5 citations · 9 across the 3 of their papers we have counts for
3 papers
Can Perceptual Guidance Lead to Semantically Explainable Adversarial Perturbations?
P Charantej Reddy, Aditya Siripuram, Sumohana S. Channappayya
It is well known that carefully crafted imperceptible perturbations can cause state-of-the-art deep learning classification models to misclassify. Understanding and analyzing these…
Computing the Discrete Fourier Transform of signals with spectral frequency support
P Charantej Reddy, V S S Prabhu Tej, Aditya Siripuram +1
We consider the problem of finding the Discrete Fourier Transform (DFT) of length signals with known frequency support of size . When is a power of 2 and the frequency…
Graph learning under spectral sparsity constraints
B. Subbareddy, Aditya Siripuram, Jingxin Zhang
Graph inference plays an essential role in machine learning, pattern recognition, and classification. Signal processing based approaches in literature generally assume some variati…