Mukesh Singhal

Adversarial Defense Through High Frequency Loss Variational Autoencoder Decoder and Bayesian Update With Collective Voting

Zhixun He, Mukesh Singhal, 2021, 2021 17th International Conference on Machine Vision and Applications (MVA).

Survey on Recent Active Learning Methods for Deep Learning

Mohammad Reza Khosravi, Azar Alizadeh, Mukesh Singhal, 2021 .

Second-Order Trust-Region Optimization for Data-Limited Inference

Roummel F. Marcia, Omar DeGuchy, Mukesh Singhal, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

An EM-based optimization of synthetic reduced nearest neighbor model towards multiple modalities representation with human interpretability

Mohammad R. Khosravi, Peyman Tavallali, Pooya Tavallali, 2021, Multimedia Tools and Applications.

Adversarial Poisoning Attacks and Defense for General Multi-Class Models Based On Synthetic Reduced Nearest Neighbors pdf

Vahid Behzadan, Peyman Tavallali, Pooya Tavallali, 2021, ArXiv.