Beomgu Kang

Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling

Subsampling significantly reduces the number of measurements, thereby streamlining data processing and transfer overhead, and shortening acquisition time across diverse real-world applications. The recently introduced Active Deep Probabilistic Subsampling (A-DPS) approach jointly optimizes both the…