Rucha Deshpande

According to our database, Rucha Deshpande authored at least 13 papers between 2008 and 2024.

Collaborative distances:

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

2024

Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context.

Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks

IEEE Trans. Medical Imaging, October, 2024

AmbientFlow: Invertible generative models from incomplete, noisy measurements.

Varun A. Kelkar, Rucha Deshpande, Arindam Banerjee, Mark A. Anastasio

Trans. Mach. Learn. Res., 2024

A method for evaluating deep generative models of images for hallucinations in high-order spatial context.

Rucha Deshpande, Mark A. Anastasio, Frank J. Brooks

Pattern Recognit. Lett., 2024

Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics.

Rucha Deshpande, Varun A. Kelkar, Dimitrios S. Gotsis, Prabhat K. C., Rongping Zeng, Kyle J. Myers, Frank J. Brooks, Mark A. Anastasio

CoRR, 2024

Conference Program Scheduling using Genetic Algorithms.

Rucha Deshpande, Aishwarya Devi Akila Pandian, Vigneshwaran Dharmalingam

Proceedings of the 1st ACM International Conference on AI-Powered Software, 2024

2023

Evaluating generative stochastic image models using task-based image quality measures.

Varun A. Kelkar, Dimitrios S. Gotsis, Rucha Deshpande, Frank J. Brooks, Prabhat K. C., Kyle J. Myers, Rongping Zeng, Mark A. Anastasio

Proceedings of the Medical Imaging 2023: Image Perception, 2023

2022

Investigating the robustness of a learning-based method for quantitative phase retrieval from propagation-based x-ray phase contrast measurements under laboratory conditions.

Rucha Deshpande, Ashish Avachat, Frank J. Brooks, Mark A. Anastasio

CoRR, 2022

Evaluating the capacity of deep generative models to reproduce measurable high-order spatial arrangements in diagnostic images.

Rucha Deshpande, Mark A. Anastasio, Frank J. Brooks

Proceedings of the Medical Imaging 2022: Image Processing, 2022

2021

A Method for Evaluating the Capacity of Generative Adversarial Networks to Reproduce High-order Spatial Context.

Rucha Deshpande, Mark A. Anastasio, Frank J. Brooks

CoRR, 2021

2015

Topic based segmentation of classroom videos.

Tayfun Tuna, Mahima Joshi, Varun Varghese, Rucha Deshpande, Jaspal Subhlok, Rakesh M. Verma

Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015

2014

A crowdsourcing caption editor for educational videos.

Rucha Deshpande, Tayfun Tuna, Jaspal Subhlok, Lecia Barker

Proceedings of the IEEE Frontiers in Education Conference, 2014

2013

An automated segmentation technique for the processing of foot ultrasound images.

Rucha Deshpande, Elagiri Ramalingam Rajkumar, Nachiappan Chockalingam, Roozbeh Naemi, Helen Branthwaite, Lakshmi Sundar

Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

2008

Rough Set Approach for Feature Reduction in Pattern Recognition through Unsupervised Artificial Neural Network.

Ashwin Kothari, Avinash G. Keskar, Allhad Gokhale, Rucha Deshpande, Pranjali Deshmukh

Proceedings of the First International Conference on Emerging Trends in Engineering and Technology, 2008