5 papers
CAMP-HiVe: Cyclic Pair Merging based Efficient DNN Pruning with Hessian-Vector Approximation for Resource-Constrained Systems
Mohammad Helal Uddin, Sai Krishna Ghanta, Liam Seymour +1
Deep learning algorithms are becoming an essential component of many artificial intelligence (AI) driven applications, many of which run on resource-constrained and energy-constrai…
Breast Cancer Segmentation using Attention-based Convolutional Network and Explainable AI
Jai Vardhan, Taraka Satya Krishna Teja Malisetti
Breast cancer (BC) remains a significant health threat, with no long-term cure currently available. Early detection is crucial, yet mammography interpretation is hindered by high f…
Automated Speaker Independent Visual Speech Recognition: A Comprehensive Survey
Praneeth Nemani, G. Sai Krishna, Supriya Kundrapu
Speaker-independent VSR is a complex task that involves identifying spoken words or phrases from video recordings of a speaker's facial movements. Over the years, there has been a…
Adversarial Security and Differential Privacy in mmWave Beam Prediction in 6G networks
Ghanta Sai Krishna, Kundrapu Supriya, Sanskar Singh +1
In the forthcoming era of 6G, the mmWave communication is envisioned to be used in dense user scenarios with high bandwidth requirements, that necessitate efficient and accurate be…
A Novel end-to-end Framework for Occluded Pixel Reconstruction with Spatio-temporal Features for Improved Person Re-identification
Prathistith Raj Medi, Ghanta Sai Krishna, Praneeth Nemani +2
Person re-identification is vital for monitoring and tracking crowd movement to enhance public security. However, re-identification in the presence of occlusion substantially reduc…