18 citations · 70 across the 16 of their papers we have counts for
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cs.LG2021★ 5 cited
More Than Meets The Eye: Semi-supervised Learning Under Non-IID Data
Saul Calderon-Ramirez, Luis Oala
A common heuristic in semi-supervised deep learning (SSDL) is to select unlabelled data based on a notion of semantic similarity to the labelled data. For example, labelled images…
cs.LG2021★ 1 cited
Post-Hoc Domain Adaptation via Guided Data Homogenization
Kurt Willis, Luis Oala
Addressing shifts in data distributions is an important prerequisite for the deployment of deep learning models to real-world settings. A general approach to this problem involves…