no code implementations • 10 Jun 2022 • Rima Alaifari, Giovanni S. Alberti, Tandri Gauksson
As interest in deep neural networks (DNNs) for image reconstruction tasks grows, their reliability has been called into question (Antun et al., 2020; Gottschling et al., 2020).
2 code implementations • ICLR 2019 • Rima Alaifari, Giovanni S. Alberti, Tandri Gauksson
While deep neural networks have proven to be a powerful tool for many recognition and classification tasks, their stability properties are still not well understood.