34 citations · 43 across the 4 of their papers we have counts for
4 papers
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…
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…
Grid Saliency for Context Explanations of Semantic Segmentation
Lukas Hoyer, Mauricio Munoz, Prateek Katiyar +2
Recently, there has been a growing interest in developing saliency methods that provide visual explanations of network predictions. Still, the usability of existing methods is limi…
A Fast Statistical Method for Multilevel Thresholding in Wavelet Domain
Madhur Srivastava, Prateek Katiyar, Yashwant Yashu +2
An algorithm is proposed for the segmentation of image into multiple levels using mean and standard deviation in the wavelet domain. The procedure provides for variable size segmen…