Charles Jones

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

Achievements

🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

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)

Keywords

uncertainty quantification (1) medical image segmentation (1) probabilistic segmentation (1) generative model (1) autoregressive model (1) flow-based model (1) continuous-time flow (1)

Papers

Flow Stochastic Segmentation Networks ICCV 2025

Rethinking Fair Representation Learning for Performance-Sensitive Tasks ICLR 2025

Subgroups Matter for Robust Bias Mitigation ICML 2025

Automatic dataset shift identification to support safe deployment of medical imaging AI MICCAI 2025

Mitigating attribute amplification in counterfactual image generation MICCAI 2024