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Abby Stylianou

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2020 – today

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2024
[c21]
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Xin Xing, Zhexiao Xiong, Abby Stylianou, Srikumar Sastry, Liyu Gong, Nathan Jacobs:
Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning. CVPR Workshops 2024: 7799-7808
[i12]
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  - journals/corr/abs-2409-03012
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Abby Stylianou, Michelle Brachman, Albatool Wazzan, Samuel Black, Richard Souvenir:
Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications. CoRR abs/2409.03012 (2024)
2023
[c20]
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  - conf/aipr/BhavanasiS23
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Sai Shreyas Bhavanasi, Abby Stylianou:
Hotel Recognition Using Object Ensembles. AIPR 2023: 1-8
[c19]
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Manal Sultan, Lia Jacobs, Abby Stylianou, Robert Pless:
Exploring CLIP for Real World, Text-based Image Retrieval. AIPR 2023: 1-6
[c18]
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Zeyu Zhang, Robert Pless, Nadia Shakoor, Austin Carnahan, Abby Stylianou:
SG×P : A Sorghum Genotype × Phenotype Prediction Dataset and Benchmark. NeurIPS 2023
[i11]
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  - journals/corr/abs-2310-15985
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Xin Xing, Zhexiao Xiong, Abby Stylianou, Srikumar Sastry, Liyu Gong, Nathan Jacobs:
Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning. CoRR abs/2310.15985 (2023)
2022
[j2]
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Zeyu Zhang, Madison Pope, Nadia Shakoor, Robert Pless, Todd C. Mockler, Abby Stylianou:
Comparing Deep Learning Approaches for Understanding Genotype × Phenotype Interactions in Biomass Sorghum. Frontiers Artif. Intell. 5 (2022)
[j1]
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  - journals/tgrs/SaganMSBGBDHLNP22
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Vasit Sagan, Maitiniyazi Maimaitijiang, Paheding Sidike, Sourav Bhadra, Nichole Gosselin, Maxwell Burnette, Jeffrey Demieville, Sean Hartling, David S. LeBauer, Maria Newcomb, Duke Pauli, Kyle T. Peterson, Nadia Shakoor, Abby Stylianou, Charles S. Zender, Todd C. Mockler:
Data-Driven Artificial Intelligence for Calibration of Hyperspectral Big Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-20 (2022)
[c17]
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Samuel Black, Abby Stylianou, Robert Pless, Richard Souvenir:
Visualizing Paired Image Similarity in Transformer Networks. WACV 2022: 1534-1543
2021
[c16]
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  - conf/cvpr/RenDRPSS21
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Chao Ren, Justin Dulay, Gregory Rolwes, Duke Pauli, Nadia Shakoor, Abby Stylianou:
Multi-Resolution Outlier Pooling for Sorghum Classification. CVPR Workshops 2021: 2931-2939
[c15]
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Abby Stylianou, Robert Pless, Nadia Shakoor, Todd C. Mockler:
Classification and Visualization of Genotype × Phenotype Interactions in Biomass Sorghum. ICCVW 2021: 1352-1361
[c14]
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David S. LeBauer, Maxwell Burnette, Noah Fahlgren, Rob Kooper, Kenton McHenry, Abby Stylianou:
What Does TERRA-REF's High Resolution, Multi Sensor Plant Sensing Public Domain Data Offer the Computer Vision Community? ICCVW 2021: 1409-1415
[i10]
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  - journals/corr/abs-2106-05746
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Rashmi Kamath, Gregory Rolwes, Samuel Black, Abby Stylianou:
The 2021 Hotel-ID to Combat Human Trafficking Competition Dataset. CoRR abs/2106.05746 (2021)
[i9]
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  - journals/corr/abs-2106-05748
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Chao Ren, Justin Dulay, Gregory Rolwes, Duke Pauli, Nadia Shakoor, Abby Stylianou:
Multi-resolution Outlier Pooling for Sorghum Classification. CoRR abs/2106.05748 (2021)
[i8]
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  - journals/corr/abs-2107-14072
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David S. LeBauer, Maxwell Burnette, Noah Fahlgren, Rob Kooper, Kenton McHenry, Abby Stylianou:
What Does TERRA-REF's High Resolution, Multi Sensor Plant Sensing Public Domain Data Offer the Computer Vision Community? CoRR abs/2107.14072 (2021)
[i7]
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  - journals/corr/abs-2108-04090
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Abby Stylianou, Robert Pless, Nadia Shakoor, Todd C. Mockler:
Classification and Visualization of Genotype x Phenotype Interactions in Biomass Sorghum. CoRR abs/2108.04090 (2021)
2020
[c13]
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  - conf/eccv/XuanSLP20
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Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless:
Hard Negative Examples are Hard, but Useful. ECCV (14) 2020: 126-142
[c12]
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Hong Xuan, Abby Stylianou, Robert Pless:
Improved Embeddings with Easy Positive Triplet Mining. WACV 2020: 2463-2471
[c11]
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  - conf/wacv/LiuZLSP20
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Xiaotong Liu, Zeyu Zhang, Roxana Leontie, Abby Stylianou, Robert Pless:
2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets. WACV 2020: 2539-2547
[i6]
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  - journals/corr/abs-2007-12749
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Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless:
Hard negative examples are hard, but useful. CoRR abs/2007.12749 (2020)

2010 – 2019

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2019
[c10]
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  - conf/aaai/StylianouXSBSP19
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Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless:
Hotels-50K: A Global Hotel Recognition Dataset. AAAI 2019: 726-733
[c9]
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Abby Stylianou, Richard Souvenir, Robert Pless:
Visualizing Deep Similarity Networks. WACV 2019: 2029-2037
[i5]
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  - journals/corr/abs-1901-00536
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Abby Stylianou, Richard Souvenir, Robert Pless:
Visualizing Deep Similarity Networks. CoRR abs/1901.00536 (2019)
[i4]
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  - journals/corr/abs-1901-11397
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Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless:
Hotels-50K: A Global Hotel Recognition Dataset. CoRR abs/1901.11397 (2019)
[i3]
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  - journals/corr/abs-1904-04370
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Hong Xuan, Abby Stylianou, Robert Pless:
Improved Embeddings with Easy Positive Triplet Mining. CoRR abs/1904.04370 (2019)
[i2]
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  - journals/corr/abs-1909-07464
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Xiaotong Liu, Hong Xuan, Zeyu Zhang, Abby Stylianou, Robert Pless:
Visualizing How Embeddings Generalize. CoRR abs/1909.07464 (2019)
[i1]
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  - journals/corr/abs-1910-03455
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Abby Stylianou, Richard Souvenir, Robert Pless:
TraffickCam: Explainable Image Matching For Sex Trafficking Investigations. CoRR abs/1910.03455 (2019)
2017
[c8]
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  - conf/aipr/StylianouSSP17
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Abby Stylianou, Jessica Schreier, Richard Souvenir, Robert Pless:
TraffickCam: Crowdsourced and Computer Vision Based Approaches to Fighting Sex Trafficking. AIPR 2017: 1-8
2016
[c7]
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Abby Stylianou, Robert Pless:
SparkleGeometry: Glitter Imaging for 3D Point Tracking. CVPR Workshops 2016: 919-926
2015
[c6]
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Abby Stylianou, Abigail Norling-Ruggles, Richard Souvenir, Robert Pless:
Indexing open imagery to create tools to fight sex trafficking. AIPR 2015: 1-6
[c5]
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  - conf/wacv/StylianouAP15
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Abby Stylianou, Austin Abrams, Robert Pless:
Characterizing Feature Matching Performance over Long Time Periods. WACV 2015: 892-898
[c4]
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  - conf/wh/HippMBSP15
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J. Aaron Hipp, Alicia Manteiga, Amanda Burgess, Abby Stylianou, Robert Pless:
Cameras and crowds in transportation tracking. Wireless Health 2015: 6:1-6:8
2014
[c3]
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  - conf/aipr/OSullivanSAP14
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Joseph D. O'Sullivan, Abby Stylianou, Austin Abrams, Robert Pless:
Democratizing the visualization of 500 million webcam images. AIPR 2014: 1-5
[c2]
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  - conf/aipr/StylianouOAP14
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Abby Stylianou, Joseph D. O'Sullivan, Austin Abrams, Robert Pless:
Images don't forget: Online photogrammetry to find lost graves. AIPR 2014: 1-8
2013
[c1]
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  - conf/icdp/StylianouAP13
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Abby Stylianou, Austin Abrams, Robert Pless:
Finding Jane Doe: A forensic application of 2D image calibration. ICDP 2013: 1-6

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