Petru-Daniel Tudosiu
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Cross-Pollinator (11) ๐ Renaissance Researcher (5)
๐บ๏ธ
Taxonomy Completionist
(16)
๐ฃ
Hot Topic Early Bird
Conferences
MIDL (2)
NIPS (2)
CVPR (1)
Top co-authors
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
NIPS 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
NIPS 2020