AHC: Meta-Learned Adaptive Compression for Tiny AI on Microcontrollers
Researchers developed Adaptive Hierarchical Compression (AHC), a meta-learning framework for efficient continual object detection on microcontrollers with under 100KB memory. AHC adapts to evolving task distributions, addressing limitations of fixed compression strategies.