conftrace_

Cosmin I. Bercea

5 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🚀 Conference Pioneer

Venues

MICCAI (3) MIDL (1) WACV (1)

Top co-authors

Julia A. Schnabel (3) Benedikt Wiestler (2) Daniel Rueckert (2) Che Liu (1) Rossella Arcucci (1) Aasa Feragen (1) Anders N. Christensen (1) Julia A Schnabel (1) Martin G. Tolsgaard (1) Maxime Di Folco (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Architectures (1) Core AI (1) Learning Types (1)

Keywords

domain adaptation (1) medical imaging (1) visual grounding (1) brain imaging (1) vision-language model (1) unsupervised anomaly detection (1) anomaly localization (1) knowledge decomposition (1) abnormality grounding (1) pathology screening (1) pseudo-healthy reconstruction (1)

Papers

Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding WACV 2026 Influence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound MICCAI 2025 Diffusion Models with Implicit Guidance for Medical Anomaly Detection MICCAI 2024 Interpretable Representation Learning of Cardiac MRI via Attribute Regularization MICCAI 2024 Generalizing Unsupervised Anomaly Detection: Towards Unbiased Pathology Screening MIDL 2023