Nikolaos Karianakis

SC-UDA: Style and Content Gaps aware Unsupervised Domain Adaptation for Object Detection

Fuxun Yu, Di Wang, Yinpeng Chen et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 45 citations

Few-shot Learning, Engineering, Machine Learning +18

Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning

Fuxun Yu, Di Wang, Yinpeng Chen et al. · arXiv (Cornell University) · 2019 · 36 citations · Full text

Machine Vision, Image Analysis, Data Science +15

HyperSTAR: Task-Aware Hyperparameters for Deep Networks

Gaurav Mittal, Chang Liu, Nikolaos Karianakis et al. · 2020 · 25 citations

Hyperparameter Optimization, Convolutional Neural Network, Deep Neural Networks +15

Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers

Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text

Boosting Convolutional Features for Robust Object Proposals

Nikolaos Karianakis, Thomas J. Fuchs, Stefano Soatto · arXiv (Cornell University) · 2015 · 20 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +15