34 citations · 34 across the 2 of their papers we have counts for
3 papers
PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding
Kanish Garg, Ajeet kumar Singh, Dorien Herremans +1
Generating an image from a provided descriptive text is quite a challenging task because of the difficulty in incorporating perceptual information (object shapes, colors, and their…
Few Shot Speaker Recognition using Deep Neural Networks
Prashant Anand, Ajeet Kumar Singh, Siddharth Srivastava +1
The recent advances in deep learning are mostly driven by availability of large amount of training data. However, availability of such data is not always possible for specific task…
Deep Embedding using Bayesian Risk Minimization with Application to Sketch Recognition
Anand Mishra, Ajeet Kumar Singh
In this paper, we address the problem of hand-drawn sketch recognition. Inspired by the Bayesian decision theory, we present a deep metric learning loss with the objective to minim…