🏢 Czech Technical University in Prague
UDON: Universal Dynamic Online distillatioN for generic image representations
·2160 words·11 mins·
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Computer Vision
Image Representation Learning
🏢 Czech Technical University in Prague
UDON: a novel multi-teacher online distillation method creates highly efficient universal image embeddings by dynamically transferring domain-specific knowledge and adapting to imbalanced data.
Constrained Binary Decision Making
·1365 words·7 mins·
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AI Theory
Optimization
🏢 Czech Technical University in Prague
This paper presents a unified framework for solving binary statistical decision-making problems, enabling efficient derivation of optimal strategies for diverse applications like OOD detection and sel…