Task-Oriented Lossy Compression with Data, Perception, and Classification Constraints

Yuhan Wang, Youlong Wu, Shuai Ma +1

By extracting task-relevant information while maximally compressing the input, the information bottleneck (IB) principle has provided a guideline for learning effective and robust…