Alert button
Picture for Gaurav Gupta

Gaurav Gupta

Alert button

Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs

Mar 15, 2024
S. Chandra Mouli, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Andrew Stuart, Michael W. Mahoney, Yuyang Wang

Viaarxiv icon

Neuro-Inspired Hierarchical Multimodal Learning

Sep 27, 2023
Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan

Viaarxiv icon

CAPS: A Practical Partition Index for Filtered Similarity Search

Aug 29, 2023
Gaurav Gupta, Jonah Yi, Benjamin Coleman, Chen Luo, Vihan Lakshman, Anshumali Shrivastava

Figure 1 for CAPS: A Practical Partition Index for Filtered Similarity Search
Figure 2 for CAPS: A Practical Partition Index for Filtered Similarity Search
Figure 3 for CAPS: A Practical Partition Index for Filtered Similarity Search
Figure 4 for CAPS: A Practical Partition Index for Filtered Similarity Search
Viaarxiv icon

StyleGAN3: Generative Networks for Improving the Equivariance of Translation and Rotation

Jul 08, 2023
Tianlei Zhu, Junqi Chen, Renzhe Zhu, Gaurav Gupta

Figure 1 for StyleGAN3: Generative Networks for Improving the Equivariance of Translation and Rotation
Figure 2 for StyleGAN3: Generative Networks for Improving the Equivariance of Translation and Rotation
Figure 3 for StyleGAN3: Generative Networks for Improving the Equivariance of Translation and Rotation
Figure 4 for StyleGAN3: Generative Networks for Improving the Equivariance of Translation and Rotation
Viaarxiv icon

Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting

May 26, 2023
Hilaf Hasson, Danielle C. Maddix, Yuyang Wang, Gaurav Gupta, Youngsuk Park

Figure 1 for Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
Figure 2 for Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
Figure 3 for Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
Figure 4 for Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
Viaarxiv icon

Fractional dynamics foster deep learning of COPD stage prediction

Mar 13, 2023
Chenzhong Yin, Mihai Udrescu, Gaurav Gupta, Mingxi Cheng, Andrei Lihu, Lucretia Udrescu, Paul Bogdan, David M Mannino, Stefan Mihaicuta

Figure 1 for Fractional dynamics foster deep learning of COPD stage prediction
Figure 2 for Fractional dynamics foster deep learning of COPD stage prediction
Figure 3 for Fractional dynamics foster deep learning of COPD stage prediction
Figure 4 for Fractional dynamics foster deep learning of COPD stage prediction
Viaarxiv icon

Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations

Mar 04, 2023
Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan

Figure 1 for Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
Figure 2 for Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
Figure 3 for Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
Figure 4 for Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
Viaarxiv icon

Learning Physical Models that Can Respect Conservation Laws

Feb 21, 2023
Derek Hansen, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Michael W. Mahoney

Figure 1 for Learning Physical Models that Can Respect Conservation Laws
Figure 2 for Learning Physical Models that Can Respect Conservation Laws
Figure 3 for Learning Physical Models that Can Respect Conservation Laws
Figure 4 for Learning Physical Models that Can Respect Conservation Laws
Viaarxiv icon

Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond

Dec 21, 2022
Shen Zheng, Yiling Ma, Jinqian Pan, Changjie Lu, Gaurav Gupta

Figure 1 for Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond
Figure 2 for Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond
Figure 3 for Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond
Figure 4 for Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond
Viaarxiv icon

First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting

Dec 15, 2022
Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Yuyang Wang

Figure 1 for First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Figure 2 for First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Figure 3 for First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Figure 4 for First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Viaarxiv icon