Results for “upscaling”

Optimizes Qdrant query performance for large limits across multiple shards by using Poisson-distributed subsampling to reduce inter-shard data transfer.

Embeds target and source image parquets, then mines nearest-neighbour source images for augmentation in VCN AOI workflows.

Augments nearest-neighbour search with graph Laplacian features to retrieve items based on both semantic similarity and structural role.