: Gandikota, Kanchana Vaishnavi, Chandramouli, Paramanand, Moeller, Michael

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2210.02502

Epidemiology, classification, and treatment of 2084 Lisfranc injuries: An observational study from the Swedish fracture register

Authors: Juto, Hans ^{a, ⁎}, Mukka, Sebastian ^a, Wolf, Olof ^b, Möller, Michael ^c

Source: In Injury February 2025 56(2)

Transesophageal echocardiography and intracerebral pressure (ICP) in neurocritical care patients - An observational study

Authors: Roth, Christian, Dunkel, Juliane, Möller, Michael

Source: In Journal of Critical Care February 2025 85