Dominique Fouchez

According to our database, Dominique Fouchez authored at least 7 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

CLAP. I. Resolving miscalibration for deep learning-based galaxy photometric redshift estimation.

Qiufan Lin, Hengxin Ruan, Dominique Fouchez, Shupei Chen, Rui Li, Paulo Montero-Camacho, Nicola R. Napolitano, Yuan-Sen Ting, Wei Zhang

CoRR, 2024

2023

Astronomical image time series classification using CONVolutional attENTION (ConvEntion).

Anass Bairouk, Marc Chaumont, Dominique Fouchez, Jérôme Pasquet, Frédéric Comby, Julián Bautista

CoRR, 2023

2022

A Probabilistic Autoencoder for Type Ia Supernovae Spectral Time Series.

George Stein, Uros Seljak, Vanessa Böhm, G. Aldering, P. Antilogus, C. Aragon, S. Bailey, C. Baltay, Sébastien Bongard, K. Boone, C. Buton, Y. Copin, S. Dixon, Dominique Fouchez, Emmanuel Gangler, R. Gupta, B. Hayden, W. Hillebrandt, M. Karmen, A. G. Kim, M. Kowalski, D. Kusters, P. F. Leget, F. Mondon, J. Nordin, R. Pain, E. Pecontal, R. Pereira, S. Perlmutter, K. A. Ponder, D. Rabinowitz, M. Rigault, D. Rubin, K. Runge, C. Saunders, G. Smadja, N. Suzuki, C. Tao, Rollin C. Thomas, Maria Vincenzi

CoRR, 2022

Photometric Redshift Estimation with Convolutional Neural Networks and Galaxy Images: A Case Study of Resolving Biases in Data-Driven Methods.

Qiufan Lin, Dominique Fouchez, J. Pasquet, M. Treyer, R. Ait Ouahmed, Stéphane Arnouts, Olivier Ilbert

CoRR, 2022

2020

Galaxy Image Translation with Semi-supervised Noise-reconstructed Generative Adversarial Networks.

Qiufan Lin, Dominique Fouchez, Jérôme Pasquet

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

A CNN adapted to time series for the classification of Supernovae.

Anthony Brunel, Johanna Pasquet, Jérôme Pasquet, Nancy Rodriguez, Frédéric Comby, Dominique Fouchez, Marc Chaumont

Proceedings of the Color Imaging XXIV: Displaying, 2019

2016

Discovering Injective Mapping Between Relations in Astrophysics Databases.

Nicu-Razvan Stancioiu, Lhouari Nourine, Jean-Marc Petit, Vasile-Marian Scuturici, Dominique Fouchez, Emmanuel Gangler, Philippe Gris

Proceedings of the Information Search, Integration, and Personlization, 2016