Finding Jane Doe: A forensic application of 2D image calibration. - Abby Stylianou; Austin Abrams; Robert Pless (ICDP, 2013)

Democratizing the visualization of 500 million webcam images. - Joseph D. O'Sullivan; Abby Stylianou; Austin Abrams; Robert Pless (AIPR, 2014)

Images don't forget: Online photogrammetry to find lost graves. - Abby Stylianou; Joseph D. O'Sullivan; Austin Abrams; Robert Pless (AIPR, 2014)

Indexing open imagery to create tools to fight sex trafficking. - Abby Stylianou; Abigail Norling-Ruggles; Richard Souvenir; Robert Pless (AIPR, 2015)

Characterizing Feature Matching Performance over Long Time Periods. - Abby Stylianou; Austin Abrams; Robert Pless (WACV, 2015)

Cameras and crowds in transportation tracking. - J. Aaron Hipp; Alicia Manteiga; Amanda Burgess; Abby Stylianou; Robert Pless (Wireless Health, 2015)

SparkleGeometry: Glitter Imaging for 3D Point Tracking. - Abby Stylianou; Robert Pless (CVPR Workshops, 2016)

TraffickCam: Crowdsourced and Computer Vision Based Approaches to Fighting Sex Trafficking. - Abby Stylianou; Jessica Schreier; Richard Souvenir; Robert Pless (AIPR, 2017)

Hotels-50K: A Global Hotel Recognition Dataset. - Abby Stylianou; Hong Xuan; Maya Shende; Jonathan Brandt; Richard Souvenir; Robert Pless (AAAI, 2019)

Visualizing Deep Similarity Networks. - Abby Stylianou; Richard Souvenir; Robert Pless (WACV, 2019)

Visualizing How Embeddings Generalize. - Xiaotong Liu; Hong Xuan; Zeyu Zhang; Abby Stylianou; Robert Pless (CoRR, 2019)

TraffickCam: Explainable Image Matching For Sex Trafficking Investigations. - Abby Stylianou; Richard Souvenir; Robert Pless (CoRR, 2019)

Hard Negative Examples are Hard, but Useful. - Hong Xuan; Abby Stylianou; Xiaotong Liu; Robert Pless (ECCV (14), 2020)

2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets. - Xiaotong Liu; Zeyu Zhang; Roxana Leontie; Abby Stylianou; Robert Pless (WACV, 2020)

Improved Embeddings with Easy Positive Triplet Mining. - Hong Xuan; Abby Stylianou; Robert Pless (WACV, 2020)

Multi-Resolution Outlier Pooling for Sorghum Classification. - Chao Ren; Justin Dulay; Gregory Rolwes; Duke Pauli; Nadia Shakoor; Abby Stylianou (CVPR 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 (ICCVW, 2021)

Classification and Visualization of Genotype × Phenotype Interactions in Biomass Sorghum. - Abby Stylianou; Robert Pless; Nadia Shakoor; Todd C. Mockler (ICCVW, 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 x Phenotype Interactions in Biomass Sorghum. - Abby Stylianou; Robert Pless; Nadia Shakoor; Todd C. Mockler (CoRR, 2021)

Visualizing Paired Image Similarity in Transformer Networks. - Samuel Black; Abby Stylianou; Robert Pless; Richard Souvenir (WACV, 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)

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; et al. (IEEE Trans. Geosci. Remote. Sens., 2022)

Hotel Recognition Using Object Ensembles. - Sai Shreyas Bhavanasi; Abby Stylianou (AIPR, 2023)

Exploring CLIP for Real World, Text-based Image Retrieval. - Manal Sultan; Lia Jacobs; Abby Stylianou; Robert Pless (AIPR, 2023)

SG×P : A Sorghum Genotype × Phenotype Prediction Dataset and Benchmark. - Zeyu Zhang; Robert Pless; Nadia Shakoor; Austin Carnahan; Abby Stylianou (NeurIPS, 2023)

Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning. - Xin Xing 002; Zhexiao Xiong; Abby Stylianou; Srikumar Sastry; Liyu Gong; Nathan Jacobs (CVPR Workshops, 2024)

Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications. - Abby Stylianou; Michelle Brachman; Albatool Wazzan; Samuel Black; Richard Souvenir (CoRR, 2024)

good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval. - Pranavi Kolouju; Eric Xing; Robert Pless; Nathan Jacobs; Abby Stylianou (CVPR Workshops, 2025)

ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval. - Eric Xing; Pranavi Kolouju; Robert Pless; Abby Stylianou; Nathan Jacobs (CVPR, 2025)

Geospatial Time Machine: A Generative Model to Enhance Spectral-Temporal Data Resolution. - Felipe A. Lopes; Vasit Sagan; Supria Sarkar; Abby Stylianou; Flavio Esposito (IEEE Trans. Geosci. Remote. Sens., 2025)

QuARI: Query Adaptive Retrieval Improvement. - Eric Xing; Abby Stylianou; Robert Pless; Nathan Jacobs (CoRR, 2025)