Lucy Fortson

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Transfer Learning

Tumor Segmentation

Top Venues

Publications

Mike Walmsley, Micah Bowles, Anna M. M. Scaife, Jason Shingirai Makechemu, Alexander J. Gordon, Annette M. N. Ferguson, Robert G. Mann, James Pearson, Jürgen J. Popp, Jo Bovy, Josh Speagle, Hugh Dickinson, Lucy Fortson, Tobias Géron, Sandor Kruk, Chris J. Lintott, Kameswara Bharadwaj Mantha, Devina Mohan, David O'Ryan, Inigo V. Slijepcevic
Scaling Laws for Galaxy Images. CoRR (2024)
Ramanakumar Sankar, Kameswara Bharadwaj Mantha, Lucy Fortson, Helen Spiers, Thomas Pengo, Douglas Mashek, Myat Mo, Mark Sanders, Trace Christensen, Jeffrey Salisbury, Laura Trouille
TCuPGAN: A novel framework developed for optimizing human-machine interactions in citizen science. CoRR (2023)
Kameswara Bharadwaj Mantha, Ramanakumar Sankar, Lucy Fortson
Automated 3D Tumor Segmentation using Temporal Cubic PatchGAN (TCuP-GAN). CoRR (2023)
Kameswara Bharadwaj Mantha, Ramanakumar Sankar, Yuping Zheng, Lucy Fortson, Thomas Pengo, Douglas Mashek, Mark Sanders, Trace Christensen, Jeffrey Salisbury, Laura Trouille, Jarrett E. K. Byrnes, Isaac Rosenthal, Henry Houskeeper, Kyle Cavanaugh
From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model. CoRR (2022)
Kameswara Bharadwaj Mantha, Ramanakumar Sankar, Yuping Zheng, Lucy Fortson, Thomas Pengo, Douglas Mashek, Mark Sanders, Trace Christensen, Jeffrey Salisbury, Laura Trouille, Jarrett E. K. Byrnes, Isaac Rosenthal, Henry Houskeeper, Kyle Cavanaugh
From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model. CIKM Workshops (2022)
Mike Walmsley, Anna M. M. Scaife, Chris J. Lintott, Michelle Lochner, Verlon Etsebeth, Tobias Géron, Hugh Dickinson, Lucy Fortson, Sandor Kruk, Karen L. Masters, Kameswara Bharadwaj Mantha, Brooke D. Simmons
Practical Galaxy Morphology Tools from Deep Supervised Representation Learning. CoRR (2021)
Matthew I. Swindall, Gregory Croisdale, Chase C. Hunter, Ben Keener, Alex C. Williams, James H. Brusuelas, Nita Krevans, Melissa Sellew, Lucy Fortson, John F. Wallin
Exploring Learning Approaches for Ancient Greek Character Recognition with Citizen Science Data. e-Science (2021)
Lea A. Shanley, Lucy Fortson, Tanya Y. Berger-Wolf, Kevin Crowston, Pietro Michelucci
Imagine All the People: Citizen Science, Artificial Intelligence, and Computational Research. CoRR (2021)
Meredith S. Palmer, Sarah E. Huebner, Marco Willi, Lucy Fortson, Craig Packer
Citizen science, computing, and conservation: How can "Crowd AI" change the way we tackle large-scale ecological challenges? Hum. Comput. 8 (2) (2021)
Mike Walmsley, Chris J. Lintott, Tobias Géron, Sandor Kruk, Coleman Krawczyk, Kyle W. Willett, Steven Bamford, William Keel, Lee S. Kelvin, Lucy Fortson, Karen L. Masters, Vihang Mehta, Brooke D. Simmons, Rebecca J. Smethurst, Elisabeth M. Baeten, Christine Macmillan
Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314, 000 Galaxies. CoRR (2021)
Laura Trouille, Chris J. Lintott, Lucy Fortson
Citizen science frontiers: Efficiency, engagement, and serendipitous discovery with human-machine systems. Proc. Natl. Acad. Sci. USA 116 (6) (2019)
Mike Walmsley, Lewis Smith, Chris J. Lintott, Yarin Gal, Steven Bamford, Hugh Dickinson, Lucy Fortson, Sandor Kruk, Karen Masters, Claudia Scarlata, Brooke Simmons, Rebecca J. Smethurst, Darryl Wright
Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning. CoRR (2019)
Darryl Wright, Lucy Fortson, Chris J. Lintott, Michael Laraia, Mike Walmsley
Help Me to Help You: Machine Augmented Citizen Science. ACM Trans. Soc. Comput. 2 (3) (2019)
Helen Spiers, Alexandra Swanson, Lucy Fortson, Brooke D. Simmons, Laura Trouille, Samantha Blickhan, Chris J. Lintott
Patterns of Volunteer Behaviour Across Online Citizen Science. WWW (Companion Volume) (2018)
Lucy Fortson, Darryl Wright, Chris J. Lintott, Laura Trouille
Optimizing the Human-Machine Partnership with Zooniverse. CoRR (2018)
Alex C. Williams, Hyrum D. Carroll, John F. Wallin, James H. Brusuelas, Lucy Fortson, Anne-Françoise J. Lamblin, Haoyu Yu
Identification of Ancient Greek Papyrus Fragments Using Genetic Sequence Alignment Algorithms. eScience Workshops (2014)
Lucy Fortson, Stuart Lynn
Talking in the Zooniverse: A collaborative tool for citizen scientists. CTS (2014)
Alex C. Williams, John F. Wallin, Haoyu Yu, Marco Perale, Hyrum D. Carroll, Anne-Françoise J. Lamblin, Lucy Fortson, Dirk Obbink, Chris J. Lintott, James H. Brusuelas
A computational pipeline for crowdsourced transcriptions of Ancient Greek papyrus fragments. IEEE BigData (2014)
Judith S. Olson, Joseph A. Konstan, Mark D. Gross, Lucy Fortson
CTS 2014 keynotes. CTS (2014)
Carol Christian, Chris J. Lintott, Arfon M. Smith, Lucy Fortson, Steven Bamford
Citizen Science: Contributions to Astronomy Research CoRR (2012)