Abby Stylianou

According to our database, Abby Stylianou authored at least 27 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning.

Xin Xing, Zhexiao Xiong, Abby Stylianou, Srikumar Sastry, Liyu Gong, Nathan Jacobs

CoRR, 2023

SG×P : A Sorghum Genotype × Phenotype Prediction Dataset and Benchmark.

Zeyu Zhang, Robert Pless, Nadia Shakoor, Austin Carnahan, Abby Stylianou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploring CLIP for Real World, Text-based Image Retrieval.

Manal Sultan, Lia Jacobs, Abby Stylianou, Robert Pless

Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

Hotel Recognition Using Object Ensembles.

Sai Shreyas Bhavanasi, Abby Stylianou

Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

2022

Data-Driven Artificial Intelligence for Calibration of Hyperspectral Big Data.

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

IEEE Trans. Geosci. Remote. Sens., 2022

Comparing Deep Learning Approaches for Understanding Genotype × Phenotype Interactions in Biomass Sorghum.

Zeyu Zhang, Madison Pope, Nadia Shakoor, Robert Pless, Todd C. Mockler, Abby Stylianou

Frontiers Artif. Intell., 2022

Visualizing Paired Image Similarity in Transformer Networks.

Samuel Black, Abby Stylianou, Robert Pless, Richard Souvenir

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

Classification and Visualization of Genotype x Phenotype Interactions in Biomass Sorghum.

Abby Stylianou, Robert Pless, Nadia Shakoor, Todd C. Mockler

CoRR, 2021

The 2021 Hotel-ID to Combat Human Trafficking Competition Dataset.

Rashmi Kamath, Gregory Rolwes, Samuel Black, Abby Stylianou

CoRR, 2021

Classification and Visualization of Genotype × Phenotype Interactions in Biomass Sorghum.

Abby Stylianou, Robert Pless, Nadia Shakoor, Todd C. Mockler

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

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

David S. LeBauer, Maxwell Burnette, Noah Fahlgren, Rob Kooper, Kenton McHenry, Abby Stylianou

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Multi-Resolution Outlier Pooling for Sorghum Classification.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Improved Embeddings with Easy Positive Triplet Mining.

Hong Xuan, Abby Stylianou, Robert Pless

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets.

Xiaotong Liu, Zeyu Zhang, Roxana Leontie, Abby Stylianou, Robert Pless

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Hard Negative Examples are Hard, but Useful.

Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

TraffickCam: Explainable Image Matching For Sex Trafficking Investigations.

Abby Stylianou, Richard Souvenir, Robert Pless

CoRR, 2019

Visualizing How Embeddings Generalize.

Xiaotong Liu, Hong Xuan, Zeyu Zhang, Abby Stylianou, Robert Pless

CoRR, 2019

Visualizing Deep Similarity Networks.

Abby Stylianou, Richard Souvenir, Robert Pless

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Hotels-50K: A Global Hotel Recognition Dataset.

Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

TraffickCam: Crowdsourced and Computer Vision Based Approaches to Fighting Sex Trafficking.

Abby Stylianou, Jessica Schreier, Richard Souvenir, Robert Pless

Proceedings of the 2017 IEEE Applied Imagery Pattern Recognition Workshop, 2017

2016

SparkleGeometry: Glitter Imaging for 3D Point Tracking.

Abby Stylianou, Robert Pless

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Cameras and crowds in transportation tracking.

J. Aaron Hipp, Alicia Manteiga, Amanda Burgess, Abby Stylianou, Robert Pless

Proceedings of the conference on Wireless Health, 2015

Characterizing Feature Matching Performance over Long Time Periods.

Abby Stylianou, Austin Abrams, Robert Pless

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Indexing open imagery to create tools to fight sex trafficking.

Abby Stylianou, Abigail Norling-Ruggles, Richard Souvenir, Robert Pless

Proceedings of the 2015 IEEE Applied Imagery Pattern Recognition Workshop, 2015

2014

Images don't forget: Online photogrammetry to find lost graves.

Abby Stylianou, Joseph D. O'Sullivan, Austin Abrams, Robert Pless

Proceedings of the 2014 IEEE Applied Imagery Pattern Recognition Workshop, 2014

Democratizing the visualization of 500 million webcam images.

Joseph D. O'Sullivan, Abby Stylianou, Austin Abrams, Robert Pless

Proceedings of the 2014 IEEE Applied Imagery Pattern Recognition Workshop, 2014

2013

Finding Jane Doe: A forensic application of 2D image calibration.

Abby Stylianou, Austin Abrams, Robert Pless

Proceedings of the 5th International Conference on Imaging for Crime Detection and Prevention, 2013