Charles Jones

5 papers · 2024–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🚀 Conference Pioneer

Venues

MICCAI (2) ICCV (1) ICLR (1) ICML (1)

Top co-authors

Ben Glocker (5) Mélanie Roschewitz (3) Fabio De Sousa Ribeiro (3) Raghav Mehta (2) Bartlomiej Papiez (1) Anissa Alloula (1) Avinash Kori (1) Daniel C. Castro (1) Tian Xia (1) Omar Todd (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Deep Learning (2) Application Areas (2) Core AI (2) Core Methods (2) Computer Vision (1) Healthcare & Medicine (1) Architectures (1) Bayesian & Probabilistic (1) Clinical (1) Models (1) Optimization & Theory (1) Processing (1)

Keywords

bias mitigation (2) uncertainty quantification (1) medical imaging (1) fairness (1) medical image segmentation (1) theoretical analysis (1) distribution shift (1) probabilistic segmentation (1) generative model (1) autoregressive model (1) flow-based model (1) dataset bia (1) fair representation learning (1) language classification (1) vision task (1) continuous-time flow (1) causal inference (1) subgroup (1)

Papers

Automatic dataset shift identification to support safe deployment of medical imaging AI MICCAI 2025 Flow Stochastic Segmentation Networks ICCV 2025 Rethinking Fair Representation Learning for Performance-Sensitive Tasks ICLR 2025 Subgroups Matter for Robust Bias Mitigation ICML 2025 Mitigating attribute amplification in counterfactual image generation MICCAI 2024