2025
Locality Preserving Markovian Transition for Instance Retrieval
ICML 2025poster
Diffusion-based re-ranking methods are effective in modeling the data manifolds through similarity propagation in affinity graphs. However, positive signals tend to diminish over several steps away from the source, reducing discriminative power beyond local regions. To address this issue, we introdu…