13 citations · 19 across the 5 of their papers we have counts for
5 papers
The Domain Adaptation problem in photometric redshift estimation: a solution applied to the HSC Survey
M. Treyer, R. Ait-Ouahmed, S. Arnouts +5
The multi-band HSC-CLAUDS survey comprises several sky regions with varying observing conditions, only one of which, the COSMOS Ultra Deep Field (UDF), offers extensive redshift co…
DanceCam: atmospheric turbulence mitigation in wide-field astronomical images with short-exposure video streams
Spencer Bialek, Emmanuel Bertin, Sébastien Fabbro +4
We introduce a novel technique to mitigate the adverse effects of atmospheric turbulence on astronomical imaging. Utilizing a video-to-image neural network trained on simulated dat…
Multimodality for improved CNN photometric redshifts
R. Ait-Ouahmed, S. Arnouts, J. Pasquet +2
Photometric redshift estimation plays a crucial role in modern cosmological surveys for studying the universe's large-scale structures and the evolution of galaxies. Deep learning…
CNN photometric redshifts in the SDSS at
M. Treyer, R. Ait-Ouahmed, J. Pasquet +3
We release photometric redshifts, reaching 0.7, for 14M galaxies at in the 11,500 deg of the SDSS north and south galactic caps. These estimates were inf…
PhotoWeb redshift: boosting photometric redshift accuracy with large spectroscopic surveys
Marko Shuntov, J. Pasquet, S. Arnouts +10
Improving distance measurements in large imaging surveys is a major challenge to better reveal the distribution of galaxies on a large scale and to link galaxy properties with thei…