Abby Stylianou

44 papers A* 3A 5Journal 19Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Will It Zero-Shot?: Predicting Zero-Shot Classification Performance For Arbitrary Queries. CoRR Kevin Robbins, Xiaotong Liu, Yu Wu, Le Sun, Grady McPeak, Abby Stylianou, Robert Pless
2025	A*	`conf`	ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval. CVPR Eric Xing, Pranavi Kolouju, Robert Pless, Abby Stylianou, Nathan Jacobs
2025	J	`jnl`	ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval. CoRR Eric Xing, Pranavi Kolouju, Robert Pless, Abby Stylianou, Nathan Jacobs
2025	J	`jnl`	Geospatial Time Machine: A Generative Model to Enhance Spectral-Temporal Data Resolution. IEEE Trans. Geosci. Remote. Sens. Felipe A. Lopes, Vasit Sagan, Supria Sarkar, Abby Stylianou, Flavio Esposito
2025	—	`conf`	Imgs2imgs: Improving Visual Consistency in Multiview Image Editing. AIPR Mohamed Gallai, Abby Stylianou
2025	J	`jnl`	QuARI: Query Adaptive Retrieval Improvement. CoRR Eric Xing, Abby Stylianou, Robert Pless, Nathan Jacobs
2025	—	`conf`	Will It Zero-Shot?:Predicting Zero-Shot Classification Performance for Arbitrary Queries. ICDM (Workshops) Kevin Robbins, Xiaotong Liu, Yu Wu, Le Sun, Grady McPeak, Abby Stylianou, Robert Pless
2025	—	`conf`	good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval. CVPR Workshops Pranavi Kolouju, Eric Xing, Robert Pless, Nathan Jacobs, Abby Stylianou
2025	J	`jnl`	good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval. CoRR Pranavi Kolouju, Eric Xing, Robert Pless, Nathan Jacobs, Abby Stylianou
2024	J	`jnl`	Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications. CoRR Abby Stylianou, Michelle Brachman, Albatool Wazzan, Samuel Black, Richard Souvenir
2024	—	`conf`	Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning. CVPR Workshops Xin Xing, Zhexiao Xiong, Abby Stylianou, Srikumar Sastry, Liyu Gong, Nathan Jacobs
2023	—	`conf`	Exploring CLIP for Real World, Text-based Image Retrieval. AIPR Manal Sultan, Lia Jacobs, Abby Stylianou, Robert Pless
2023	—	`conf`	Hotel Recognition Using Object Ensembles. AIPR Sai Shreyas Bhavanasi, Abby Stylianou
2023	A*	`conf`	SG×P : A Sorghum Genotype × Phenotype Prediction Dataset and Benchmark. NeurIPS Zeyu Zhang, Robert Pless, Nadia Shakoor, Austin Carnahan, Abby Stylianou
2023	J	`jnl`	Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning. CoRR Xin Xing, Zhexiao Xiong, Abby Stylianou, Srikumar Sastry, Liyu Gong, Nathan Jacobs
2022	J	`jnl`	Comparing Deep Learning Approaches for Understanding Genotype × Phenotype Interactions in Biomass Sorghum. Frontiers Artif. Intell. Zeyu Zhang, Madison Pope, Nadia Shakoor, Robert Pless, Todd C. Mockler, Abby Stylianou
2022	J	`jnl`	Data-Driven Artificial Intelligence for Calibration of Hyperspectral Big Data. IEEE Trans. Geosci. Remote. Sens. 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
2022	A	`conf`	Visualizing Paired Image Similarity in Transformer Networks. WACV Samuel Black, Abby Stylianou, Robert Pless, Richard Souvenir
2021	J	`jnl`	Classification and Visualization of Genotype x Phenotype Interactions in Biomass Sorghum. CoRR Abby Stylianou, Robert Pless, Nadia Shakoor, Todd C. Mockler
2021	—	`conf`	Classification and Visualization of Genotype × Phenotype Interactions in Biomass Sorghum. ICCVW Abby Stylianou, Robert Pless, Nadia Shakoor, Todd C. Mockler
2021	—	`conf`	Multi-Resolution Outlier Pooling for Sorghum Classification. CVPR Workshops Chao Ren, Justin Dulay, Gregory Rolwes, Duke Pauli, Nadia Shakoor, Abby Stylianou
2021	J	`jnl`	Multi-resolution Outlier Pooling for Sorghum Classification. CoRR Chao Ren, Justin Dulay, Gregory Rolwes, Duke Pauli, Nadia Shakoor, Abby Stylianou
2021	J	`jnl`	The 2021 Hotel-ID to Combat Human Trafficking Competition Dataset. CoRR Rashmi Kamath, Gregory Rolwes, Samuel Black, Abby Stylianou
2021	—	`conf`	What Does TERRA-REF's High Resolution, Multi Sensor Plant Sensing Public Domain Data Offer the Computer Vision Community? ICCVW David S. LeBauer, Maxwell Burnette, Noah Fahlgren, Rob Kooper, Kenton McHenry, Abby Stylianou
2021	J	`jnl`	What Does TERRA-REF's High Resolution, Multi Sensor Plant Sensing Public Domain Data Offer the Computer Vision Community? CoRR David S. LeBauer, Maxwell Burnette, Noah Fahlgren, Rob Kooper, Kenton McHenry, Abby Stylianou
2020	A	`conf`	2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets. WACV Xiaotong Liu, Zeyu Zhang, Roxana Leontie, Abby Stylianou, Robert Pless
2020	—	`conf`	Hard Negative Examples are Hard, but Useful. ECCV (14) Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless
2020	J	`jnl`	Hard negative examples are hard, but useful. CoRR Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless
2020	A	`conf`	Improved Embeddings with Easy Positive Triplet Mining. WACV Hong Xuan, Abby Stylianou, Robert Pless
2019	A*	`conf`	Hotels-50K: A Global Hotel Recognition Dataset. AAAI Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless
2019	J	`jnl`	Hotels-50K: A Global Hotel Recognition Dataset. CoRR Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless
2019	J	`jnl`	Improved Embeddings with Easy Positive Triplet Mining. CoRR Hong Xuan, Abby Stylianou, Robert Pless
2019	J	`jnl`	TraffickCam: Explainable Image Matching For Sex Trafficking Investigations. CoRR Abby Stylianou, Richard Souvenir, Robert Pless
2019	A	`conf`	Visualizing Deep Similarity Networks. WACV Abby Stylianou, Richard Souvenir, Robert Pless
2019	J	`jnl`	Visualizing Deep Similarity Networks. CoRR Abby Stylianou, Richard Souvenir, Robert Pless
2019	J	`jnl`	Visualizing How Embeddings Generalize. CoRR Xiaotong Liu, Hong Xuan, Zeyu Zhang, Abby Stylianou, Robert Pless
2017	—	`conf`	TraffickCam: Crowdsourced and Computer Vision Based Approaches to Fighting Sex Trafficking. AIPR Abby Stylianou, Jessica Schreier, Richard Souvenir, Robert Pless
2016	—	`conf`	SparkleGeometry: Glitter Imaging for 3D Point Tracking. CVPR Workshops Abby Stylianou, Robert Pless
2015	—	`conf`	Cameras and crowds in transportation tracking. Wireless Health J. Aaron Hipp, Alicia Manteiga, Amanda Burgess, Abby Stylianou, Robert Pless
2015	A	`conf`	Characterizing Feature Matching Performance over Long Time Periods. WACV Abby Stylianou, Austin Abrams, Robert Pless
2015	—	`conf`	Indexing open imagery to create tools to fight sex trafficking. AIPR Abby Stylianou, Abigail Norling-Ruggles, Richard Souvenir, Robert Pless
2014	—	`conf`	Democratizing the visualization of 500 million webcam images. AIPR Joseph D. O'Sullivan, Abby Stylianou, Austin Abrams, Robert Pless
2014	—	`conf`	Images don't forget: Online photogrammetry to find lost graves. AIPR Abby Stylianou, Joseph D. O'Sullivan, Austin Abrams, Robert Pless
2013	—	`conf`	Finding Jane Doe: A forensic application of 2D image calibration. ICDP Abby Stylianou, Austin Abrams, Robert Pless