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Jordan Ubbens
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Deep plant phenomics: a deep learning platform for complex plant phenotyping tasks
JR Ubbens, I Stavness
Frontiers in plant science 8, 276225, 2017
3122017
The use of plant models in deep learning: an application to leaf counting in rosette plants
J Ubbens, M Cieslak, P Prusinkiewicz, I Stavness
Plant methods 14, 1-10, 2018
2642018
Latent space phenotyping: automatic image-based phenotyping for treatment studies
J Ubbens, M Cieslak, P Prusinkiewicz, I Parkin, J Ebersbach, I Stavness
Plant Phenomics, 2020
402020
Unsupervised domain adaptation for plant organ counting
TW Ayalew, JR Ubbens, I Stavness
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020
342020
A randomized controlled trial of attention modification for social anxiety disorder
RN Carleton, MJNT Sapach, C Oriet, S Duranceau, LM Lix, ...
Journal of anxiety disorders 33, 35-44, 2015
302015
Corrigendum: deep plant phenomics: a deep learning platform for complex plant phenotyping tasks
JR Ubbens, I Stavness
Frontiers in plant science 8, 319719, 2018
212018
Simulated plant images improve maize leaf counting accuracy
C Miao, TP Hoban, A Pages, Z Xu, E Rodene, J Ubbens, I Stavness, ...
BioRxiv, 706994, 2019
182019
Deep neural networks for genomic prediction do not estimate marker effects
J Ubbens, I Parkin, C Eynck, I Stavness, AG Sharpe
The Plant Genome 14 (3), e20147, 2021
142021
Autocount: Unsupervised segmentation and counting of organs in field images
JR Ubbens, TW Ayalew, S Shirtliffe, A Josuttes, C Pozniak, I Stavness
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020
132020
Images carried before the fire: The power, promise, and responsibility of latent phenotyping in plants
MJ Feldmann, JL Gage, SD Turner‐Hissong, JR Ubbens
The Plant Phenome Journal 4 (1), e20023, 2021
112021
ProTractor: a lightweight ground imaging and analysis system for early-season field phenotyping
N Higgs, B Leyeza, J Ubbens, J Kocur, W van der Kamp, T Cory, C Eynck, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
102019
DARTS: Double Attention Reference-based Transformer for Super-resolution
M Aslahishahri, J Ubbens, I Stavness
arXiv preprint arXiv:2307.08837, 2023
22023
Information Rate for Fast Time-Domain Instrument Classification
J Ubbens, D Gerhard
Music, Mind, and Embodiment: 11th International Symposium, CMMR 2015 …, 2016
12016
GPFN: Prior-Data Fitted Networks for Genomic Prediction
J Ubbens, I Stavness, AG Sharpe
bioRxiv, 2023.09. 20.558648, 2023
2023
Quantitative evaluation of nonlinear methods for population structure visualization and inference
J Ubbens, MJ Feldmann, I Stavness, AG Sharpe
G3 12 (9), jkac191, 2022
2022
A Latent Variable Model for Plant Stress Phenotyping Using Deep Learning
JR Ubbens
University of Saskatchewan, 2020
2020
Sparse Coding Tone-Like Structures in Sound Using Local Image Features
JR Ubbens
The University of Regina (Canada), 2015
2015
Supporting Information: The use of plant models in deep learning: an application to leaf counting in rosette plants
J Ubbens, M Cieslak, P Prusinkiewicz, I Stavness
interpretation 57, 58, 0
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