Semi-Supervised Deep Expectation-Maximization for Low-Dose Pet-Ct. - Vatsala Sharma; Ansh Khurana; Sriram Yenamandra; Suyash P. Awate (ISBI, 2022)

DRL-Based Robust Transmission for Sub-Connected Active RIS-Assisted Communications. - Vatsala Sharma; Anal Paul; Sandeep Kumar Singh 005; Keshav Singh; Sudip Biswas; Meng-Lin Ku (GLOBECOM (Workshops), 2023)

FEEL-enhanced Edge Computing in Energy Constrained UAV-aided IoT Networks. - Vatsala Sharma; Prajwalita Saikia; Sandeep Kumar Singh 005; Keshav Singh; Wan-Jen Huang; Sudip Biswas (WCNC, 2023)

Adversarial EM For Partially-Supervised Image-Quality Enhancement: Application To Low-Dose Pet Imaging. - Vatsala Sharma; Suyash P. Awate (ICIP, 2024)

Adversarial EM for variational deep learning: Application to semi-supervised image quality enhancement in low-dose PET and low-dose CT. - Vatsala Sharma; Suyash P. Awate (Medical Image Anal., 2024)

Robust Transmission for Energy-Efficient Sub-Connected Active RIS-Assisted Wireless Networks: DRL Versus Traditional Optimization. - Vatsala Sharma; Anal Paul; Sandeep Kumar Singh 005; Keshav Singh; Sudip Biswas (IEEE Trans. Green Commun. Netw., 2024)

Bayesian Learning with Stochastic Perturbations and Langevin Expectation Maximization for Unsupervised DNN Image Quality Enhancement. - Vatsala Sharma; Suyash P. Awate (IPMI (1), 2025)

On the Role of Adversarial Perturbations in Unsupervised Deep Learning for Enhancing Image Quality of Degraded Medical-Images. - Vatsala Sharma; Ashwin Goyal; Suyash P. Awate (ISBI, 2025)