X-Agent adds agent tokens, chosen by optimal-transport affinity between text and visual keys, to CLIP attention, reporting marginal mIoU gains (0.1-0.6%) over prior OVSS methods.
Title resolution pending
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
-
Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
X-Agent adds agent tokens, chosen by optimal-transport affinity between text and visual keys, to CLIP attention, reporting marginal mIoU gains (0.1-0.6%) over prior OVSS methods.