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Georgios Georgiadis
Georgios Georgiadis
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Post-training piecewise linear quantization for deep neural networks
J Fang, A Shafiee, H Abdel-Aziz, D Thorsley, G Georgiadis, JH Hassoun
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
165*2020
Quickest search over multiple sequences
L Lai, HV Poor, Y Xin, G Georgiadis
IEEE Transactions on Information Theory 57 (8), 5375-5386, 2011
1012011
Accelerating Convolutional Neural Networks via Activation Map Compression
G Georgiadis
CVPR, 2019
722019
Actionable Saliency Detection: Independent Motion Detection Without Independent Motion Estimation
G Georgiadis, A Ayvaci, S Soatto
CVPR, 2012
162012
Accelerating long short-term memory networks via selective pruning
G Georgiadis, D Weiran
US Patent App. 15/937,558, 2019
132019
Texture Compression
G Georgiadis, A Chiuso, S Soatto
Data Compression Conference, 2013
132013
Color image modification with approximation function
A Partin, KD Thurston III, G Georgiadis
US Patent App. 16/489,662, 2020
122020
Texture Representations for Image and Video Synthesis
G Georgiadis, A Chiuso, S Soatto
CVPR, 2015
122015
Lossy Compression of Neural Network Activation Maps
G Georgiadis
US Patent App. 16/223,092, 2020
82020
Lossless compression of sparse activation maps of neural networks
G Georgiadis
US Patent App. 16/046,993, 2019
42019
Quickest sequential opportunity search in multichannel systems
L Lai, HV Poor, Y Xin, G Georgiadis
Proc. Int. Workshop Applied Probability, 2010
42010
Methods and algorithms of reducing computation for deep neural networks via pruning
Z Ji, JW Brothers, D Weiran, G Georgiadis
US Patent App. 15/724,267, 2019
32019
Jointly Pruning and Quantizing Deep Neural Networks
G Georgiadis, W Deng
US Patent App. 16/396,619, 2020
22020
Coherent motion estimation for stereoscopic video
N Xu, G Georgiadis, JE Crenshaw
US Patent App. 10/200,666, 2019
2*2019
Exploiting Temporal Redundancy of Visual Structures for Video Compression
G Georgiadis, S Soatto
Data Compression Conference, 2015
22015
Scene-Aware Video Modeling and Compression
G Georgiadis, S Soatto
Data Compression Conference 29, 639-652, 2012
22012
Near-Infrared Spectroscopy (NIR) Based Glucose Prediction Using Deep Learning
L Liu, G Georgiadis, E Sakhaee, W Deng
US Patent App. 16/402,204, 2020
12020
A Mid-Level Representation of Visual Structures for Video Compression
G Georgiadis, S Soatto
WACV, 2016
12016
High-speed document sensing and misprint detection in digital presses
G Leseur, N Meunier, G Georgiadis, L Huang, J DiCarlo, BA Wandell, ...
IS&T/SPIE Electronic Imaging, 75360A-75360A-12, 2010
12010
Jointly Pruning and Quantizing Deep Neural Networks
G Georgiadis, W Deng
US Patent App. 17/943,176, 2023
2023
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