ALOR combines retrieval-augmented open data, contrastive finetuning of a VLM, and tail-first sampling to improve active learning accuracy on five image benchmarks.
Gone fishing: Neural active learning with fisher embeddings
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
-
Active Learning via Vision-Language Model Adaptation with Open Data
ALOR combines retrieval-augmented open data, contrastive finetuning of a VLM, and tail-first sampling to improve active learning accuracy on five image benchmarks.