Method Drift›Parameter-efficient fine-tuning (LoRA family)
Tracked
Small Data, Big Noise
Small Data, Big Noise: Adversarial Training for Robust Parameter-Efficient Fine-TuningParameter-efficient fine-tuning (LoRA family) · first seen Jun 9, 2026
current frontier — recent, not yet superseded in the knowledge base
0 papers critique it · 0 beat it on benchmarks
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.