14 citations · 18 across the 7 of their papers we have counts for
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cs.CV2022★ 1 cited
Prompt Tuning for Parameter-efficient Medical Image Segmentation
Marc Fischer, Alexander Bartler, Bin Yang
Neural networks pre-trained on a self-supervision scheme have become the standard when operating in data rich environments with scarce annotations. As such, fine-tuning a model to…
cs.LG2022
TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision
Alexander Bartler, Florian Bender, Felix Wiewel +1
Nowadays, deep neural networks outperform humans in many tasks. However, if the input distribution drifts away from the one used in training, their performance drops significantly.…