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cs.CV2024
Foundation Model or Finetune? Evaluation of few-shot semantic segmentation for river pollution
Marga Don, Stijn Pinson, Blanca Guillen Cebrian +1
Foundation models (FMs) are a popular topic of research in AI. Their ability to generalize to new tasks and datasets without retraining or needing an abundance of data makes them a…
cs.CV2024
The Common Stability Mechanism behind most Self-Supervised Learning Approaches
Abhishek Jha, Matthew B. Blaschko, Yuki M. Asano +1
Last couple of years have witnessed a tremendous progress in self-supervised learning (SSL), the success of which can be attributed to the introduction of useful inductive biases i…