Zhan Ma

Perception-Oriented Latent Coding for High-Performance Compressed Domain Semantic Inference

2025 · arXiv (Cornell University)

In recent years, compressed domain semantic inference has primarily relied on learned image coding models optimized for mean squared error (MSE). However, MSE-oriented optimization tends to yield latent spaces with limited semantic richness, which hinders …