Jackie Ma

According to our database, Jackie Ma authored at least 28 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events.

Raunak Agarwal, Markus Wenzel, Simon Baur, Jonas Zimmer, George Harvey, Jackie Ma

CoRR, April, 2026

Structural Compactness as a Complementary Criterion for Explanation Quality.

Mohammad Mahdi Mesgari, Jackie Ma, Wojciech Samek, Sebastian Lapuschkin, Leander Weber

CoRR, March, 2026

X-SYS: A Reference Architecture for Interactive Explanation Systems.

Tobias Labarta, Nhi Hoang, Maximilian Dreyer, Jim Berend, Oleg Hein, Jackie Ma, Wojciech Samek, Sebastian Lapuschkin

CoRR, February, 2026

Metric Hub: A metric library and practical selection workflow for use-case-driven data quality assessment in medical AI.

Katinka Becker, Maximilian P. Oppelt, Tobias S. Zech, Martin Seyferth, Sandie Cabon, Vanja Miskovic, Ivan Cimrak, Michal Kozubek, Giuseppe D'Avenio, Ilaria Campioni, Jana Fehr, Kanjar De, Ismail Mahmoudi, Emílio Dolgener Cantú, Laurenz Ottmann, Andreas Klaß, Galaad Altares, Jackie Ma, Alireza Salehi M., Nadine R. Lang-Richter, Tobias Schaeffter, Daniel Schwabe

CoRR, January, 2026

Uncertainty explanation of artificial intelligence models by SHAP.

Ximeng Cheng, Tianqi Wang, Di Zhu, Jackie Ma

Knowl. Based Syst., 2026

2025

On the Predictive Skill of Artificial Intelligence-based Weather Models for Extreme Events using Uncertainty Quantification.

Rodrigo Almeida, Noelia Otero, Miguel-Ángel Fernández-Torres, Jackie Ma

CoRR, November, 2025

Multimodal Deep Learning for Prediction of Progression-Free Survival in Patients with Neuroendocrine Tumors Undergoing 177Lu-based Peptide Receptor Radionuclide Therapy.

Simon Baur, Tristan Ruhwedel, Ekin Böke, Zuzanna Kobus, Gergana Lishkova, Christoph Wetz, Holger Amthauer, Christoph Roderburg, Frank Tacke, Julian M. Rogasch, Wojciech Samek, Henning Jann, Jackie Ma, Johannes Eschrich

CoRR, November, 2025

On the effectiveness of multimodal privileged knowledge distillation in two vision transformer based diagnostic applications.

Simon Baur, Alexandra Benova, Emílio Dolgener Cantú, Jackie Ma

CoRR, August, 2025

Spatially Resolved Meteorological and Ancillary Data in Central Europe for Rainfall Streamflow Modeling.

Marc Aurel Vischer, Noelia Otero, Jackie Ma

CoRR, June, 2025

DiffScale: Continuous Downscaling and Bias Correction of Subseasonal Wind Speed Forecasts using Diffusion Models.

Maximilian Springenberg, Noelia Otero, Yuxin Xue, Jackie Ma

CoRR, March, 2025

Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs.

Jost Arndt, Utku Isil, Michael Detzel, Wojciech Samek, Jackie Ma

J. Data-centric Mach. Learn. Res., 2025

Benchmarking Uncertainty and Its Disentanglement in Multi-label Chest X-Ray Classification.

Simon Baur, Wojciech Samek, Jackie Ma

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2025

Efficient Federated Learning of Mixed-Token Transformers for Cellular Feature Prediction.

Daniel Becking, Jost Arndt, Ingo Friese, Karsten Müller, Jackie Ma, Thomas Buchholz, Mandy Galkow-Schneider, Wojciech Samek, Detlev Marpe

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Spatial Shortcuts in Graph Neural Controlled Differential Equations.

Michael Detzel, Gabriel Nobis, Jackie Ma, Wojciech Samek

CoRR, 2024

Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization.

Rohan Reddy Mekala, Frederik Pahde, Simon Baur, Sneha Chandrashekar, Madeline Diep, Markus Wenzel, Eric L. Wisotzky, Galip Ümit Yolcu, Sebastian Lapuschkin, Jackie Ma, Peter Eisert, Mikael Lindvall, Adam A. Porter, Wojciech Samek

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology.

Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma, Nils Strodthoff

Medical Image Anal., 2023

2021

Block Partitioning Structure in the VVC Standard.

Yu-Wen Huang, Jicheng An, Han Huang, Xiang Li, Shih-Ta Hsiang, Kai Zhang, Han Gao, Jackie Ma, Olena Chubach

IEEE Trans. Circuits Syst. Video Technol., 2021

On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy.

Vignesh Srinivasan, Nils Strodthoff, Jackie Ma, Alexander Binder, Klaus-Robert Müller, Wojciech Samek

CoRR, 2021

2020

Video Compression Using Generalized Binary Partitioning, Trellis Coded Quantization, Perceptually Optimized Encoding, and Advanced Prediction and Transform Coding.

Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Benjamin Bross, Santiago De-Luxán-Hernández, Philipp Helle, Christian R. Helmrich, Tobias Hinz, Wang-Q Lim, Jackie Ma, Tung Nguyen, Jennifer Rasch, Michael Schäfer, Mischa Siekmann, Gayathri Venugopal, Adam Wieckowski, Martin Winken, Thomas Wiegand

IEEE Trans. Circuits Syst. Video Technol., 2020

Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements.

Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand

npj Digit. Medicine, 2020

Anisotropic multiscale systems on bounded domains.

Philipp Grohs, Gitta Kutyniok, Jackie Ma, Philipp Petersen, Mones Raslan

Adv. Comput. Math., 2020

2019

Generalized binary splits: A versatile partitioning scheme for block-based hybrid video coding.

Adam Wieckowski, Jackie Ma, Valeri George, Heiko Schwarz, Detlev Marpe, Thomas Wiegand

Proceedings of the Picture Coding Symposium, 2019

Fast Partitioning Decision Strategies for The Upcoming Versatile Video Coding (VVC) Standard.

Adam Wieckowski, Jackie Ma, Heiko Schwarz, Detlev Marpe, Thomas Wiegand

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

An Intra Subpartition Coding Mode for VVC.

Santiago De-Luxán-Hernández, Valeri George, Jackie Ma, Tung Nguyen, Heiko Schwarz, Detlev Marpe, Thomas Wiegand

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Recursive Partitioning Search Space Pruning Using Split Cost Prediction.

Adam Wieckowski, Jackie Ma, Heiko Schwarz, Detlev Marpe, Thomas Wiegand

Proceedings of the Data Compression Conference, 2019

2017

Shearlet-based compressed sensing for fast 3D cardiac MR imaging using iterative reweighting.

Jackie Ma, Maximilian März, Stephanie Funk, Jeanette Schulz-Menger, Gitta Kutyniok, Tobias Schaeffter, Christoph Kolbitsch

CoRR, 2017

2015

Linear Stable Sampling Rate: Optimality of 2D Wavelet Reconstructions from Fourier Measurements.

Ben Adcock, Anders C. Hansen, Gitta Kutyniok, Jackie Ma

SIAM J. Math. Anal., 2015

Stable reconstructions for the analysis formulation of ℓ^p-minimization using redundant systems.

Jackie Ma

CoRR, 2015