Charles Jones

According to our database, Charles Jones authored at least 20 papers between 2019 and 2026.

Collaborative distances:

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

2026

OpenSeisML: Open Large-Scale Real Seismic and well-log Dataset for Generative AI.

Ipsita Bhar, Huseyin Tuna Erdinc, Thales Souza, Charles Jones, Felix J. Herrmann

CoRR, May, 2026

Elucidating the Design Space of Flow Matching for Cellular Microscopy.

Charles Jones, Emmanuel Noutahi, Jason S. Hartford, Cian Eastwood

CoRR, March, 2026

2025

Representation Invariance and Allocation: When Subgroup Balance Matters.

Anissa Alloula, Charles Jones, Zuzanna Skorniewska, Francesco Quinzan, Bartlomiej W. Papiez

CoRR, December, 2025

A Primer on Causal and Statistical Dataset Biases for Fair and Robust Image Analysis.

Charles Jones, Ben Glocker

CoRR, September, 2025

Automatic Dataset Shift Identification to Support Safe Deployment of Medical Imaging AI.

Mélanie Roschewitz, Raghav Mehta, Charles Jones, Ben Glocker

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Subgroups Matter for Robust Bias Mitigation.

Anissa Alloula, Charles Jones, Ben Glocker, Bartlomiej W. Papiez

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Rethinking Fair Representation Learning for Performance-Sensitive Tasks.

Charles Jones, Fabio De Sousa Ribeiro, Mélanie Roschewitz, Daniel C. Castro, Ben Glocker

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Flow Stochastic Segmentation Networks.

Fabio De Sousa Ribeiro, Omar Todd, Charles Jones, Avinash Kori, Raghav Mehta, Ben Glocker

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Automatic dataset shift identification to support root cause analysis of AI performance drift.

Mélanie Roschewitz, Raghav Mehta, Charles Jones, Ben Glocker

CoRR, 2024

Mitigating Attribute Amplification in Counterfactual Image Generation.

Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio.

Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock, Alican Akman

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Developing effective wildfire risk mitigation plans for the wildland urban interface.

Alan T. Murray, Jiwon Baik, Vanessa Echeverri Figueroa, Darlene Rini, Max A. Moritz, Dar A. Roberts, Stuart H. Sweeney, Leila M. V. Carvalho, Charles Jones

Int. J. Appl. Earth Obs. Geoinformation, November, 2023

Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio.

Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock

CoRR, 2023

No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging.

Charles Jones, Daniel C. Castro, Fabio De Sousa Ribeiro, Ozan Oktay, Melissa D. McCradden, Ben Glocker

CoRR, 2023

The Role of Subgroup Separability in Group-Fair Medical Image Classification.

Charles Jones, Mélanie Roschewitz, Ben Glocker

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Structured Uncertainty in the Observation Space of Variational Autoencoders.

James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker

Trans. Mach. Learn. Res., 2022

Risk of Bias in Chest X-ray Foundation Models.

Ben Glocker, Charles Jones, Melanie Bernhardt, Stefan Winzeck

CoRR, 2022

Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias.

Melanie Bernhardt, Charles Jones, Ben Glocker

CoRR, 2022

2020

An Event-Driven Approach to Serverless Seismic Imaging in the Cloud.

Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann

IEEE Trans. Parallel Distributed Syst., 2020

2019

Serverless seismic imaging in the cloud.

Philipp A. Witte, Mathias Louboutin, Charles Jones, Felix J. Herrmann

CoRR, 2019