ProbeLog represents each classifier output by its responses to fixed probe images and uses CLIP to answer text queries, achieving 43.8% top-1 accuracy when searching 1,500 ImageNet-trained models for a concept.
Spann: Highly-efficient billion-scale approximate nearest neighborhood search
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights
ProbeLog represents each classifier output by its responses to fixed probe images and uses CLIP to answer text queries, achieving 43.8% top-1 accuracy when searching 1,500 ImageNet-trained models for a concept.