From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption

Authors: Ye, Renhao, Shen, Shiyin, de Souza, Rafael S., Xu, Quanfeng, Chen, Mi, Chen, Zhu, Ishida, Emille E. O., Krone-Martins, Alberto, Durgesh, Rupesh

Subject Terms: Astrophysics - Astrophysics of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2412.15533

Are classification metrics good proxies for SN Ia cosmological constraining power?

Authors: Malz, Alex I., Dai, Mi, Ponder, Kara A., Ishida, Emille E. O., Gonzalez-Gaitain, Santiago, Durgesh, Rupesh, Krone-Martins, Alberto, de Souza, Rafael S., Kennamer, Noble, Sreejith, Sreevarsha, Galbany, Lluis, Collaboration, The LSST Dark Energy Science, Initiative, The Cosmostatistics

Source: A&A 694, A130 (2025)

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics

Access URL: http://arxiv.org/abs/2305.14421

From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation

Authors: Xu, Quanfeng, Shen, Shiyin, de Souza, Rafael S., Chen, Mi, Ye, Renhao, She, Yumei, Chen, Zhu, Ishida, Emille E. O., Krone-Martins, Alberto, Durgesh, Rupesh

Subject Terms: Astrophysics - Astrophysics of Galaxies, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.08627

A2D2: Audi Autonomous Driving Dataset

Authors: Geyer, Jakob, Kassahun, Yohannes, Mahmudi, Mentar, Ricou, Xavier, Durgesh, Rupesh, Chung, Andrew S., Hauswald, Lorenz, Pham, Viet Hoang, Mühlegg, Maximilian, Dorn, Sebastian, Fernandez, Tiffany, Jänicke, Martin, Mirashi, Sudesh, Savani, Chiragkumar, Sturm, Martin, Vorobiov, Oleksandr, Oelker, Martin, Garreis, Sebastian, Schuberth, Peter

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2004.06320

From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption.

Authors: ((叶人豪)), Renhao Ye, ((沈世银)), Shiyin Shen, Souza, Rafael S de, ((徐权峰)), Quanfeng Xu, ((陈宓)), Mi Chen, ((陈竹)), Zhu Chen, Ishida, Emille E O, Krone-Martins, Alberto, Durgesh, Rupesh

Source: Monthly Notices of the Royal Astronomical Society; 2/25/2025, Vol. 537 Issue 2, p640-649, 10p

Subject Terms: GALACTIC bulges, CLASSIFICATION of galaxies, DARK energy, CITIZEN science, ASTRONOMICAL surveys