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Training With Data Dependent Dynamic Learning Rates

May 27, 2021
Shreyas Saxena, Nidhi Vyas, Dennis DeCoste

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Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation

Apr 21, 2021
Mihir Pendse, Vithursan Thangarasa, Vitaliy Chiley, Ryan Holmdahl, Joel Hestness, Dennis DeCoste

* Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2021) 388-397 
* 11 pages, 5 figures, Published at MICCAI Brainles 2020 

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Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well

Jan 07, 2020
Vipul Gupta, Santiago Akle Serrano, Dennis DeCoste

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HD-CNN: Hierarchical Deep Convolutional Neural Network for Large Scale Visual Recognition

May 16, 2015
Zhicheng Yan, Hao Zhang, Robinson Piramuthu, Vignesh Jagadeesh, Dennis DeCoste, Wei Di, Yizhou Yu

* Add new results on ImageNet using VGG-16-layer building block net 

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Hot Swapping for Online Adaptation of Optimization Hyperparameters

Apr 13, 2015
Kevin Bache, Dennis DeCoste, Padhraic Smyth

* Submission to ICLR 2015 

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Fast Approximate Matching of Cell-Phone Videos for Robust Background Subtraction

Apr 22, 2014
Raffay Hamid, Atish Das Sarma, Dennis DeCoste, Neel Sundaresan

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Compact Random Feature Maps

Dec 17, 2013
Raffay Hamid, Ying Xiao, Alex Gittens, Dennis DeCoste

* 9 pages 

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