Kelkar, Varun A.

1. On hallucinations in tomographic image reconstruction
   2020/12/01 by Bhadra, Sayantan, Kelkar, Varun A., Brooks, Frank J. +1 · 10 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Impact of deep learning-based image super-resolution on binary signal detection
   2021/07/06 by Zhang, Xiaohui, Kelkar, Varun A., Granstedt, Jason +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
3. Assessing the ability of generative adversarial networks to learn canonical medical image statistics
   2022/04/26 by Varun A. Kelkar, Kelkar, Varun A., Dimitrios S. Gotsis +11 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
4. Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics
   2024/05/03 by Deshpande, Rucha, Kelkar, Varun A., Gotsis, Dimitrios +5 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
5. High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models
   2023/06/14 by Ruiyang Zhao, Zhao, Ruiyang, Xi Peng +7 · 1 citation
   Computer Science · Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
6. AmbientFlow: Invertible generative models from incomplete, noisy measurements
   2023/09/09 by Kelkar, Varun A., Deshpande, Rucha, Banerjee, Arindam +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering