Lucy Fortson

23 papers B 1Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Spatio-Spectroscopic Representation Learning using Unsupervised Convolutional Long-Short Term Memory Networks.
CoRR
Kameswara Bharadwaj Mantha, Lucy Fortson, Ramanakumar Sankar, Claudia Scarlata, Chris J. Lintott, Sandor Kruk, Mike Walmsley, Hugh Dickinson, Karen Masters, Brooke Simmons, Rebecca J. Smethurst
2024 J jnl
Scaling Laws for Galaxy Images.
CoRR
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, Joshua S. Speagle, Hugh Dickinson, Lucy Fortson, Tobias Géron, Sandor Kruk, Chris J. Lintott, Kameswara Bharadwaj Mantha, Devina Mohan, David O'Ryan, Inigo V. Slijepcevic
2023 — conf
Automated 3D Tumor Segmentation Using Temporal Cubic PatchGAN (TCuP-GAN).
BraTS/CrossMoDA@MICCAI
Kameswara Bharadwaj Mantha, Ramanakumar Sankar, Lucy Fortson
2023 J jnl
Automated 3D Tumor Segmentation using Temporal Cubic PatchGAN (TCuP-GAN).
CoRR
Kameswara Bharadwaj Mantha, Ramanakumar Sankar, Lucy Fortson
2023 — conf
TCuPGAN: A Novel Framework Developed for Optimizing Human-Machine Interactions in Citizen Science.
PKDD/ECML Workshops (2)
Ramanakumar Sankar, Kameswara Bharadwaj Mantha, Lucy Fortson, Helen Spiers, Thomas Pengo, Douglas Mashek, Myat Mo, Mark Sanders, Trace Christensen, Jeffrey Salisbury, Laura Trouille
2023 J jnl
TCuPGAN: A novel framework developed for optimizing human-machine interactions in citizen science.
CoRR
Ramanakumar Sankar, Kameswara Bharadwaj Mantha, Lucy Fortson, Helen Spiers, Thomas Pengo, Douglas Mashek, Myat Mo, Mark Sanders, Trace Christensen, Jeffrey Salisbury, Laura Trouille
2022 — conf
From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model.
CIKM Workshops
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
2022 J jnl
From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model.
CoRR
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
2021 J jnl
Citizen science, computing, and conservation: How can "Crowd AI" change the way we tackle large-scale ecological challenges?
Hum. Comput.
Meredith S. Palmer, Sarah E. Huebner, Marco Willi, Lucy Fortson, Craig Packer
2021 B conf
Exploring Learning Approaches for Ancient Greek Character Recognition with Citizen Science Data.
e-Science
Matthew I. Swindall, Gregory Thomas Croisdale, Chase C. Hunter, Ben Keener, Alex C. Williams, James H. Brusuelas, Nita Krevans, Melissa Sellew, Lucy Fortson, John F. Wallin
2021 J jnl
Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314, 000 Galaxies.
CoRR
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
2021 J jnl
Imagine All the People: Citizen Science, Artificial Intelligence, and Computational Research.
CoRR
Lea A. Shanley, Lucy Fortson, Tanya Y. Berger-Wolf, Kevin Crowston, Pietro Michelucci
2021 J jnl
Practical Galaxy Morphology Tools from Deep Supervised Representation Learning.
CoRR
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
2019 J jnl
Citizen science frontiers: Efficiency, engagement, and serendipitous discovery with human-machine systems.
Proc. Natl. Acad. Sci. USA
Laura Trouille, Chris J. Lintott, Lucy Fortson
2019 J jnl
Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning.
CoRR
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
2019 J jnl
Help Me to Help You: Machine Augmented Citizen Science.
ACM Trans. Soc. Comput.
Darryl Wright, Lucy Fortson, Chris J. Lintott, Michael Laraia, Mike Walmsley
2018 J jnl
Optimizing the Human-Machine Partnership with Zooniverse.
CoRR
Lucy Fortson, Darryl Wright, Chris J. Lintott, Laura Trouille
2018 — conf
Patterns of Volunteer Behaviour Across Online Citizen Science.
WWW (Companion Volume)
Helen Spiers, Alexandra Swanson, Lucy Fortson, Brooke D. Simmons, Laura Trouille, Samantha Blickhan, Chris J. Lintott
2014 — conf
A computational pipeline for crowdsourced transcriptions of Ancient Greek papyrus fragments.
IEEE BigData
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
2014 — conf
CTS 2014 keynotes.
CTS
Judith S. Olson, Joseph A. Konstan, Mark D. Gross, Lucy Fortson
2014 — conf
Identification of Ancient Greek Papyrus Fragments Using Genetic Sequence Alignment Algorithms.
eScience Workshops
Alex C. Williams, Hyrum D. Carroll, John F. Wallin, James H. Brusuelas, Lucy Fortson, Anne-Françoise J. Lamblin, Haoyu Yu
2014 — conf
Talking in the Zooniverse: A collaborative tool for citizen scientists.
CTS
Lucy Fortson, Stuart Lynn
2012 J jnl
Citizen Science: Contributions to Astronomy Research
CoRR
Carol Christian, Chris J. Lintott, Arfon M. Smith, Lucy Fortson, Steven Bamford