A Federated Learning-Friendly Approach for Parameter-Efficient Fine-Tuning of SAM in 3D Segmentation.
Mothilal AsokanJoseph Geo BenjaminMohammad YaqubKarthik NandakumarPublished in: CoRR (2024)
Keyphrases
- fine tuning
- learning algorithm
- knowledge acquisition
- learning tasks
- image segmentation
- learning process
- active learning
- learning problems
- unsupervised learning
- distributed systems
- domain specific
- reinforcement learning
- multiscale
- neural network
- viable alternative
- learning community
- medical imaging
- learning systems
- online learning
- medical images
- semi supervised
- prior knowledge
- mobile devices
- support vector
- machine learning