Uzkent, Burak
- Geography-Aware Self-Supervised Learning
2020/11/19 by Ayush, Kumar, Uzkent, Burak, Meng, Chenlin +4 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Farmland Parcel Delineation Using Spatio-temporal Convolutional Networks
2020/04/11 by Aung, Han Lin, Uzkent, Burak, Burke, Marshall +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Aerial Vehicle Tracking by Adaptive Fusion of Hyperspectral Likelihood Maps
2017/07/12 by Burak Uzkent, Aneesh Rangnekar, Uzkent, Burak +3 · 3 citations
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Remote-Sensing Image Classification #Infrared Target Detection Methodologies
- Negative Data Augmentation
2021/02/09 by Abhishek Sinha, Kumar Ayush, Sinha, Abhishek +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
- Learning to Interpret Satellite Images in Global Scale Using Wikipedia
2019/05/07 by Uzkent, Burak, Sheehan, Evan, Meng, Chenlin +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Predicting Economic Development using Geolocated Wikipedia Articles
2019/05/05 by Sheehan, Evan, Meng, Chenlin, Tan, Matthew +5 · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning When and Where to Zoom with Deep Reinforcement Learning
2020/03/01 by Uzkent, Burak, Ermon, Stefano · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer
2023/01/13 by Yin, Miao, Uzkent, Burak, Shen, Yilin +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences