| 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 | 101 | 2011 |
| Accelerating Convolutional Neural Networks via Activation Map Compression G Georgiadis CVPR, 2019 | 72 | 2019 |
| Actionable Saliency Detection: Independent Motion Detection Without Independent Motion Estimation G Georgiadis, A Ayvaci, S Soatto CVPR, 2012 | 16 | 2012 |
| Accelerating long short-term memory networks via selective pruning G Georgiadis, D Weiran US Patent App. 15/937,558, 2019 | 13 | 2019 |
| Texture Compression G Georgiadis, A Chiuso, S Soatto Data Compression Conference, 2013 | 13 | 2013 |
| Color image modification with approximation function A Partin, KD Thurston III, G Georgiadis US Patent App. 16/489,662, 2020 | 12 | 2020 |
| Texture Representations for Image and Video Synthesis G Georgiadis, A Chiuso, S Soatto CVPR, 2015 | 12 | 2015 |
| Lossy Compression of Neural Network Activation Maps G Georgiadis US Patent App. 16/223,092, 2020 | 8 | 2020 |
| Lossless compression of sparse activation maps of neural networks G Georgiadis US Patent App. 16/046,993, 2019 | 4 | 2019 |
| Quickest sequential opportunity search in multichannel systems L Lai, HV Poor, Y Xin, G Georgiadis Proc. Int. Workshop Applied Probability, 2010 | 4 | 2010 |
| 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 | 3 | 2019 |
| Jointly Pruning and Quantizing Deep Neural Networks G Georgiadis, W Deng US Patent App. 16/396,619, 2020 | 2 | 2020 |
| 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 | 2 | 2015 |
| Scene-Aware Video Modeling and Compression G Georgiadis, S Soatto Data Compression Conference 29, 639-652, 2012 | 2 | 2012 |
| 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 | 1 | 2020 |
| A Mid-Level Representation of Visual Structures for Video Compression G Georgiadis, S Soatto WACV, 2016 | 1 | 2016 |
| 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 | 1 | 2010 |
| Jointly Pruning and Quantizing Deep Neural Networks G Georgiadis, W Deng US Patent App. 17/943,176, 2023 | | 2023 |
Stefano SoattoProfessor of Computer Science, UCLA; Vice President, AWS AI在 ucla.edu 的电子邮件经过验证
