SegAssist uses CLIP's dense predictions to filter uncertain test images for oracle labeling, improving incremental discovery of unseen classes in test-time adaptation.
A simple signal for domain shift
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Segmentation Assisted Incremental Test Time Adaptation in an Open World
SegAssist uses CLIP's dense predictions to filter uncertain test images for oracle labeling, improving incremental discovery of unseen classes in test-time adaptation.