AdaCount introduces similarity-guided spatial warping and feature modulation to adapt SAM3 for improved training-free zero-shot object counting, claiming new SOTA results on six benchmarks.
Open-world text-specifed object counting
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
AdaCount: Training-Free Similarity-Guided Spatial and Feature Adaptation for Zero-Shot Object Counting
AdaCount introduces similarity-guided spatial warping and feature modulation to adapt SAM3 for improved training-free zero-shot object counting, claiming new SOTA results on six benchmarks.