Vector Quantization With Self-Attention for Quality-Independent Representation Learning

no code implementations • CVPR 2023 • Zhou Yang, Weisheng Dong, Xin Li, Mengluan Huang, Yulin Sun, Guangming Shi

During training, we enforce the quantization of features from clean and corrupted images in the same discrete embedding space so that an invariant quality-independent feature representation can be learned to improve the recognition robustness of low-quality images.

Data Augmentation Image Restoration +2