Rucha Deshpande

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 10

Top Topics

Generative Model

Spatial Context

Noisy Measurements

Grand Challenge

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Medical Imaging: Image Processing

Publications

Rucha Deshpande, Varun A. Kelkar, Dimitrios S. Gotsis, Prabhat K. C., Rongping Zeng, Kyle J. Myers, Frank J. Brooks, Mark A. Anastasio
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics. CoRR (2024)
Varun A. Kelkar, Rucha Deshpande, Arindam Banerjee, Mark A. Anastasio
AmbientFlow: Invertible generative models from incomplete, noisy measurements. Trans. Mach. Learn. Res. 2024 (2024)
Rucha Deshpande, Aishwarya Devi Akila Pandian, Vigneshwaran Dharmalingam
Conference Program Scheduling using Genetic Algorithms. AIware (2024)
Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks
Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context. CoRR (2023)
Varun A. Kelkar, Rucha Deshpande, Arindam Banerjee, Mark A. Anastasio
AmbientFlow: Invertible generative models from incomplete, noisy measurements. CoRR (2023)
Varun A. Kelkar, Dimitrios S. Gotsis, Rucha Deshpande, Frank J. Brooks, Prabhat K. C., Kyle J. Myers, Rongping Zeng, Mark A. Anastasio
Evaluating generative stochastic image models using task-based image quality measures. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Rucha Deshpande, Mark A. Anastasio, Frank J. Brooks
Evaluating the capacity of deep generative models to reproduce measurable high-order spatial arrangements in diagnostic images. Medical Imaging: Image Processing (2022)
Rucha Deshpande, Ashish Avachat, Frank J. Brooks, Mark A. Anastasio
Investigating the robustness of a learning-based method for quantitative phase retrieval from propagation-based x-ray phase contrast measurements under laboratory conditions. CoRR (2022)
Rucha Deshpande, Mark A. Anastasio, Frank J. Brooks
A Method for Evaluating the Capacity of Generative Adversarial Networks to Reproduce High-order Spatial Context. CoRR (2021)
Tayfun Tuna, Mahima Joshi, Varun Varghese, Rucha Deshpande, Jaspal Subhlok, Rakesh M. Verma
Topic based segmentation of classroom videos. FIE (2015)
Rucha Deshpande, Tayfun Tuna, Jaspal Subhlok, Lecia Barker
A crowdsourcing caption editor for educational videos. FIE (2014)
Rucha Deshpande, Elagiri Ramalingam Rajkumar, Nachiappan Chockalingam, Roozbeh Naemi, Helen Branthwaite, Lakshmi Sundar
An automated segmentation technique for the processing of foot ultrasound images. ISSNIP (2013)
Ashwin Kothari, Avinash G. Keskar, Allhad Gokhale, Rucha Deshpande, Pranjali Deshmukh
Rough Set Approach for Feature Reduction in Pattern Recognition through Unsupervised Artificial Neural Network. ICETET (2008)