A. J. Barger, L. L. Cowie, and W. Wang, A Highly Complete Spectroscopic Survey of the GOODS???N Field, The Astrophysical Journal, vol.689, issue.2, p.687, 2008.
DOI : 10.1086/592735

S. Berta, J. Fritz, A. Franceschini, A. Bressan, and C. Lonsdale, Photometric estimates of stellar masses in high-redshift galaxies, Astronomy and Astrophysics, vol.418, issue.3, p.913, 2004.
DOI : 10.1051/0004-6361:20034276

S. Berta, C. J. Lonsdale, and B. Siana, = 1???3 ULIRGs from the Spitzer SWIRE survey, Astronomy and Astrophysics, vol.467, issue.2, p.565, 2007.
DOI : 10.1051/0004-6361:20066795

S. Berta, B. Magnelli, and D. Lutz, /PEP, Astronomy and Astrophysics, vol.518, issue.363, pp.30-476, 2000.
DOI : 10.1051/0004-6361/201014610
URL : https://hal.archives-ouvertes.fr/hal-01094470

G. B. Brammer, P. G. Van-dokkum, and P. Coppi, EAZY: A Fast, Public Photometric Redshift Code, The Astrophysical Journal, vol.686, issue.2, p.1503, 2008.
DOI : 10.1086/591786

A. Bressan, C. Chiosi, and F. Fagotto, Spectrophotometric evolution of elliptical galaxies. 1: Ultraviolet excess and color-magnitude-redshift relations, The Astrophysical Journal Supplement Series, vol.94, p.63, 1994.
DOI : 10.1086/192073

G. Bruzual and S. Charlot, Stellar population synthesis at the resolution of 2003, Monthly Notices of the Royal Astronomical Society, vol.344, issue.4, p.1000, 2003.
DOI : 10.1046/j.1365-8711.2003.06897.x
URL : https://hal.archives-ouvertes.fr/hal-00012948

V. Buat, S. Noll, and D. Burgarella, : dust attenuation properties of UV selected high redshift galaxies, Astronomy & Astrophysics, vol.545, issue.172, pp.141-99, 2007.
DOI : 10.1051/0004-6361/201219405

N. Cappelluti, M. Brusa, and G. Hasinger, ??wide-field survey in the COSMOS field, Astronomy and Astrophysics, vol.497, issue.2, p.635, 2009.
DOI : 10.1051/0004-6361/200810794

S. Charlot and S. M. Fall, A Simple Model for the Absorption of Starlight by Dust in Galaxies, The Astrophysical Journal, vol.539, issue.2, p.718, 2000.
DOI : 10.1086/309250

R. Chary and D. Elbaz, Interpreting the Cosmic Infrared Background: Constraints on the Evolution of the Dust???enshrouded Star Formation Rate, The Astrophysical Journal, vol.556, issue.2, p.562, 2001.
DOI : 10.1086/321609

E. Da-cunha, S. Charlot, and D. Elbaz, A simple model to interpret the ultraviolet, optical and infrared emission from galaxies, Monthly Notices of the Royal Astronomical Society, vol.388, issue.4, p.1595, 2008.
DOI : 10.1111/j.1365-2966.2008.13535.x

E. Daddi, M. Dickinson, and G. Morrison, ???2. I. Star Formation and Galaxy Growth, The Astrophysical Journal, vol.670, issue.1, p.156, 2007.
DOI : 10.1086/521818

E. Daddi, H. Dannerbauer, and D. Stern, = 4.05 PROTOCLUSTER IN GOODS-NORTH, AND ACCURATE RADIO-INFRARED PHOTOMETRIC REDSHIFTS, The Astrophysical Journal, vol.694, issue.2, p.1517, 2009.
DOI : 10.1088/0004-637X/694/2/1517

D. A. Dale and G. Helou, The Infrared Spectral Energy Distribution of Normal Star???forming Galaxies: Calibration at Far???Infrared and Submillimeter Wavelengths, The Astrophysical Journal, vol.576, issue.1, p.159, 2002.
DOI : 10.1086/341632

M. Davis, P. Guhathakurta, and N. P. Konidaris, The All-Wavelength Extended Groth Strip International Survey (AEGIS) Data Sets, The Astrophysical Journal, vol.660, issue.1, pp.1-1818, 2006.
DOI : 10.1086/517931

D. Elbaz, E. Daddi, L. Borgne, and D. , The reversal of the star formation-density relation in the distant universe, Astronomy and Astrophysics, vol.468, issue.1, p.33, 2007.
DOI : 10.1051/0004-6361:20077525

D. Elbaz, H. S. Hwang, and B. Magnelli, unveils a puzzling uniformity of distant dusty galaxies, Astronomy and Astrophysics, vol.518, issue.426, pp.29-120, 2010.
DOI : 10.1051/0004-6361/201014687

J. Fritz, A. Franceschini, and E. Hatziminaoglou, Revisiting the infrared spectra of active galactic nuclei with a new torus emission model, Monthly Notices of the Royal Astronomical Society, vol.366, issue.3, p.767, 2006.
DOI : 10.1111/j.1365-2966.2006.09866.x

A. Grazian, A. Fontana, and C. De-santis, The GOODS-MUSIC sample: a multicolour catalog of near-IR selected galaxies in the GOODS-South field, Astronomy and Astrophysics, vol.449, issue.3, p.951, 2006.
DOI : 10.1051/0004-6361:20053979

M. J. Griffin, A. Abergel, and A. Abreu, -SPIRE instrument and its in-flight performance, Astronomy and Astrophysics, vol.518, issue.386, pp.3-27, 2008.
DOI : 10.1051/0004-6361/201014519
URL : https://hal.archives-ouvertes.fr/hal-00460979

E. Hatziminaoglou, A. Omont, and J. A. Stevens, HerMES: Far infrared properties of known AGN in the HerMES fields, Astronomy and Astrophysics, vol.518, p.33, 2010.
DOI : 10.1051/0004-6361/201014679
URL : https://hal.archives-ouvertes.fr/hal-00662751

S. Berta, Panchromatic spectral energy distributions of Herschel sources
URL : https://hal.archives-ouvertes.fr/hal-01094460

O. Ilbert, S. Arnouts, and H. J. Mccracken, Accurate photometric redshifts for the CFHT legacy survey calibrated using the VIMOS VLT deep survey, Astronomy and Astrophysics, vol.457, issue.3, p.841, 2006.
DOI : 10.1051/0004-6361:20065138
URL : https://hal.archives-ouvertes.fr/hal-00082529

J. Kennicutt and R. C. , STAR FORMATION IN GALAXIES ALONG THE HUBBLE SEQUENCE, Annual Review of Astronomy and Astrophysics, vol.36, issue.1, p.189, 1998.
DOI : 10.1146/annurev.astro.36.1.189

A. Kirkpatrick, A. Pope, and D. M. Alexander, : IMPACT OF ACTIVE GALACTIC NUCLEI AND STAR FORMATION ACTIVITY ON INFRARED SPECTRAL ENERGY DISTRIBUTIONS AT HIGH REDSHIFT, The Astrophysical Journal, vol.759, issue.2, p.139, 2012.
DOI : 10.1088/0004-637X/759/2/139

S. G. Kleinmann, M. G. Lysaght, and W. L. Pughe, The Two Micron All Sky Survey, Astrophysics and Space Science, vol.355, issue.1-2, p.11, 1994.
DOI : 10.1007/BF00990014

L. Floc-'h, E. Aussel, H. Ilbert, and O. , 24 ??m COSMOS IMAGING. I. THE EVOLUTION OF LUMINOUS DUSTY GALAXIES???CONFRONTING THE MODELS, The Astrophysical Journal, vol.703, issue.1, p.222, 2009.
DOI : 10.1088/0004-637X/703/1/222

S. J. Lilly, V. Le-brun, and C. Maier, THE zCOSMOS 10k-BRIGHT SPECTROSCOPIC SAMPLE, The Astrophysical Journal Supplement Series, vol.184, issue.2, p.218, 2009.
DOI : 10.1088/0067-0049/184/2/218
URL : https://hal.archives-ouvertes.fr/hal-01428180

C. J. Lonsdale, H. E. Smith, and M. Rowan-robinson, Wide???Area Infrared Extragalactic Survey, Publications of the Astronomical Society of the Pacific, vol.115, issue.810, p.897, 2003.
DOI : 10.1086/376850

C. Lonsdale, M. D. Polletta, and J. Surace, Wide???Area Infrared Extragalactic Legacy Survey (SWIRE) Galaxy Populations, The Astrophysical Journal Supplement Series, vol.154, issue.1, p.54, 2004.
DOI : 10.1086/423206

B. Luo, F. E. Bauer, and W. N. Brandt, Deep Field???South Survey: 2 Ms Source Catalogs, The Astrophysical Journal Supplement Series, vol.179, issue.1, p.19, 2008.
DOI : 10.1086/591248
URL : http://arxiv.org/abs/0806.3968

B. Luo, W. N. Brandt, and Y. Q. Xue, IDENTIFICATIONS AND PHOTOMETRIC REDSHIFTS OF THE 2 Ms CHANDRA DEEP FIELD-SOUTH SOURCES, The Astrophysical Journal Supplement Series, vol.187, issue.2, p.560, 2010.
DOI : 10.1088/0067-0049/187/2/560

D. Lutz, A. Poglitsch, and B. Altieri, key program, Astronomy & Astrophysics, vol.532, issue.496, pp.90-57, 2009.
DOI : 10.1051/0004-6361/201117107

B. Magnelli, D. Lutz, and S. Berta, Far-infrared properties of submillimeter and optically faint radio galaxies, Astronomy and Astrophysics, vol.518, issue.362, pp.28-799, 2005.
DOI : 10.1051/0004-6361/201014616

N. A. Miller, E. B. Fomalont, and K. I. Kellermann, The VLA 1.4 GHz Survey of the Extended Chandra Deep Field???South: First Data Release, The Astrophysical Journal Supplement Series, vol.179, issue.1, p.114, 2008.
DOI : 10.1086/591054

H. Netzer, D. Lutz, and M. Schweitzer, Quasar and ULIRG Evolution Study (QUEST). II. The Spectral Energy Distributions of Palomar???Green Quasars, The Astrophysical Journal, vol.666, issue.2, p.806, 2007.
DOI : 10.1086/520716

G. Neugebauer, H. J. Habing, and R. Van-duinen, The Infrared Astronomical Satellite (IRAS) mission, Virtual Observatories of the Future, pp.1-5, 1984.
DOI : 10.1086/184209

S. Noll, D. Burgarella, and E. Giovannoli, Analysis of galaxy spectral energy distributions from far-UV to far-IR with CIGALE: studying a SINGS test sample, Astronomy and Astrophysics, vol.507, issue.3, p.1793, 2009.
DOI : 10.1051/0004-6361/200912497

R. Nordon, D. Lutz, and L. Shao, The star-formation rates of 1.5 < z < 2.5 massive galaxies, Astronomy and Astrophysics, vol.518, pp.24-745, 2010.
DOI : 10.1051/0004-6361/201014621

P. Panuzzo, R. Rampazzo, and A. Bressan, Nearby early-type galaxies with ionized gas, Astronomy & Astrophysics, vol.528, issue.668, pp.10-45, 2007.
DOI : 10.1051/0004-6361/201015908

B. M. Poggianti, A. Bressan, and A. Franceschini, Star Formation and Selective Dust Extinction in Luminous Starburst Galaxies, The Astrophysical Journal, vol.550, issue.1, p.195, 2001.
DOI : 10.1086/319740

A. Poglitsch, C. Waelkens, and N. Geis, Space Observatory, Astronomy and Astrophysics, vol.518, issue.663, pp.2-81, 2007.
DOI : 10.1051/0004-6361/201014535
URL : https://hal.archives-ouvertes.fr/hal-00633466

N. A. Reddy, C. C. Steidel, and D. Fadda, MIPS Observations, The Astrophysical Journal, vol.644, issue.2, p.792, 2006.
DOI : 10.1086/503739

N. Reddy, M. Dickinson, and D. Elbaz, ??? 2, The Astrophysical Journal, vol.744, issue.2, p.154, 2012.
DOI : 10.1088/0004-637X/744/2/154

A. Renzini and A. Buzzoni, Global Properties of Stellar Populations and the Spectral Evolution of Galaxies, Spectral Evolution of Galaxies, p.195, 1986.
DOI : 10.1007/978-94-009-4598-2_19

G. H. Rieke, A. Alonso-herrero, and B. J. Weiner, DETERMINING STAR FORMATION RATES FOR INFRARED GALAXIES, The Astrophysical Journal, vol.692, issue.1, p.556, 2009.
DOI : 10.1088/0004-637X/692/1/556

G. Rodighiero, A. Cimatti, and C. Gruppioni, ???~ 2.5, Astronomy and Astrophysics, vol.515, issue.409, pp.8-48, 2010.
DOI : 10.1051/0004-6361/200912058

G. Rudnick, H. Rix, and M. Franx, = 3, The Astrophysical Journal, vol.599, issue.2, p.847, 2003.
DOI : 10.1086/379628

P. Santini, A. Fontana, and A. Grazian, Star formation and mass assembly in high redshift galaxies, Astronomy and Astrophysics, vol.504, issue.3, p.751, 2009.
DOI : 10.1051/0004-6361/200811434

P. Santini, D. J. Rosario, and L. Shao, observations, Astronomy & Astrophysics, vol.540, issue.188, pp.109-384, 2012.
DOI : 10.1051/0004-6361/201118266
URL : https://hal.archives-ouvertes.fr/in2p3-00379829

L. Silva, G. L. Granato, A. Bressan, and L. Danese, Modeling the Effects of Dust on Galactic Spectral Energy Distributions from the Ultraviolet to the Millimeter Band, The Astrophysical Journal, vol.509, issue.1, p.103, 1998.
DOI : 10.1086/306476

D. J. Smith, L. Dunne, and E. Da-cunha, < 0.5, Monthly Notices of the Royal Astronomical Society, vol.427, issue.1, p.703, 2012.
DOI : 10.1111/j.1365-2966.2012.21930.x

J. R. Trump, C. D. Impey, and M. Elvis, COUNTERPARTS, The Astrophysical Journal, vol.696, issue.2, p.1195, 2009.
DOI : 10.1088/0004-637X/696/2/1195

S. Wuyts, I. Labbé, and N. M. Schreiber, ???selected Galaxies, The Astrophysical Journal, vol.682, issue.2, p.985, 2008.
DOI : 10.1086/588749

S. Wuyts, N. M. Förster-schreiber, and D. Lutz, ??? 3, The Astrophysical Journal, vol.738, issue.1, p.106, 2011.
DOI : 10.1088/0004-637X/738/1/106

D. G. York, J. Adelman, J. Anderson, and J. E. , The Sloan Digital Sky Survey: Technical Summary, The Astronomical Journal, vol.120, issue.3, p.1579, 2000.
DOI : 10.1086/301513