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Robert Pless

Dissecting the impact of different loss functions with gradient surgery

Jan 27, 2022
Hong Xuan, Robert Pless

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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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DCAP: Deep Cross Attentional Product Network for User Response Prediction

May 18, 2021
Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng

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* 12 pages, 10 figures

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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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Learning Geo-Temporal Image Features

Sep 16, 2019
Menghua Zhai, Tawfiq Salem, Connor Greenwell, Scott Workman, Robert Pless, Nathan Jacobs

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* British Machine Vision Conference (BMVC) 2018

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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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