6 citations · 14 across the 3 of their papers we have counts for
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cs.LG2019
Augmented Memory Networks for Streaming-Based Active One-Shot Learning
Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva +1
One of the major challenges in training deep architectures for predictive tasks is the scarcity and cost of labeled training data. Active Learning (AL) is one way of addressing thi…
cs.CV2019
Dual Active Sampling on Batch-Incremental Active Learning
Johan Phan, Massimiliano Ruocco, Francesco Scibilia
Recently, Convolutional Neural Networks (CNNs) have shown unprecedented success in the field of computer vision, especially on challenging image classification tasks by relying on…