Stergios Christodoulidis
9 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
MIDL (4)
WACV (2)
ECCV (1)
ICCV (1)
MICCAI (1)
Top co-authors
Keywords
multiple instance learning
(4)
digital pathology
(3)
foundation model
(2)
probabilistic modeling
(2)
multi-label classification
(1)
weak supervision
(1)
gaussian process
(1)
generative model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
whole slide image
(1)
parameter-efficient adaptation
(1)
random matrix
(1)
self attention
(1)
context-aware representation
(1)
counterfactual intervention
(1)
computational pathology
(1)
whole-slide image
(1)
probabilistic adaptation
(1)
biological constraint
(1)
Papers
Counterfactual Intervention in Attention Multiple Instance Learning For Digital Pathology
MIDL 2026
PVeRA: Probabilistic Vector-Based Random Matrix Adaptation
WACV 2026
SGPMIL: Sparse Gaussian Process Multiple Instance Learning
WACV 2026
Context-Aware Patch Representations for Multiple Instance Learning
MIDL 2026
Biologically-Constrained Multi-Label Classification with Learnable Domain Knowledge
MIDL 2025
Controllable Latent Space Augmentation for Digital Pathology
ICCV 2025
Conditional Latent Diffusion Models for Irregularly Spaced Longitudinal Radiological Data
MICCAI 2025
ViG-Bias: Visually Grounded Bias Discovery and Mitigation
ECCV 2024
Preface for International Conference on Medical Imaging with Deep Learning 2024
MIDL 2024