Akshay Mehra

1. DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation
   2024/06/15 by Yunbei Zhang, Zhang, Yunbei, Akshay Mehra +3 · 11 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
2. Penalty Method for Inversion-Free Deep Bilevel Optimization
   2019/11/08 by Akshay Mehra, Mehra, Akshay, Jihun Hamm +1 · 3 citations
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
3. Curation and Analysis of Global Sedimentary Geochemical Data to Inform Earth History
   2021/03/24 by Akshay Mehra, C. Keller, C. Brenhin Keller +58 · 2 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #Geochemistry and Geologic Mapping #Hydrocarbon exploration and reservoir analysis #Paleontology and Stratigraphy of Fossils
4. Understanding the Transferability of Representations via Task-Relatedness
   2023/07/03 by Akshay Mehra, Yunbei Zhang, Mehra, Akshay +3 · 3 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning
   2021/07/08 by Akshay Mehra, Bhavya Kailkhura, Mehra, Akshay +5 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Understanding the Robustness of Multi-Exit Models under Common Corruptions
   2022/12/03 by Akshay Mehra, Skyler Seto, Mehra, Akshay +5 · 1 citation
   Computer Science · #Imbalanced Data Classification Techniques