Vatsala Sharma

According to our database, Vatsala Sharma authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Bayesian Learning with Stochastic Perturbations and Langevin Expectation Maximization for Unsupervised DNN Image Quality Enhancement.

Vatsala Sharma, Suyash P. Awate

Proceedings of the Information Processing in Medical Imaging, 2025

2024

Robust Transmission for Energy-Efficient Sub-Connected Active RIS-Assisted Wireless Networks: DRL Versus Traditional Optimization.

Vatsala Sharma, Anal Paul, Sandeep Kumar Singh, Keshav Singh, Sudip Biswas

IEEE Trans. Green Commun. Netw., December, 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

Adversarial EM For Partially-Supervised Image-Quality Enhancement: Application To Low-Dose Pet Imaging.

Vatsala Sharma, Suyash P. Awate

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

FEEL-enhanced Edge Computing in Energy Constrained UAV-aided IoT Networks.

Vatsala Sharma, Prajwalita Saikia, Sandeep Kumar Singh, Keshav Singh, Wan-Jen Huang, Sudip Biswas

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

DRL-Based Robust Transmission for Sub-Connected Active RIS-Assisted Communications.

Vatsala Sharma, Anal Paul, Sandeep Kumar Singh, Keshav Singh, Sudip Biswas, Meng-Lin Ku

Proceedings of the IEEE Globecom Workshops 2023, 2023

2022

Semi-Supervised Deep Expectation-Maximization for Low-Dose Pet-Ct.

Vatsala Sharma, Ansh Khurana, Sriram Yenamandra, Suyash P. Awate

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022