Burak Uzkent

Most-cited papers

Geography-Aware Self-Supervised Learning
Kumar Ayush, Burak Uzkent, Chenlin Meng, K. Tanmay +3 more
2020IEEE International Conference on Computer Vision345 citations Open access
Semantic Scholar
Tracking in Aerial Hyperspectral Videos Using Deep Kernelized Correlation Filters
Burak Uzkent, A. Rangnekar, M. Hoffman
2017IEEE Transactions on Geoscience and Remote Sensing145 citations Open access
Semantic Scholar
Generating Interpretable Poverty Maps using Object Detection in Satellite Images
Kumar Ayush, Burak Uzkent, M. Burke, D. Lobell +1 more
2020International Joint Conference on Artificial Intelligence105 citations Open access
Semantic Scholar
Efficient Object Detection in Large Images Using Deep Reinforcement Learning
Burak Uzkent, Christopher Yeh, Stefano Ermon
2019IEEE Workshop/Winter Conference on Applications of Computer Vision101 citations Open access
Semantic Scholar
Aerial Vehicle Tracking by Adaptive Fusion of Hyperspectral Likelihood Maps
Burak Uzkent, A. Rangnekar, M. Hoffman
20172017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)87 citations Open access
Semantic Scholar
Predicting Economic Development using Geolocated Wikipedia Articles
Evan Sheehan, Chenlin Meng, M. Tan, Burak Uzkent +4 more
2019Knowledge Discovery and Data Mining85 citations Open access
Semantic Scholar
Negative Data Augmentation
Abhishek Sinha, Kumar Ayush, Jiaming Song, Burak Uzkent +2 more
2021International Conference on Learning Representations84 citations
Semantic Scholar
Learning When and Where to Zoom With Deep Reinforcement Learning
Burak Uzkent, Stefano Ermon
2020Computer Vision and Pattern Recognition83 citations Open access
Semantic Scholar
Cloud Removal from Satellite Images using Spatiotemporal Generator Networks
Vishnu Sarukkai, Anirudh Jain, Burak Uzkent, Stefano Ermon
202077 citations
Semantic Scholar
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks
Vishnu Sarukkai, Anirudh Jain, Burak Uzkent, Stefano Ermon
2019IEEE Workshop/Winter Conference on Applications of Computer Vision75 citations Open access
Semantic Scholar
NON-SPEECH ENVIRONMENTAL SOUND CLASSIFICATION USING SVMS WITH A NEW SET OF FEATURES
Burak Uzkent, Buket D. Barkana, Hakan Çevikalp
201268 citations
Semantic Scholar
Efficient Poverty Mapping from High Resolution Remote Sensing Images
Kumar Ayush, Burak Uzkent, K. Tanmay, M. Burke +2 more
2021AAAI Conference on Artificial Intelligence55 citations Open access
Semantic Scholar
Real-Time Vehicle Tracking in Aerial Video Using Hyperspectral Features
Burak Uzkent, M. Hoffman, A. Vodacek
20162016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)54 citations
Semantic Scholar
Farm Parcel Delineation Using Spatio-temporal Convolutional Networks
Han Lin Aung, Burak Uzkent, M. Burke, D. Lobell +1 more
20202020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)50 citations
Semantic Scholar
Learning to Interpret Satellite Images Using Wikipedia
Burak Uzkent, Evan Sheehan, Chenlin Meng, Zhongyi Tang +3 more
2018International Joint Conference on Artificial Intelligence39 citations Open access
Semantic Scholar
Learning to Interpret Satellite Images in Global Scale Using Wikipedia
Burak Uzkent, Evan Sheehan, Chenlin Meng, Zhongyi Tang +3 more
2019arXiv.org31 citations
Semantic Scholar
Integrating Hyperspectral Likelihoods in a Multidimensional Assignment Algorithm for Aerial Vehicle Tracking
Burak Uzkent, M. Hoffman, A. Vodacek
2016IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing31 citations
Semantic Scholar
GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer
Miao Yin, Burak Uzkent, Yi-Lin Shen, Hong-Xia Jin +1 more
2023AAAI Conference on Artificial Intelligence26 citations Open access
Semantic Scholar
Automatic environmental noise source classification model using fuzzy logic
Burak Uzkent, Buket D. Barkana, Jidong Yang
2011Expert systems with applications25 citations
Semantic Scholar
Feature Matching and Adaptive Prediction Models in an Object Tracking DDDAS
Burak Uzkent, M. Hoffman, A. Vodacek, J. Kerekes +1 more
2013International Conference on Conceptual Structures24 citations Open access
Semantic Scholar
Predicting Livelihood Indicators from Community-Generated Street-Level Imagery
Jihyeon Lee, Dylan Grosz, Burak Uzkent, Sicheng Zeng +3 more
2021AAAI Conference on Artificial Intelligence23 citations Open access
Semantic Scholar
Environmental noise classifier using a new set of feature parameters based on pitch range
Buket D. Barkana, Burak Uzkent
201123 citations
Semantic Scholar
Efficient Conditional Pre-training for Transfer Learning
Shuvam Chakraborty, Burak Uzkent, Kumar Ayush, K. Tanmay +2 more
20202022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)22 citations Open access
Semantic Scholar
EnKCF: Ensemble of Kernelized Correlation Filters for High-Speed Object Tracking
Burak Uzkent, Youngwoo Seo
2018IEEE Workshop/Winter Conference on Applications of Computer Vision20 citations Open access
Semantic Scholar
Efficient Poverty Mapping using Deep Reinforcement Learning
Kumar Ayush, Burak Uzkent, M. Burke, D. Lobell +1 more
2020arXiv.org17 citations
Semantic Scholar
Feature Matching With an Adaptive Optical Sensor in a Ground Target Tracking System
Burak Uzkent, M. Hoffman, A. Vodacek, Bin Chen
2015IEEE Sensors Journal17 citations
Semantic Scholar
Spectral Validation of Measurements in a Vehicle Tracking DDDAS
Burak Uzkent, M. Hoffman, A. Vodacek
2015International Conference on Conceptual Structures15 citations Open access
Semantic Scholar
Lite-MDETR: A Lightweight Multi-Modal Detector
Qian Lou, Yen-Chang Hsu, Burak Uzkent, Ting Hua +2 more
2022Computer Vision and Pattern Recognition11 citations
Semantic Scholar
Efficient integration of spectral features for vehicle tracking utilizing an adaptive sensor
Burak Uzkent, M. Hoffman, A. Vodacek
2015Electronic imaging9 citations
Semantic Scholar
Pitch-Range Based Feature Extraction for Audio Surveillance Systems
Burak Uzkent, Buket D. Barkana
20112011 Eighth International Conference on Information Technology: New Generations9 citations
Semantic Scholar
Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models
Shangqian Gao, Burak Uzkent, Yi-Lin Shen, Heng Huang +1 more
2023International Conference on Learning Representations8 citations
Semantic Scholar
CounterVid: Counterfactual Video Generation for Mitigating Action and Temporal Hallucinations in Video-Language Models
Tobia Poppi, Burak Uzkent, Amanmeet Garg, Lucas Porto +6 more
2026arXiv.org6 citations
Semantic Scholar
Dynamic Inference with Grounding Based Vision and Language Models
Burak Uzkent, Amanmeet Garg, Wenjie Zhu, Keval Doshi +3 more
2023Computer Vision and Pattern Recognition6 citations
Semantic Scholar
3-D MRI cardiac segmentation using graph cuts
Burak Uzkent, M. Hoffman, Elizabeth M. Cherry, Nathan D. Cahill
20142014 IEEE Western New York Image and Signal Processing Workshop (WNYISPW)6 citations
Semantic Scholar
Normal and Abnormal Non-Speech Audio Event Detection Using MFCC and PR-Based Feature Sets
Buket D. Barkana, Burak Uzkent, Inci Sariçiçek
20125 citations Open access
Semantic Scholar
Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models
Jing-Ru Yi, Burak Uzkent, Oana Ignat, Zi-Lin Li +3 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision4 citations Open access
Semantic Scholar
From Frames to Clips: Efficient Key Clip Selection for Long-Form Video Understanding
Guangyu Sun, Archit Singhal, Burak Uzkent, Mubarak Shah +2 more
2025arXiv.org3 citations
Semantic Scholar
Predicting Livelihood Indicators from Crowdsourced Street Level Images
Jihyeon Janel Lee, Dylan Grosz, Sicheng Zeng, Burak Uzkent +3 more
2020arXiv.org3 citations
Semantic Scholar
Farmland Parcel Delineation Using Spatio-temporal Convolutional Networks
Han Lin Aung, Burak Uzkent, M. Burke, D. Lobell +1 more
2020arXiv.org3 citations
Semantic Scholar
Real-time Aerial Vehicle Detection and Tracking using a Multi-modal Optical Sensor
Burak Uzkent
20163 citations
Semantic Scholar
Background image understanding and adaptive imaging for vehicle tracking
Burak Uzkent, M. Hoffman, A. Vodacek, Bin Chen
2015Defense + Security Symposium3 citations
Semantic Scholar
Safe Shelter: A Case for Prioritizing Housing Quality in Climate Adaptation Policy by Remotely Sensing Roof Tarps in the San Francisco Bay Area
E. Velterop, Burak Uzkent, J. Suckale
2022Earth's Future2 citations Open access
Semantic Scholar
A Multimodal Benchmark and Improved Architecture for Zero Shot Learning
Keval Doshi, Amanmeet Garg, Burak Uzkent, Xiao-Long Wang +1 more
2024IEEE Workshop/Winter Conference on Applications of Computer Vision1 citations
Semantic Scholar
Narrative Aligned Long Form Video Question Answering
Rahul Jain, Keval Doshi, Burak Uzkent, Garin Kessler
2026arXiv.org0 citations
Semantic Scholar
Learning to Rank Caption Chains for Video-Text Alignment
Ansel Blume, Burak Uzkent, Shalini Chaudhuri, Garin Kessler
2026arXiv.org0 citations
Semantic Scholar