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cs.LG2022
ICRICS: Iterative Compensation Recovery for Image Compressive Sensing
Honggui Li, Maria Trocan, Dimitri Galayko +1
Closed-loop architecture is widely utilized in automatic control systems and attain distinguished performance. However, classical compressive sensing systems employ open-loop archi…
cs.LG2021
Cascade Decoders-Based Autoencoders for Image Reconstruction
Honggui Li, Dimitri Galayko, Maria Trocan +1
Autoencoders are composed of coding and decoding units, hence they hold the inherent potential of high-performance data compression and signal compressed sensing. The main disadvan…