Piyush M. Mehta

27 papers A* 1B 2C 5Misc 1Journal 18

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Integrated Global-Local Gaussian Attention for Image Compression. ICASSP Atefeh Khoshkhahtinat, Piyush M. Mehta
2025	C	`conf`	Spectral and Spatial Graph Learning for Multispectral Solar Image Compression. ICMLA Prasiddha Siwakoti, Atefeh Khoshkhahtinat, Piyush M. Mehta, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
2025	J	`jnl`	Spectral and Spatial Graph Learning for Multispectral Solar Image Compression. CoRR Prasiddha Siwakoti, Atefeh Khoshkhahtinat, Piyush M. Mehta, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
2024	B	`conf`	Deep Learning Based Nonlinear Dimensionality Reduction for Emulators of Numerical Thermosphere Density Models. CEC Richard J. Licata, Piyush M. Mehta
2024	A*	`conf`	Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis. CVPR Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi
2024	J	`jnl`	Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis. CoRR Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi
2024	J	`jnl`	Neural-Based Compression Scheme for Solar Image Data. IEEE Trans. Aerosp. Electron. Syst. 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
2024	J	`jnl`	Neural-Based Video Compression on Solar Dynamics Observatory Images. IEEE Trans. Aerosp. Electron. Syst. Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
2024	J	`jnl`	Neural-based Video Compression on Solar Dynamics Observatory Images. CoRR Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
2023	C	`conf`	Context-Aware Neural Video Compression on Solar Dynamics Observatory. ICMLA Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
2023	J	`jnl`	Context-Aware Neural Video Compression on Solar Dynamics Observatory. CoRR Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
2023	B	`conf`	Frequency Disentangled Features in Neural Image Compression. ICIP Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Mohammad Saeed Ebrahimi Saadabadi, Mohammad Akyash, Nasser M. Nasrabadi
2023	J	`jnl`	Frequency Disentangled Features in Neural Image Compression. CoRR Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Mohammad Saeed Ebrahimi Saadabadi, Mohammad Akyash, Nasser M. Nasrabadi
2023	C	`conf`	Multi-Context Dual Hyper-Prior Neural Image Compression. ICMLA Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Mohammad Akyash, Hossein Kashiani, Nasser M. Nasrabadi
2023	J	`jnl`	Multi-Context Dual Hyper-Prior Neural Image Compression. CoRR Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Mohammad Akyash, Hossein Kashiani, Nasser M. Nasrabadi
2023	C	`conf`	Multi-Spectral Entropy Constrained Neural Compression of Solar Imagery. ICMLA Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
2023	J	`jnl`	Multi-spectral Entropy Constrained Neural Compression of Solar Imagery. CoRR Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel da Silva
2023	J	`jnl`	Neural-based Compression Scheme for Solar Image Data. CoRR 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
2023	J	`jnl`	Probabilistic Solar Proxy Forecasting with Neural Network Ensembles. CoRR Joshua D. Daniell, Piyush M. Mehta
2022	C	`conf`	Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory. ICMLA Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Daniel da Silva, Michael S. F. Kirk
2022	J	`jnl`	Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory. CoRR Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Daniel da Silva, Michael S. F. Kirk
2022	J	`jnl`	Calibrated and Enhanced NRLMSIS 2.0 Model with Uncertainty Quantification. CoRR Richard J. Licata, Piyush M. Mehta, Daniel R. Weimer, W. Kent Tobiska, Jean Yoshii
2022	J	`jnl`	Reduced Order Probabilistic Emulation for Physics-Based Thermosphere Models. CoRR Richard J. Licata, Piyush M. Mehta
2022	J	`jnl`	Science through Machine Learning: Quantification of Poststorm Thermospheric Cooling. CoRR Richard J. Licata, Piyush M. Mehta, Daniel R. Weimer, Douglas P. Drob, W. Kent Tobiska, Jean Yoshii
2022	J	`jnl`	Uncertainty Quantification Techniques for Space Weather Modeling: Thermospheric Density Application. CoRR Richard J. Licata, Piyush M. Mehta
2021	J	`jnl`	Machine-Learned HASDM Model with Uncertainty Quantification. CoRR Richard J. Licata, Piyush M. Mehta, W. Kent Tobiska, Snehalata V. Huzurbazar
2018	J	`jnl`	Data-driven framework for real-time thermospheric density estimation. CoRR Piyush M. Mehta, Richard Linares