Dominique Fouchez

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Denoising Algorithm

Convolutional Neural Networks

Automatic Classification

Top Venues

Color Imaging: Displaying, Processing, Hardcopy, and Applications

Publications

Anass Bairouk, Marc Chaumont, Dominique Fouchez, Jérôme Paquet, Frédéric Comby, Julián Bautista
Astronomical image time series classification using CONVolutional attENTION (ConvEntion). CoRR (2023)
Qiufan Lin, Dominique Fouchez, J. Pasquet, M. Treyer, R. Ait Ouahmed, Stéphane Arnouts, O. Ilbert
Photometric Redshift Estimation with Convolutional Neural Networks and Galaxy Images: A Case Study of Resolving Biases in Data-Driven Methods. CoRR (2022)
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, R. C. Thomas, M. Vincenzi
A Probabilistic Autoencoder for Type Ia Supernovae Spectral Time Series. CoRR (2022)
Qiufan Lin, Dominique Fouchez, Jérôme Pasquet
Galaxy Image Translation with Semi-supervised Noise-reconstructed Generative Adversarial Networks. CoRR (2021)
Qiufan Lin, Dominique Fouchez, Jérôme Pasquet
Galaxy Image Translation with Semi-supervised Noise-reconstructed Generative Adversarial Networks. ICPR (2020)
Anthony Brunel, Johanna Pasquet, Jérôme Pasquet, Nancy Rodriguez, Frédéric Comby, Dominique Fouchez, Marc Chaumont
A CNN adapted to time series for the classification of Supernovae. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2019)
Anthony Brunel, Johanna Pasquet, Jérôme Pasquet, Nancy Rodriguez, Frédéric Comby, Dominique Fouchez, Marc Chaumont
A CNN adapted to time series for the classification of Supernovae. CoRR (2019)
Nicu-Razvan Stancioiu, Lhouari Nourine, Jean-Marc Petit, Vasile-Marian Scuturici, Dominique Fouchez, Emmanuel Gangler, Philippe Gris
Discovering Injective Mapping Between Relations in Astrophysics Databases. ISIP (2016)