Stergios Christodoulidis
10 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🤝 Dynamic Duo (10) 💎 Century Club · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Healthcare & Medicine
(4)
Machine Learning
(4)
Clinical
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Bayesian & Probabilistic
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
multiple instance learning
(4)
digital pathology
(3)
whole slide image
(2)
medical imaging
(2)
foundation model
(2)
probabilistic modeling
(2)
deep learning
(1)
gaussian process
(1)
generative model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
vision-language model
(1)
uncertainty estimation
(1)
parameter-efficient adaptation
(1)
random matrix
(1)
self attention
(1)
context-aware representation
(1)
counterfactual intervention
(1)
computational pathology
(1)
semantic proximity
(1)
Papers
Context-Aware Patch Representations for Multiple Instance Learning
MIDL 2026
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
SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning
CVPR 2026
Biologically-Constrained Multi-Label Classification with Learnable Domain Knowledge
MIDL 2025
Conditional Latent Diffusion Models for Irregularly Spaced Longitudinal Radiological Data
MICCAI 2025
Controllable Latent Space Augmentation for Digital Pathology
ICCV 2025
Preface for International Conference on Medical Imaging with Deep Learning 2024
MIDL 2024
ViG-Bias: Visually Grounded Bias Discovery and Mitigation
ECCV 2024