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Abby Stylianou
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What Does TERRA-REF's High Resolution, Multi Sensor Plant Sensing Public Domain Data Offer the Computer Vision Community?


Aug 18, 2021
David LeBauer, Max Burnette, Noah Fahlgren, Rob Kooper, Kenton McHenry, Abby Stylianou

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* 7 pages, 4 figures, ICCV 2021 Workshop on Computer Vision Problems in Plant Phenotyping and Agriculture (CVPPA) 
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Classification and Visualization of Genotype x Phenotype Interactions in Biomass Sorghum


Aug 09, 2021
Abby Stylianou, Robert Pless, Nadia Shakoor, Todd Mockler

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* ICCV 2021 Workshop on Computer Vision Problems in Plant Phenotyping and Agriculture (CVPPA) 
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Multi-resolution Outlier Pooling for Sorghum Classification


Jun 22, 2021
Chao Ren, Justin Dulay, Gregory Rolwes, Duke Pauli, Nadia Shakoor, Abby Stylianou

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* CVPR 2021 Agriculture-Vision Workshop 
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The 2021 Hotel-ID to Combat Human Trafficking Competition Dataset


Jun 14, 2021
Rashmi Kamath, Gregory Rolwes, Samuel Black, Abby Stylianou

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* CVPR 2021 Workshop on Fine-Grained Visual Categorization (FGVC) 
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Hard negative examples are hard, but useful


Jul 24, 2020
Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless

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* CV, Triplet loss, Image embedding, 14 pages, 9 figures, ECCV 2020 
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TraffickCam: Explainable Image Matching For Sex Trafficking Investigations


Oct 08, 2019
Abby Stylianou, Richard Souvenir, Robert Pless

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* Presented at AAAI FSS-19: Artificial Intelligence in Government and Public Sector, Arlington, Virginia, USA 
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Visualizing How Embeddings Generalize


Sep 16, 2019
Xiaotong Liu, Hong Xuan, Zeyu Zhang, Abby Stylianou, Robert Pless

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* 8 pages,4 figures, published in ICML workshop:Understanding and Improving Generalization in Deep Learning 
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