Learning the essential in less than 2k additional weights - a simple approach to improve image classification stability under corruptions.
Kai BäuerlePatrick MüllerSyed Muhammad KazimIvo IhrkeMargret KeuperPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- image classification
- learning algorithm
- learning process
- learning systems
- stability analysis
- visual recognition
- weighted sum
- active learning
- prior knowledge
- feature extraction
- case study
- online learning
- knowledge acquisition
- background knowledge
- mobile learning
- learning tasks
- learning problems
- learning scenarios
- incremental learning
- mobile devices