Kumar Ayush
- Fly Cell Atlas: A single-nucleus transcriptomic atlas of the adult fruit fly
2022/03/03 by Hongjie Li, Jasper Janssens, Maxime De Waegeneer +97 · 35 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Insect behavior and control techniques #Insect symbiosis and bacterial influences #CRISPR and Genetic Engineering
- DeepFix: A Fully Convolutional Neural Network for predicting Human Eye\n Fixations
2015/10/10 by Srinivas S S Kruthiventi, Kumar Ayush, Kruthiventi, Srinivas S. S. +3 · 4 citations
Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
- Negative Data Augmentation
2021/02/09 by Abhishek Sinha, Sinha, Abhishek, Kumar Ayush +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- SensorLM: Learning the Language of Wearable Sensors
2025/06/10 by Yuwei Zhang, Zhang, Yuwei, Kumar Ayush +37 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- LSM-2: Learning from Incomplete Wearable Sensor Data
2025/06/05 by Maxwell A. Xu, Xu, Maxwell A., Girish Narayanswamy +47 · 6 citations
Computer Science · Engineering · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring
- Generating Interpretable Poverty Maps using Object Detection in\n Satellite Images
2020/02/04 by Kumar Ayush, Ayush, Kumar, Burak Uzkent +7 · 1 citation
Engineering · Mathematics · Social Sciences · #COVID-19 epidemiological studies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Income, Poverty, and Inequality #Water resources management and optimization
- Efficient Conditional Pre-training for Transfer Learning
2020/11/20 by Shuvam Chakraborty, Chakraborty, Shuvam, Burak Uzkent +9 · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Language Models' Factuality Depends on the Language of Inquiry
2025/02/25 by Tushar Aggarwal, Kumar Tanmay, Aggarwal, Tushar +9 · 3 citations
Computer Science · #Natural Language Processing Techniques
- Learn Globally, Speak Locally: Bridging the Gaps in Multilingual Reasoning
2025/07/07 by Jaedong Hwang, Hwang, Jaedong, Kumar Tanmay +13 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling