A training-free, confidence-gated iterative in-context learning framework substantially improves out-of-distribution video understanding in QA, classification, and captioning.
Capera: Captioning events in aerial videos
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
dataset 1
citation-polarity summary
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1roles
dataset 1polarities
use dataset 1representative citing papers
citing papers explorer
-
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding
A training-free, confidence-gated iterative in-context learning framework substantially improves out-of-distribution video understanding in QA, classification, and captioning.