Publications

EffBin: Efficient Face Recognition via Binary Neural Networks

Face recognition models have achieved remarkable advances through deep learning, with many techniques matching or surpassing …

Susim M Roy, Bharat Yalavarthi, Nalini Ratha

EffBin: Efficient Face Recognition via Binary Neural Networks

Efficient Convolutions using Box-Filters for Low-Latency Image Processing

The convolution operator in Convolutional Neural Networks (CNNs) has been a crucial aspect of success in various computer vision tasks. …

Susim M Roy, Bharat Yalavarthi, Nalini Ratha

Efficient Convolutions using Box-Filters for Low-Latency Image Processing

Discerning the Chaos: Detecting Adversarial Perturbations while Disentangling Intentional from Unintentional Noises

Deep learning models, such as those used for face recognition and attribute prediction, are susceptible to manipulations like …

Anubhooti Jain, Susim M Roy, Kwanit Gupta, Mayank Vatsa, Richa Singh

Discerning the Chaos: Detecting Adversarial Perturbations while Disentangling Intentional from Unintentional Noises

RefMOS: A Robust Referred Moving Object Segmentation framework based on text query

Referred Moving object segmentation is a very challenging task in automated video surveillance applications as it requires additional …

Prafulla Saxena, Susim M Roy, Santosh K Vipparthi, Dinesh K Tyagi, Subrahmanyam Murala, R. Balasubramanian

RefMOS: A Robust Referred Moving Object Segmentation framework based on text query

An example preprint / working paper

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Susim Mukul Roy

An example preprint / working paper

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex sollicitudin condimentum.

Susim Mukul Roy, Robert Ford

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