Greg Olmschenk

20 papers A 1Misc 1Journal 9Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Classification of Variable Stars Using Convolutional Neural Network. ICDM (Workshops) Abhina Premachandran Bindu, Greg Olmschenk, Zhigang Zhu
2025	J	`jnl`	Exoplanet Transit Candidate Identification in TESS Full-Frame Images via a Transformer-Based Algorithm. CoRR Helem Salinas, Rafael Brahm, Greg Olmschenk, Richard K. Barry, Karim Pichara, Stela Ishitani Silva, Vladimir Araujo
2025	J	`jnl`	Extrapolation of Periodic Functions Using Binary Encoding of Continuous Numerical Values. CoRR Brian P. Powell, Jordan A. Caraballo-Vega, Mark L. Carroll, Thomas Maxwell, Andrew Ptak, Greg Olmschenk, Jorge Martínez-Palomera
2025	J	`jnl`	The TESS Ten Thousand Catalog: 10,001 uniformly-vetted and -validated Eclipsing Binary Stars detected in Full-Frame Image data by machine learning and analyzed by citizen scientists. CoRR Veselin B. Kostov, Brian P. Powell, Aline U. Fornear, Marco Z. Di Fraia, Robert Gagliano, Thomas L. Jacobs, Julien S. de Lambilly, Hugo A. Durantini Luca, Steven R. Majewski, Mark Omohundro, Jerome Orosz, Saul A. Rappaport, Ryan Salik, Donald Short, William Welsh, Svetoslav Alexandrov, Cledison Marcos da Silva, Erika Dunning, Gerd Guhne, Marc Huten, Michiharu Hyogo, Davide Iannone, Sam Lee, Christian Magliano, Manya Sharma, Allan Tarr, John Yablonsky, Sovan Acharya, Fred Adams, Thomas Barclay, Benjamin T. Montet, Susan Mullally, Greg Olmschenk, Andrej Prsa, Elisa Quintana, Robert Wilson, Hasret Balcioglu, Ethan Kruse, Eclipsing Binary Patrol Collaboration
2024	J	`jnl`	Short-Period Variables in TESS Full-Frame Image Light Curves Identified via Convolutional Neural Networks. CoRR Greg Olmschenk, Richard K. Barry, Stela Ishitani Silva, Brian P. Powell, Ethan Kruse, Jeremy D. Schnittman, Agnieszka M. Cieplak, Thomas Barclay, Siddhant Solanki, Bianca Ortega, John Baker, Yesenia Helem Salinas Mamani
2021	J	`jnl`	Identifying Planetary Transit Candidates in TESS Full-Frame Image Light Curves via Convolutional Neural Networks. CoRR Greg Olmschenk, Stela Ishitani Silva, Gioia Rau, Richard K. Barry, Ethan Kruse, Luca Cacciapuoti, Veselin B. Kostov, Brian P. Powell, Edward Wyrwas, Jeremy D. Schnittman, Thomas Barclay
2021	J	`jnl`	Impact of Labeling Schemes on Dense Crowd Counting Using Convolutional Neural Networks with Multiscale Upsampling. Int. J. Pattern Recognit. Artif. Intell. Greg Olmschenk, Xuan Wang, Hao Tang, Zhigang Zhu
2020	—	`conf`	Improving Dense Crowd Counting Convolutional Neural Networks using Inverse k-Nearest Neighbor Maps and Multiscale Upsampling. VISIGRAPP (5: VISAPP) Greg Olmschenk, Hao Tang, Zhigang Zhu
2019	—	`conf`	Dense Crowd Counting Convolutional Neural Networks with Minimal Data using Semi-Supervised Dual-Goal Generative Adversarial Networks. CVPR Workshops Greg Olmschenk, Jin Chen, Hao Tang, Zhigang Zhu
2019	J	`jnl`	Generalizing semi-supervised generative adversarial networks to regression using feature contrasting. Comput. Vis. Image Underst. Greg Olmschenk, Zhigang Zhu, Hao Tang
2019	J	`jnl`	Improving Dense Crowd Counting Convolutional Neural Networks using Inverse k-Nearest Neighbor Maps and Multiscale Upsampling. CoRR Greg Olmschenk, Hao Tang, Zhigang Zhu
2019	—	`—`	Semi-supervised Regression with Generative Adversarial Networks Using Minimal Labeled Data. Greg Olmschenk
2018	—	`conf`	ASSIST: Personalized Indoor Navigation via Multimodal Sensors and High-Level Semantic Information. ECCV Workshops (6) Vishnu Nair, Manjekar Budhai, Greg Olmschenk, William H. Seiple, Zhigang Zhu
2018	A	`conf`	Crowd Counting with Minimal Data Using Generative Adversarial Networks for Multiple Target Regression. WACV Greg Olmschenk, Hao Tang, Zhigang Zhu
2018	J	`jnl`	Generalizing semi-supervised generative adversarial networks to regression. CoRR Greg Olmschenk, Zhigang Zhu, Hao Tang
2017	—	`conf`	Pitch and Roll Camera Orientation from a Single 2D Image Using Convolutional Neural Networks. CRV Greg Olmschenk, Hao Tang, Zhigang Zhu
2015	—	`conf`	Evaluating Crowd Sourced Navigation for the Visually Impaired in a Virtual Environment. IEEE MS Wai L. Khoo, Greg Olmschenk, Zhigang Zhu, Tony Ro
2015	—	`conf`	Mobile Crowd Assisted Navigation for the Visually Impaired. UIC/ATC/ScalCom Greg Olmschenk, Christopher Yang, Zhigang Zhu, Hanghang Tong, William H. Seiple
2015	Misc	`conf`	Mobile real-time single image 3D corridor reconstruction using J-Linkage. MVA Greg Olmschenk, Zhigang Zhu
2014	—	`conf`	3D Hallway Modeling Using a Single Image. CVPR Workshops Greg Olmschenk, Zhigang Zhu