approximate nearest neighbor search 1dynamic graphs 1exploratory search 1graph algorithms 1graph-based indexing 1graph construction 1multimedia datasets 1multimedia retrieval 1nearest neighbor search 1online indexing 1
From the 2 of 5 linked papers with an AI index.
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cs.CV2025
Creating Sorted Grid Layouts with Gradient-based Optimization
Kai Uwe Barthel, Florian Tim Barthel, Peter Eisert +2
Visually sorted grid layouts provide an efficient method for organizing high-dimensional vectors in two-dimensional space by aligning spatial proximity with similarity relationship…
cs.CV2024
Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment
Konstantin Schall, Kai Uwe Barthel, Nico Hezel +1
Contrastive Language and Image Pairing (CLIP), a transformative method in multimedia retrieval, typically trains two neural networks concurrently to generate joint embeddings for t…