Eleni Triantafillou Profile picture
Ph.D. in Machine Learning from the University of Toronto / Vector Institute.
May 19, 2021 8 tweets 3 min read
Really excited to share our latest progress on few-shot classification on the Meta-Dataset benchmark (w/ @hugo_larochelle, @zemelgroup and @dumoulinv) that will appear in #ICML2021: arxiv.org/abs/2105.07029

Keep reading to find out more 👇🧵 Despite exciting progress on Meta-Dataset’s ‘weak generalization’ tasks where the goal is to learn held-out classes of *seen* datasets from few examples, the improvement of recent work is much smaller on the ‘strong generalization’ ones that present classes from *unseen* datasets Image