Mauricio Reyes
5 papers · 2019–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge
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Keyword Pioneer
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Conference Pioneer
Conferences
AAAI (2)
MIDL (2)
MICCAI (1)
Top co-authors
Keywords
active learning
(2)
medical imaging
(2)
data augmentation
(1)
multi-label classification
(1)
image reconstruction
(1)
zero-order optimization
(1)
convolutional neural network
(1)
graph attention network
(1)
visual prompt
(1)
multi-label active learning
(1)
graph attention transformer
(1)
chest xray classification
(1)
informative sample selection
(1)
inter-label relationship
(1)
magnetic resonance fingerprinting
(1)
prompt instability
(1)
spatiotemporal reconstruction
(1)
quantitative imaging
(1)
Papers
VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging
AAAI 2026
On the Interplay of Human-AI Alignment, Fairness, and Performance Trade-offs in Medical Imaging
MICCAI 2025
Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification
AAAI 2024
Comparing the Performance of Radiation Oncologists versus a Deep Learning Dose Predictor to Estimate Dosimetric Impact of Segmentation Variations for Radiotherapy
MIDL 2024
On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting
MIDL 2019