Why Does DARTS Miss the Target, and How Do We Aim to Fix It?

In this blog post, we will dissect and explain ‘Rethinking Architecture Selection in Differentiable NAS’ from ICLR 2021 [Wang et al., 2021]. This paper is closely tied to two prior works: DARTS [Liu et al., 2019] and a response to DARTS [Zela et al., 2020]. We will first establish context by examining these works. Then, we will return focus to [Wang et al., 2021].


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