2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2024★ 1 cited
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…
cs.IR2023★ 2 cited
Fast Approximate Nearest Neighbor Search with a Dynamic Exploration Graph using Continuous Refinement
Nico Hezel, Kai Uwe Barthel, Konstantin Schall +1
For approximate nearest neighbor search, graph-based algorithms have shown to offer the best trade-off between accuracy and search time. We propose the Dynamic Exploration Graph (D…