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Slitless Spectroscopy Source Detection Using YOLO Deep Neural Network
Xiaohan Chen, Man I Lam, Yingying Zhou, Hongrui Gu, Jinzhi Lai, Zhou Fan, Jing Li, Xin Zhang and Hao Tian Publications of the Astronomical Society of the Pacific 137(11) 114501 (2025) https://doi.org/10.1088/1538-3873/ae1256
Examining vision foundation models for classification and detection in optical and radio astronomy
E. Lastufka, O. Bait, M. Drozdova, V. Kinakh, D. Piras, M. Audard, M. Dessauges-Zavadsky, T. Holotyak, D. Schaerer and S. Voloshynovskiy Astronomy & Astrophysics 703 A217 (2025) https://doi.org/10.1051/0004-6361/202553691
YOLOX-LS: Strong Gravitational Lenses Detection in the DECaLS with Deep Learning
Yangyang Liu, Liangping Tu, Jianxi Li, Jiawei Miao, Gengqi Lin and Chenying Zhao The Astrophysical Journal 978(2) 151 (2025) https://doi.org/10.3847/1538-4357/ad97ba
YOLO-CL cluster detection in the Rubin/LSST DC2 simulations
Kirill Grishin, Simona Mei, Stephane Ilic, Michel Aguena, Dominique Boutigny and Marie Paturel Astronomy & Astrophysics 695 A246 (2025) https://doi.org/10.1051/0004-6361/202452119
Transforming a rare event search into a not-so-rare event search in real-time with deep learning-based object detection
J. Schueler, H. M. Araújo, S. N. Balashov, J. E. Borg, C. Brew, F. M. Brunbauer, C. Cazzaniga, A. Cottle, C. D. Frost, F. Garcia, D. Hunt, A. C. Kaboth, M. Kastriotou, I. Katsioulas, A. Khazov, P. Knights, H. Kraus, V. A. Kudryavtsev, S. Lilley, A. Lindote, M. Lisowska, D. Loomba, M. I. Lopes, E. Lopez Asamar, P. Luna Dapica, et al. Physical Review D 111(7) (2025) https://doi.org/10.1103/PhysRevD.111.072004
radio-llava: Advancing vision-language models for radio astronomical source analysis
Simone Riggi, Thomas Cecconello, Andrea Pilzer, Simone Palazzo, Nikhel Gupta, Andrew Hopkins, Corrado Trigilio and Grazia Umana Publications of the Astronomical Society of Australia 42 (2025) https://doi.org/10.1017/pasa.2025.10082
Deep learning–based detection and classification of small bright sources on ISS images from the Cassini mission and application to Saturn’s outer magnetosphere
G Quaglia, G Tochon, V Lainey and R D Strauss Monthly Notices of the Royal Astronomical Society 544(1) 632 (2025) https://doi.org/10.1093/mnras/staf1706
Self-supervised contrastive learning of radio data for source detection, classification and peculiar object discovery
S. Riggi, T. Cecconello, S. Palazzo, A.M. Hopkins, N. Gupta, C. Bordiu, A. Ingallinera, C. Buemi, F. Bufano, F. Cavallaro, M.D. Filipović, P. Leto, S. Loru, A.C. Ruggeri, C. Trigilio, G. Umana and F. Vitello Publications of the Astronomical Society of Australia 41 (2024) https://doi.org/10.1017/pasa.2024.84
Tengyu Li, Tao Hu, Dashu Zhang, Songtian Yu and Wentao Li 1214 (2024) https://doi.org/10.1109/RICAI64321.2024.10910956