Piyush M. Mehta

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Neural Network Ensembles

Image Compression

Entropy Constrained

Top Venues

IEEE Trans. Aerosp. Electron. Syst.

Publications

Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
Neural-based Video Compression on Solar Dynamics Observatory Images. CoRR (2024)
Ali Zafari, Atefeh Khoshkhahtinat, Jeremy A. Grajeda, Piyush M. Mehta, Nasser M. Nasrabadi, Laura E. Boucheron, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva
Neural-Based Compression Scheme for Solar Image Data. IEEE Trans. Aerosp. Electron. Syst. 60 (1) (2024)
Richard J. Licata, Piyush M. Mehta
Deep Learning Based Nonlinear Dimensionality Reduction for Emulators of Numerical Thermosphere Density Models. CEC (2024)
Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi
Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis. CoRR (2024)
Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Mohammad Saeed Ebrahimi Saadabadi, Mohammad Akyash, Nasser M. Nasrabadi
Frequency Disentangled Features in Neural Image Compression. CoRR (2023)
Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva
Multi-Spectral Entropy Constrained Neural Compression of Solar Imagery. ICMLA (2023)
Ali Zafari, Atefeh Khoshkhahtinat, Jeremy A. Grajeda, Piyush M. Mehta, Nasser M. Nasrabadi, Laura E. Boucheron, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
Neural-based Compression Scheme for Solar Image Data. CoRR (2023)
Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
Context-Aware Neural Video Compression on Solar Dynamics Observatory. CoRR (2023)
Joshua D. Daniell, Piyush M. Mehta
Probabilistic Solar Proxy Forecasting with Neural Network Ensembles. CoRR (2023)
Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Mohammad Akyash, Hossein Kashiani, Nasser M. Nasrabadi
Multi-Context Dual Hyper-Prior Neural Image Compression. ICMLA (2023)
Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Mohammad Saeed Ebrahimi Saadabadi, Mohammad Akyash, Nasser M. Nasrabadi
Frequency Disentangled Features in Neural Image Compression. ICIP (2023)
Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva
Context-Aware Neural Video Compression on Solar Dynamics Observatory. ICMLA (2023)
Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
Multi-spectral Entropy Constrained Neural Compression of Solar Imagery. CoRR (2023)
Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Mohammad Akyash, Hossein Kashiani, Nasser M. Nasrabadi
Multi-Context Dual Hyper-Prior Neural Image Compression. CoRR (2023)
Richard J. Licata, Piyush M. Mehta
Uncertainty Quantification Techniques for Space Weather Modeling: Thermospheric Density Application. CoRR (2022)
Richard J. Licata, Piyush M. Mehta, Daniel R. Weimer, Douglas P. Drob, W. Kent Tobiska, Jean Yoshii
Science through Machine Learning: Quantification of Poststorm Thermospheric Cooling. CoRR (2022)
Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Daniel Da Silva, Michael S. F. Kirk
Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory. ICMLA (2022)
Richard J. Licata, Piyush M. Mehta, Daniel R. Weimer, W. Kent Tobiska, Jean Yoshii
Calibrated and Enhanced NRLMSIS 2.0 Model with Uncertainty Quantification. CoRR (2022)
Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Daniel da Silva, Michael S. F. Kirk
Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory. CoRR (2022)
Richard J. Licata, Piyush M. Mehta
Reduced Order Probabilistic Emulation for Physics-Based Thermosphere Models. CoRR (2022)
Richard J. Licata, Piyush M. Mehta, W. Kent Tobiska, Snehalata Huzurbazar
Machine-Learned HASDM Model with Uncertainty Quantification. CoRR (2021)
Piyush M. Mehta, Richard Linares
Data-driven framework for real-time thermospheric density estimation. CoRR (2018)