DiffRIS combines frozen Stable Diffusion and CLIP encoders with a new text adapter and decoder to set a new state-of-the-art mean IoU on three referring remote sensing image segmentation benchmarks.
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
-
DiffRIS: Enhancing Referring Remote Sensing Image Segmentation with Pre-trained Text-to-Image Diffusion Models
DiffRIS combines frozen Stable Diffusion and CLIP encoders with a new text adapter and decoder to set a new state-of-the-art mean IoU on three referring remote sensing image segmentation benchmarks.