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20202025
most citedTowards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers

2 citations · 6 across the 10 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.LG2020

Iterative label cleaning for transductive and semi-supervised few-shot learning

Michalis Lazarou, Tania Stathaki, Yannis Avrithis

Few-shot learning amounts to learning representations and acquiring knowledge such that novel tasks may be solved with both supervision and data being limited. Improved performance…

cs.LG2020★ 1 cited

GENNI: Visualising the Geometry of Equivalences for Neural Network Identifiability

Daniel Lengyel, Janith Petangoda, Isak Falk +5

We propose an efficient algorithm to visualise symmetries in neural networks. Typically, models are defined with respect to a parameter space, where non-equal parameters can produc…