34 citations · 43 across the 4 of their papers we have counts for
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cs.CV2020★ 2 cited
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis
Prateek Katiyar, Anna Khoreva
Despite data augmentation being a de facto technique for boosting the performance of deep neural networks, little attention has been paid to developing augmentation strategies for…
cs.LG2020★ 6 cited
ResNet After All? Neural ODEs and Their Numerical Solution
Katharina Ott, Prateek Katiyar, Philipp Hennig +1
A key appeal of the recently proposed Neural Ordinary Differential Equation (ODE) framework is that it seems to provide a continuous-time extension of discrete residual neural netw…