Parameter Efficient

LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning

LST brings both Parameter and Memory Efficiency into transfer learning

VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks

Adapter-based Parameter-Efficient Training for V&L tasks - *[CVPR 2022](https://cvpr2022.thecvf.com)*