Christos-Savvas Bouganis
6 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Half
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(12)
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Research topics
Keywords
selective classification
(2)
image generation
(1)
blind deconvolution
(1)
uncertainty quantification
(1)
neural architecture search
(1)
neural network optimization
(1)
label smoothing
(1)
low-rank approximation
(1)
early exit
(1)
image registration
(1)
gradient descent
(1)
probabilistic pca
(1)
probabilistic principal component analysis
(1)
training efficiency
(1)
convolutional neural network
(1)
low-rank adaptation
(1)
uncertainty estimation
(1)
model efficiency
(1)
latency optimization
(1)
bayesian prior
(1)
Papers
Cached Multi-Lora Composition for Multi-Concept Image Generation
ICLR 2025
Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It
ICLR 2025
SVD-NAS: Coupling Low-Rank Approximation and Neural Architecture Search
WACV 2023
Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single Models
ICCV 2023
Multi-Precision Policy Enforced Training (MuPPET) : A Precision-Switching Strategy for Quantised Fixed-Point Training of CNNs
ICML 2020
Robust Multi-Image Based Blind Face Hallucination
CVPR 2015