MemFLoRA: Memory-Floor LoRA for CNN Adaptation at the Edge

Mehmet Emre Akbulut, Johannes Geier, Ulf Schlichtmann

On-device learning is necessary when the model encounters user-,sensor-, or environment-specific shifts after deployment. Although parameter-efficient fine-tuning (PEFT) methods, p…