Charles Jones

25 papers A* 2Misc 1Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Elucidating the Design Space of Flow Matching for Cellular Microscopy.
CoRR
Charles Jones, Emmanuel Noutahi, Jason S. Hartford, Cian Eastwood
2025 J jnl
A Primer on Causal and Statistical Dataset Biases for Fair and Robust Image Analysis.
CoRR
Charles Jones, Ben Glocker
2025 — conf
Automatic Dataset Shift Identification to Support Safe Deployment of Medical Imaging AI.
MICCAI (7)
Mélanie Roschewitz, Raghav Mehta, Charles Jones, Ben Glocker
2025 J jnl
Flow Stochastic Segmentation Networks.
CoRR
Fabio De Sousa Ribeiro, Omar Todd, Charles Jones, Avinash Kori, Raghav Mehta, Ben Glocker
2025 J jnl
Representation Invariance and Allocation: When Subgroup Balance Matters.
CoRR
Anissa Alloula, Charles Jones, Zuzanna Skorniewska, Francesco Quinzan, Bartlomiej W. Papiez
2025 A* conf
Rethinking Fair Representation Learning for Performance-Sensitive Tasks.
ICLR
Charles Jones, Fabio De Sousa Ribeiro, Mélanie Roschewitz, Daniel C. Castro, Ben Glocker
2025 A* conf
Subgroups Matter for Robust Bias Mitigation.
ICML
Anissa Alloula, Charles Jones, Ben Glocker, Bartlomiej W. Papiez
2025 J jnl
Subgroups Matter for Robust Bias Mitigation.
CoRR
Anissa Alloula, Charles Jones, Ben Glocker, Bartlomiej W. Papiez
2024 J jnl
Automatic dataset shift identification to support root cause analysis of AI performance drift.
CoRR
Mélanie Roschewitz, Raghav Mehta, Charles Jones, Ben Glocker
2024 — conf
Mitigating Attribute Amplification in Counterfactual Image Generation.
MICCAI (10)
Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker
2024 J jnl
Mitigating attribute amplification in counterfactual image generation.
CoRR
Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker
2024 J jnl
Rethinking Fair Representation Learning for Performance-Sensitive Tasks.
CoRR
Charles Jones, Fabio De Sousa Ribeiro, Mélanie Roschewitz, Daniel C. Castro, Ben Glocker
2024 Misc conf
Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio.
ICASSP
Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock, Alican Akman
2023 J jnl
Developing effective wildfire risk mitigation plans for the wildland urban interface.
Int. J. Appl. Earth Obs. Geoinformation
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
2023 J jnl
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging.
CoRR
Charles Jones, Daniel C. Castro, Fabio De Sousa Ribeiro, Ozan Oktay, Melissa D. McCradden, Ben Glocker
2023 J jnl
Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio.
CoRR
Chia-Hsin Lin, Charles Jones, Björn W. Schuller, Harry Coppock
2023 — conf
The Role of Subgroup Separability in Group-Fair Medical Image Classification.
MICCAI (3)
Charles Jones, Mélanie Roschewitz, Ben Glocker
2023 J jnl
The Role of Subgroup Separability in Group-Fair Medical Image Classification.
CoRR
Charles Jones, Mélanie Roschewitz, Ben Glocker
2022 J jnl
Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias.
CoRR
Melanie Bernhardt, Charles Jones, Ben Glocker
2022 J jnl
Risk of Bias in Chest X-ray Foundation Models.
CoRR
Ben Glocker, Charles Jones, Melanie Bernhardt, Stefan Winzeck
2022 J jnl
Structured Uncertainty in the Observation Space of Variational Autoencoders.
CoRR
James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker
2022 J jnl
Structured Uncertainty in the Observation Space of Variational Autoencoders.
Trans. Mach. Learn. Res.
James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker
2020 J jnl
An Event-Driven Approach to Serverless Seismic Imaging in the Cloud.
IEEE Trans. Parallel Distributed Syst.
Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann
2019 J jnl
An Event-Driven Approach to Serverless Seismic Imaging in the Cloud.
CoRR
Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann
2019 J jnl
Serverless seismic imaging in the cloud.
CoRR
Philipp A. Witte, Mathias Louboutin, Charles Jones, Felix J. Herrmann