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Sriram Ravula
Sriram Ravula
PhD Student, The University of Texas at Austin
Verified email at utexas.edu
Title
Cited by
Cited by
Year
One-dimensional deep image prior for time series inverse problems
S Ravula, AG Dimakis
2022 56th Asilomar Conference on Signals, Systems, and Computers, 1005-1009, 2022
102022
Deep autoencoder-based massive MIMO CSI feedback with quantization and entropy coding
S Ravula, S Jain
2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021
102021
Optimizing sampling patterns for compressed sensing MRI with diffusion generative models
S Ravula, B Levac, A Jalal, JI Tamir, AG Dimakis
arXiv preprint arXiv:2306.03284, 2023
92023
Inverse problems leveraging pre-trained contrastive representations
S Ravula, G Smyrnis, M Jordan, AG Dimakis
Advances in Neural Information Processing Systems 34, 8753-8765, 2021
92021
A comparison of classical and deep learning-based techniques for compressing signals in a union of subspaces
S Ravula, S Jain
2021 Data Compression Conference (DCC), 363-363, 2021
12021
Methods for training artificial intelligence components in wireless systems
YDN Thangaraj, J Swayambhoo, S Ravula, G Pelletier
US Patent App. 18/032,115, 2023
2023
On a Foundation Model for Operating Systems
D Saxena, N Sharma, D Kim, R Dwivedula, J Chen, C Yang, S Ravula, ...
arXiv preprint arXiv:2312.07813, 2023
2023
One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers
S Ravula, V Gorti, B Deng, S Chakraborty, J Pingenot, B Mutnury, ...
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023
2023
Reliability for machine-learning based image generation
A Ardel, E Liebman, M Sen, GA Dimakis, Y Gandhi, S Ravula, D Voytan
US Patent App. 18/046,061, 2023
2023
Image artifact reduction using filter data based on deep image prior operations
A Ardel, E Liebman, M Sen, GA Dimakis, Y Gandhi, S Ravula, D Voytan
US Patent App. 18/046,043, 2023
2023
Artifact reduction for solutions to inverse problems
A Ardel, E Liebman, MK Sen, GA Dimakis, Y Gandhi, S Ravula, D Voytan
US Patent App. 18/046,000, 2023
2023
Data selection for image generation
A Ardel, E Liebman, M Sen, GA Dimakis, Y Gandhi, S Ravula, D Voytan
US Patent App. 18/046,025, 2023
2023
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