2 papers
eess.IV2025
Variable Rate Image Compression via N-Gram Context based Swin-transformer
Priyanka Mudgal
This paper presents an N-gram context-based Swin Transformer for learned image compression. Our method achieves variable-rate compression with a single model. By incorporating N-gr…
cs.CV2025
Enhancing Learned Image Compression via Cross Window-based Attention
Priyanka Mudgal, Feng Liu
In recent years, learned image compression methods have demonstrated superior rate-distortion performance compared to traditional image compression methods. Recent methods utilize…