Gaurav Gupta

1. Multiwavelet-based Operator Learning for Differential Equations
   2021/09/28 by Gaurav Gupta, Xiongye Xiao, Gupta, Gaurav +3 · 20 citations
   Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Model Reduction and Neural Networks
2. Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement
   2021/10/03 by Shen Zheng, Gaurav Gupta, Zheng, Shen +1 · 4 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
3. Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
   2024/04/15 by Xiongye Xiao, Xiao, Xiongye, Gengshuo Liu +15 · 5 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
4. Digital Diagnostics: The Potential Of Large Language Models In Recognizing Symptoms Of Common Illnesses
   2024/05/09 by Gaurav Gupta, Gupta, Gaurav Kumar, Aditi Singh +5 · 5 citations
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies
5. Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
   2023/03/04 by Xiongye Xiao, Xiao, Xiongye, Defu Cao +13 · 2 citations
   Computer Science · Physics and Astronomy · #Image and Signal Denoising Methods #Model Reduction and Neural Networks
6. First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
   2022/12/15 by Xiyuan Zhang, Zhang, Xiyuan, Xiao-Yong Jin +15 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Energy Load and Power Forecasting
7. Metabolic non-communicable disease health report of India: the ICMR-INDIAB national cross-sectional study (ICMR-INDIAB-17)
   2023/06/08 by Nirmal Elangovan, Viswanathan Mohan, Ranjit Mohan Anjana +86 · 2 citations
   Business, Management and Accounting · Medicine · #Chronic Disease Management Strategies #Diabetes, Cardiovascular Risks, and Lipoproteins #Global Public Health Policies and Epidemiology
8. Noisy Batch Active Learning with Deterministic Annealing
   2019/09/27 by Gaurav Gupta, Gupta, Gaurav, Anit Kumar Sahu +3 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
9. Dealing with Unknown Unknowns: Identification and Selection of Minimal\n Sensing for Fractional Dynamics with Unknown Inputs
   2018/03/10 by Gaurav Gupta, Gupta, Gaurav, Sérgio Pequito +3 · 1 citation
   Computer Science · Engineering · Neuroscience · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function #Signal Processing (eess.SP) #electronic engineering #information engineering
10. Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
    2023/05/25 by Hilaf Hasson, Hasson, Hilaf, Danielle C. Maddix +7 · 1 citation
    Decision Sciences · Computer Science · #Forecasting Techniques and Applications #Machine Learning and Data Classification #Stock Market Forecasting Methods
11. StyleGAN3: Generative Networks for Improving the Equivariance of Translation and Rotation
    2023/07/08 by Tianlei Zhu, Zhu, Tianlei, Junqi Chen +5 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #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
12. Donor-derived Cell-free DNA in Solid-organ Transplant Diagnostics: Indications, Limitations, and Future Directions
    2021/01/27 by Ashish Kataria, Dhiren Kumar, Gaurav Gupta · 1 citation
    Medicine · #Renal Transplantation Outcomes and Treatments #Transplantation: Methods and Outcomes #Organ Transplantation Techniques and Outcomes