Jackie Ma

32 papers B 4C 1Journal 25Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Metric Hub: A metric library and practical selection workflow for use-case-driven data quality assessment in medical AI.
CoRR
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
2026 J jnl
Structural Compactness as a Complementary Criterion for Explanation Quality.
CoRR
Mohammad Mahdi Mesgari, Jackie Ma, Wojciech Samek, Sebastian Lapuschkin, Leander Weber
2026 J jnl
Uncertainty explanation of artificial intelligence models by SHAP.
Knowl. Based Syst.
Ximeng Cheng, Tianqi Wang, Di Zhu, Jackie Ma
2026 J jnl
X-SYS: A Reference Architecture for Interactive Explanation Systems.
CoRR
Tobias Labarta, Nhi Hoang, Maximilian Dreyer, Jim Berend, Oleg Hein, Jackie Ma, Wojciech Samek, Sebastian Lapuschkin
2025 — conf
Benchmarking Uncertainty and Its Disentanglement in Multi-label Chest X-Ray Classification.
UNSURE@MICCAI
Simon Baur, Wojciech Samek, Jackie Ma
2025 J jnl
Benchmarking Uncertainty and its Disentanglement in multi-label Chest X-Ray Classification.
CoRR
Simon Baur, Wojciech Samek, Jackie Ma
2025 J jnl
DiffScale: Continuous Downscaling and Bias Correction of Subseasonal Wind Speed Forecasts using Diffusion Models.
CoRR
Maximilian Springenberg, Noelia Otero, Yuxin Xue, Jackie Ma
2025 B conf
Efficient Federated Learning of Mixed-Token Transformers for Cellular Feature Prediction.
GLOBECOM
Daniel Becking, Jost Arndt, Ingo Friese, Karsten Müller, Jackie Ma, Thomas Buchholz, Mandy Galkow-Schneider, Wojciech Samek, Detlev Marpe
2025 J jnl
Multimodal Deep Learning for Prediction of Progression-Free Survival in Patients with Neuroendocrine Tumors Undergoing 177Lu-based Peptide Receptor Radionuclide Therapy.
CoRR
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
2025 J jnl
On the Predictive Skill of Artificial Intelligence-based Weather Models for Extreme Events using Uncertainty Quantification.
CoRR
Rodrigo Almeida, Noelia Otero, Miguel-Ángel Fernández-Torres, Jackie Ma
2025 J jnl
On the effectiveness of multimodal privileged knowledge distillation in two vision transformer based diagnostic applications.
CoRR
Simon Baur, Alexandra Benova, Emílio Dolgener Cantú, Jackie Ma
2025 J jnl
Spatially Resolved Meteorological and Ancillary Data in Central Europe for Rainfall Streamflow Modeling.
CoRR
Marc Aurel Vischer, Noelia Otero, Jackie Ma
2025 J jnl
Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs.
CoRR
Jost Arndt, Utku Isil, Michael Detzel, Wojciech Samek, Jackie Ma
2025 J jnl
Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs.
J. Data-centric Mach. Learn. Res.
Jost Arndt, Utku Isil, Michael Detzel, Wojciech Samek, Jackie Ma
2024 J jnl
Spatial Shortcuts in Graph Neural Controlled Differential Equations.
CoRR
Michael Detzel, Gabriel Nobis, Jackie Ma, Wojciech Samek
2024 — conf
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization.
ECCV Workshops (20)
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
2024 J jnl
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization.
CoRR
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
2023 J jnl
From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology.
Medical Image Anal.
Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma, Nils Strodthoff
2022 J jnl
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology.
CoRR
Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma, Nils Strodthoff
2021 J jnl
Block Partitioning Structure in the VVC Standard.
IEEE Trans. Circuits Syst. Video Technol.
Yu-Wen Huang, Jicheng An, Han Huang, Xiang Li, Shih-Ta Hsiang, Kai Zhang, Han Gao, Jackie Ma, Olena Chubach
2021 J jnl
On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy.
CoRR
Vignesh Srinivasan, Nils Strodthoff, Jackie Ma, Alexander Binder, Klaus-Robert Müller, Wojciech Samek
2020 J jnl
Anisotropic multiscale systems on bounded domains.
Adv. Comput. Math.
Philipp Grohs, Gitta Kutyniok, Jackie Ma, Philipp Petersen, Mones Raslan
2020 J jnl
Risk Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements.
CoRR
Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand
2020 J jnl
Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements.
npj Digit. Medicine
Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand
2020 J jnl
Video Compression Using Generalized Binary Partitioning, Trellis Coded Quantization, Perceptually Optimized Encoding, and Advanced Prediction and Transform Coding.
IEEE Trans. Circuits Syst. Video Technol.
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
2019 B conf
An Intra Subpartition Coding Mode for VVC.
ICIP
Santiago De-Luxán-Hernández, Valeri George, Jackie Ma, Tung Nguyen, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2019 B conf
Fast Partitioning Decision Strategies for The Upcoming Versatile Video Coding (VVC) Standard.
ICIP
Adam Wieckowski, Jackie Ma, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2019 C conf
Generalized binary splits: A versatile partitioning scheme for block-based hybrid video coding.
PCS
Adam Wieckowski, Jackie Ma, Valeri George, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2019 B conf
Recursive Partitioning Search Space Pruning Using Split Cost Prediction.
DCC
Adam Wieckowski, Jackie Ma, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2017 J jnl
Shearlet-based compressed sensing for fast 3D cardiac MR imaging using iterative reweighting.
CoRR
Jackie Ma, Maximilian März, Stephanie Funk, Jeanette Schulz-Menger, Gitta Kutyniok, Tobias Schaeffter, Christoph Kolbitsch
2015 J jnl
Linear Stable Sampling Rate: Optimality of 2D Wavelet Reconstructions from Fourier Measurements.
SIAM J. Math. Anal.
Ben Adcock, Anders C. Hansen, Gitta Kutyniok, Jackie Ma
2015 J jnl
Stable reconstructions for the analysis formulation of ℓ
CoRR
Jackie Ma