Edgar Casasola-Murillo
2 papers · Latest:
Computer Vision
Self-Supervised Representation Learning via Hyperspherical Density Shaping
HyDeS is a theoretically grounded self-supervised learning method using hyperspherical density shaping for multi-view mutual information maximization.
2604.24498
Information RetrievalGeometric Analysis of Self-Supervised Vision Representations for Semantic Image Retrieval
This paper analyzes how the geometric properties of self-supervised vision representations impact approximate nearest neighbor search for semantic image retrieval.
2604.24469
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