Petru-Daniel Tudosiu

5 papers · 2020–2024 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

MIDL (2) NeurIPS (2) CVPR (1)

Top co-authors

Sébastien Ourselin (2) Parashkev Nachev (2) Shifeng Zhang (2) M. Jorge Cardoso (2) Yongxin Yang (2) Sarah Parisot (2) Walter Hugo Lopez Pinaya (2) Mariana da Silva (1) James T Teo (1) Jean-Marie U-King-Im (1)

Research topics

Deep Learning (5) Models (4) Computer Vision (3) Machine Learning (3) Artificial Intelligence (2) Application Areas (2) Architectures (2) Core AI (2) Generation (2) Healthcare & Medicine (1) Analysis (1) Clinical (1) Core Methods (1) Domain-Specific (1) Learning Types (1)

Keywords

variational autoencoder (2) text-to-image generation (2) transformer architecture (1) image segmentation (1) image generation (1) anomaly detection (1) uncertainty quantification (1) instance segmentation (1) feature attribution (1) brain imaging (1) interpretable classification (1) diffusion model (1) disentangled representation (1) out-of-distribution detection (1) generative adversarial network (1) multi-layer composition (1) instance generation (1) layout conditioning (1) anomaly segmentation (1) image composition (1)

Papers

Generating compositional scenes via Text-to-image RGBA Instance Generation NeurIPS 2024 MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation CVPR 2024 Transformer-based out-of-distribution detection for clinically safe segmentation MIDL 2022 Unsupervised Brain Anomaly Detection and Segmentation with Transformers MIDL 2021 ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NeurIPS 2020