Kameswara Bharadwaj Mantha

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Transfer Learning

Image Recognition

Text Categorization

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)