204 citations · 491 across the 17 of their papers we have counts for
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cs.LG2023
How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor
Hrushikesh Loya, Łukasz Dudziak, Abhinav Mehrotra +4
Neural architecture search has proven to be a powerful approach to designing and refining neural networks, often boosting their performance and efficiency over manually-designed va…
cs.CV2023
Neural Fine-Tuning Search for Few-Shot Learning
Panagiotis Eustratiadis, Łukasz Dudziak, Da Li +1
In few-shot recognition, a classifier that has been trained on one set of classes is required to rapidly adapt and generalize to a disjoint, novel set of classes. To that end, rece…