2026
Transform-Free Feature Coding via Entropy-Constrained Vector Quantization
AAAI 2026technical
Feature coding has recently emerged as a key technique for efficient transmission of intermediate representations in distributed AI systems. Existing approaches largely follow a transform-based pipeline inherited from image and video coding, where the transform module is used to remove spatial struc