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Elastic Functional Coding of Riemannian Trajectories

IEEE transactions on pattern analysis and machine intelligence, 2017-05, Vol.39 (5), p.922-936

2017

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IEEE_Xplore

Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.3197-3201

2019

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IEEE_Xplore

Elastic functional coding of human actions: From vector-fields to latent variables

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, p.3147-3155

2015

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The Surprising Effectiveness of Deep Orthogonal Procrustes Alignment in Unsupervised Domain Adaptation

IEEE access, 2023-01, Vol.11, p.1-1

2023

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A biology-informed similarity metric for simulated patches of human cell membrane

Machine learning: science and technology, 2022-09, Vol.3 (3), p.35010

2022

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Suppressing simulation bias in multi-modal data using transfer learning

Machine learning: science and technology, 2022-03, Vol.3 (1), p.15035

2022

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MARGIN: Uncovering Deep Neural Networks Using Graph Signal Analysis

Frontiers in big data, 2021-05, Vol.4, p.589417-589417

2021

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Geometry-Based Symbolic Approximation for Fast Sequence Matching on Manifolds

International journal of computer vision, 2016-01, Vol.116 (2), p.161-173

2016

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MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking

International journal of computer vision, 2020-11, Vol.128 (10-11), p.2459-2477

2020

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Robust Time Series Recovery and Classification Using Test-Time Noise Simulator Networks

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, Vol.2023, p.1-5

2023

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IEEE_Xplore

Improved surrogates in inertial confinement fusion with manifold and cycle consistencies

Proceedings of the National Academy of Sciences - PNAS, 2020-05, Vol.117 (18), p.9741-9746

2020

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Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.6343-6352

2018

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IEEE_Xplore

Transfer Learning as a Tool for Reducing Simulation Bias: Application to Inertial Confinement Fusion

IEEE transactions on plasma science, 2020-01, Vol.48 (1), p.46-53

2020

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IEEE_Xplore

Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization

2021 IEEE Winter Conference on Applications of Computer Vision (WACV), 2021, p.2341-2350

2021

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IEEE_Xplore

Generative Patch Priors for Practical Compressive Image Recovery

2021 IEEE Winter Conference on Applications of Computer Vision (WACV), 2021, p.2534-2544

2021

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IEEE_Xplore

Erratum to "Transfer Learning as a Tool for Reducing Simulation Bias: Application to Inertial Confinement Fusion" [Jan 20 46-53]

IEEE transactions on plasma science, 2020-09, Vol.48 (9), p.3275-3275

2020

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IEEE_Xplore

Transformer-Powered Surrogates Close the ICF Simulation-Experiment Gap with Extremely Limited Data

Machine learning: science and technology, 2024-05

2024

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Enabling machine learning-ready HPC ensembles with Merlin

Future generation computer systems, 2022-06, Vol.131, p.255-268

2022

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Rate-Invariant Autoencoding of Time-Series

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.3732-3736

2020

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IEEE_Xplore

Diversity promoting online sampling for streaming video summarization

2016 IEEE International Conference on Image Processing (ICIP), 2016, p.3329-3333

2016

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IEEE_Xplore

Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, p.2478-2486

2023

Link zum Volltext
IEEE_Xplore

Improving Diversity with Adversarially Learned Transformations for Domain Generalization

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, p.434-443

2023

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IEEE_Xplore

Sparsity Improves Unsupervised Attribute Discovery in Stylegan

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.3388-3392

2022

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IEEE_Xplore

Predicting the Generalization Gap in Deep Models using Anchoring

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.4393-4397

2022

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IEEE_Xplore

Interactively test driving an object detector: Estimating performance on unlabeled data

IEEE Winter Conference on Applications of Computer Vision, 2014, p.175-182

2014

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IEEE_Xplore

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Elastic Functional Coding of Riemannian Trajectories

Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification

Elastic functional coding of human actions: From vector-fields to latent variables

The Surprising Effectiveness of Deep Orthogonal Procrustes Alignment in Unsupervised Domain Adaptation

A biology-informed similarity metric for simulated patches of human cell membrane

Suppressing simulation bias in multi-modal data using transfer learning

MARGIN: Uncovering Deep Neural Networks Using Graph Signal Analysis

Geometry-Based Symbolic Approximation for Fast Sequence Matching on Manifolds

MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking

Robust Time Series Recovery and Classification Using Test-Time Noise Simulator Networks

Improved surrogates in inertial confinement fusion with manifold and cycle consistencies

Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion

Transfer Learning as a Tool for Reducing Simulation Bias: Application to Inertial Confinement Fusion

Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization

Generative Patch Priors for Practical Compressive Image Recovery

Erratum to "Transfer Learning as a Tool for Reducing Simulation Bias: Application to Inertial Confinement Fusion" [Jan 20 46-53]

Transformer-Powered Surrogates Close the ICF Simulation-Experiment Gap with Extremely Limited Data

Enabling machine learning-ready HPC ensembles with Merlin

Rate-Invariant Autoencoding of Time-Series

Diversity promoting online sampling for streaming video summarization

Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification

Improving Diversity with Adversarially Learned Transformations for Domain Generalization

Sparsity Improves Unsupervised Attribute Discovery in Stylegan

Predicting the Generalization Gap in Deep Models using Anchoring

Interactively test driving an object detector: Estimating performance on unlabeled data

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