| Quickest search over multiple sequences L Lai, HV Poor, Y Xin, G Georgiadis IEEE Transactions on Information Theory 57 (8), 5375-5386, 2011 | 96 | 2011 |
| Post-training piecewise linear quantization for deep neural networks J Fang, A Shafiee, H Abdel-Aziz, D Thorsley, G Georgiadis, JH Hassoun European Conference on Computer Vision, 69-86, 2020 | 59* | 2020 |
| Accelerating Convolutional Neural Networks via Activation Map Compression G Georgiadis CVPR, 2019 | 35 | 2019 |
| Actionable Saliency Detection: Independent Motion Detection Without Independent Motion Estimation G Georgiadis, A Ayvaci, S Soatto CVPR, 2012 | 16 | 2012 |
| Texture Representations for Image and Video Synthesis G Georgiadis, A Chiuso, S Soatto CVPR, 2015 | 11 | 2015 |
| Texture Compression G Georgiadis, A Chiuso, S Soatto Data Compression Conference, 2013 | 10 | 2013 |
| Quickest sequential opportunity search in multichannel systems L Lai, HV Poor, Y Xin, G Georgiadis Proc. Int. Workshop Applied Probability, 2010 | 4 | 2010 |
| Accelerating long short-term memory networks via selective pruning G Georgiadis, D Weiran US Patent App. 15/937,558, 2019 | 3 | 2019 |
| 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 | 2 | 2019 |
| Scene-Aware Video Modeling and Compression G Georgiadis, S Soatto Data Compression Conference 29, 639-652, 2012 | 2 | 2012 |
| Lossless Compression of Neural Network Weights G Georgiadis US Patent App. 16/223,105, 2020 | 1 | 2020 |
| Lossless compression of sparse activation maps of neural networks G Georgiadis US Patent App. 16/046,993, 2019 | 1 | 2019 |
| Coherent motion estimation for stereoscopic video N Xu, G Georgiadis, JE Crenshaw US Patent App. 10/200,666, 2019 | 1 | 2019 |
| A Mid-Level Representation of Visual Structures for Video Compression G Georgiadis, S Soatto WACV, 2016 | 1 | 2016 |
| Exploiting Temporal Redundancy of Visual Structures for Video Compression G Georgiadis, S Soatto Data Compression Conference, 2015 | 1 | 2015 |
| 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 |
| Self-Pruning Neural Networks for Weight Parameter Reduction W Deng, G Georgiadis US Patent App. 17/572,625, 2022 | | 2022 |
| Piecewise quantization for neural networks J Fang, JH Hassoun, AS Ardestani, HAA Abdelaziz, G Georgiadis, ... US Patent App. 16/816,247, 2021 | | 2021 |
| Jointly Pruning and Quantizing Deep Neural Networks G Georgiadis, W Deng US Patent App. 16/396,619, 2020 | | 2020 |
| 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 | | 2020 |
Stefano SoattoProfessor of Computer Science, UCLAVerified email at ucla.edu
