Varun A. Kelkar

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 14

Top Topics

Image Reconstruction

Medical Imaging

Fault Detection

Generative Model

Top Venues

IEEE Trans. Medical Imaging

IEEE Trans. Computational Imaging

Publications

Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Prabhat KC, Kyle J. Myers, Rongping Zeng, Mark A. Anastasio
Assessing the Ability of Generative Adversarial Networks to Learn Canonical Medical Image Statistics. IEEE Trans. Medical Imaging 42 (6) (2023)
Ruiyang Zhao, Xi Peng, Varun A. Kelkar, Mark A. Anastasio, Fan Lam
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models. 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, Dehong Liu, Hiroshi Inoue, Makoto Kanemaru
Sparsity-Driven Joint Blind Deconvolution-Demodulation with Application to Motor Fault Detection. ICASSP (2023)
Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Kyle J. Myers, Prabhat KC, Rongping Zeng, Mark A. Anastasio
Evaluating Procedures for Establishing Generative Adversarial Network-based Stochastic Image Models in Medical Imaging. CoRR (2022)
Varun A. Kelkar, Mark A. Anastasio
Prior image-based medical image reconstruction using a style-based generative adversarial network. CoRR (2022)
Varun A. Kelkar, Dimitrios S. Gotsis, Frank J. Brooks, Prabhat KC, Kyle J. Myers, Rongping Zeng, Mark A. Anastasio
Assessing the ability of generative adversarial networks to learn canonical medical image statistics. CoRR (2022)
Zong Fan, Varun A. Kelkar, Mark A. Anastasio, Hua Li
Application of DatasetGAN in medical imaging: preliminary studies. CoRR (2022)
Xiaohui Zhang, Varun A. Kelkar, Jason L. Granstedt, Hua Li, Mark A. Anastasio
Impact of deep learning-based image super-resolution on binary signal detection. CoRR (2021)
Sayantan Bhadra, Varun A. Kelkar, Frank J. Brooks, Mark A. Anastasio
On Hallucinations in Tomographic Image Reconstruction. IEEE Trans. Medical Imaging 40 (11) (2021)
Varun A. Kelkar, Mark A. Anastasio
Prior Image-Constrained Reconstruction using Style-Based Generative Models. ICML (2021)
Varun A. Kelkar, Sayantan Bhadra, Mark A. Anastasio
Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction. IEEE Trans. Computational Imaging 7 (2021)
Varun A. Kelkar, Mark A. Anastasio
Prior Image-Constrained Reconstruction using Style-Based Generative Models. CoRR (2021)
Sayantan Bhadra, Varun A. Kelkar, Frank J. Brooks, Mark A. Anastasio
On hallucinations in tomographic image reconstruction. CoRR (2020)