François Fleuret
Maître d'enseignement et de recherche
francois.fleuret@epfl.ch +41 21 69 31638 http://www.idiap.ch/~fleuret/
Citizenship : Swiss, French
Biography
François Fleuret received the PhD degree in Mathematics from the University of Paris VI in 2000, and the habilitation degree in Mathematics from the University of Paris XIII in 2006. He is the head of the Computer Vision and Learning group at the Idiap Research Institute, Switzerland. Prior to that, he held positions at the University of Chicago, USA, at the Institut de Recherche en Informatique et en Automatique (INRIA), France, and at the École Polytechnique Fédérale de Lausanne (EPFL), Switzerland. He serves as Associate Editor of the IEEE Transactions on Pattern Analysis and Machine Intelligence, and is expert for several European funding agencies.
EPFL STI IEL LIDIAP
ELD 230 (Bâtiment ELD)
Station 14
CH-1015 Lausanne
Unit: EDEE-ENS
Fields of expertise
Machine Learning, Computer Vision
Publications
Infoscience
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for Dark Photons Produced in 13 TeV pp Collisions; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.061801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search forBc+decays to two charm mesons; Nuclear Physics. 2018. DOI : 10.1016/j.nuclphysb.2018.03.015.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of the decay Λb0 → ψ(2S)pπ−; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP08(2018)131.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Amplitude Analysis of the Decay B¯0→KS0π+π− and First Observation of the CP Asymmetry in B¯0→K*(892)−π+; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.261801.
H. Nakano; A. Ishikawa; K. Sumisawa; H. Yamamoto; I. Adachi et al. : Measurements of the absolute branching fractions of B+→Xcc¯K+ and B+→D¯(*)0π+ at Belle; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.012005.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for excited Bc+ states; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP01(2018)138.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of ϒ production in pp collisions at s√=13 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP07(2018)134.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the Ratio of the B0→D*−τ+ντ and B0→D*−μ+νμ Branching Fractions Using Three-Prong τ -Lepton Decays; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.171802.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the Ratio of Branching Fractions B(Bc+→J/ψτ+ντ)/B(Bc+→J/ψμ+νμ); Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.121801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the lepton-flavour violating decays B(s)0 → e±μ∓; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)078.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the inelastic pp cross-section at a centre-of-mass energy of 13 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP06(2018)100.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the CP asymmetry in B− → Ds−D0 and B− → D−D0 decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP05(2018)160.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the rare decay Λc+→pμ+μ−; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.091101.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of D s ± production asymmetry in pp collisions at s√=7 and 8 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP08(2018)008.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP violation in B0 → D∓π± decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP06(2018)084.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Erratum to: Measurement of CP observables in B± → DK*± decays using two- and four-body D final states; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP05(2018)067.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for weakly decaying b -flavored pentaquarks; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.032010.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP observables in B ± → D (⁎) K ± and B ± → D (⁎) π ± decays; Physics Letters. 2018. DOI : 10.1016/j.physletb.2017.11.070.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP asymmetry in Bs0 → Ds∓K± decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)059.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of branching fractions of charmless four-body Λb0 and Ξb0 decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP02(2018)098.
R. Aaij; B. Adeva; M. Adinolfi; C. Aidala; Z. Ajaltouni et al. : Measurement of Angular and CP Asymmetries in D0→π+π−μ+μ− and D0→K+K−μ+μ− Decays; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.121.091801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Studies of the resonance structure in D0→K∓π±π±π∓ decays; The European Physical Journal. 2018. DOI : 10.1140/epjc/s10052-018-5758-4.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First observation of B+ → Ds+K+K− decays and a search for B+ → Ds+ϕ decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP01(2018)131.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First measurement of the CP-violating phase ϕdd¯¯¯s in B s 0 → (K+π−)(K−π+) decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)140.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the Rare Decay Σ+→pμ+μ−; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.221803.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the decay B S 0 → K ¯ ∗ 0 μ + μ −; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP07(2018)020.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Test of lepton flavor universality by the measurement of the B0→D*−τ+ντ branching fraction using three-prong τ decays; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.072013.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : A measurement of the CP asymmetry difference between Λc+ → pK−K+ and pπ−π+ decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)182.
S. Srinivas; F. Fleuret : Knowledge Transfer with Jacobian Matching. 2018.
A. Katharopoulos; F. Fleuret : Not All Samples Are Created Equal: Deep Learning with Importance Sampling. 2018.
S. Srinivas; F. Fleuret : Knowledge Transfer with Jacobian Matching. 2018. Proceedings of the International Conference on Machine Learning.
S. Srinivas; F. Fleuret : Local Affine Approximations for Improving Knowledge Transfer. 2018.
A. Katharopoulos; F. Fleuret : Not All Samples Are Created Equal: Deep Learning with Importance Sampling. 2018. Proceedings of International Conference on Machine Learning.
T. Chavdarova; F. Fleuret : SGAN: An Alternative Training of Generative Adversarial Networks. 2018. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition.
T. Chavdarova; P. Baqué; A. Maksai; S. Bouquet; C. Jose et al. : WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection. 2018. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition.
T. Bagautdinov / P. Fua; F. Fleuret (Dir.) : Variational Methods for Human Modeling. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8680.
P. B. Baqué / P. Fua; F. Fleuret (Dir.) : Mean-Field methods for Structured Deep-Learning in Computer Vision. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8677.
P. B. Baqué; E. Remelli; F. Fleuret; P. Fua : Geodesic Convolutional Shape Optimization. 2018. International Conference on Machine Learning (ICML), Stockholm, Sweden, July, 2018.
J. P. Newling / F. Fleuret (Dir.) : Novel Algorithms For Clustering. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8375.
C. Jose / F. Fleuret (Dir.) : Learning embeddings: efficient algorithms and applications. EPFL, 2018. DOI : 10.5075/epfl-thesis-8348.
S. Tulyakov; A. Ivanov; N. Thomas; V. Roloff; A. Pommerol et al. : Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter; Advances in Space Research. 2018. DOI : 10.1016/j.asr.2017.10.025.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP observables in B-+/- -> DK*(+/-) decays using two- and four-body D final states; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)156.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP violation in B-0 -> J/psi K-S(0) and B-0 -> psi(2S) K-S(0) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)170.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : chi(c1) and chi(c2) Resonance Parameters with the Decays chi(c1,c2) -> J/psi mu(+)mu(-); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.221801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated search for long-lived particles decaying to jet pairs; European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5178-x.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First Observation of the Rare Purely Baryonic Decay &ITB&IT0 -> &ITp&IT$(&ITp&IT)over-bar-$; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.232001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Bose-Einstein correlations of same-sign charged pions in the forward region in pp collisions at root s=7 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)025.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the B-+/- production cross-section in pp collisions at root s=7 and 13 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)026.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the shape of the Lambda(0)(b) ->+ Lambda(+)(c) mu(-)(nu)over-bar mu differential decay rate; Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.112005.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the (sic)(nS) polarizations in pp collisions at root s=7 and 8 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)110.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Prompt and nonprompt J/psi production and nuclear modification in pPb collisions at root s(NN)=8.16 TeV; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.09.058.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of B-0, B-s(0), B(+)and lambda(0)(b) production asymmetries in 7 and 8 TeV proton-proton collisions; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.09.023.
S. Tulyakov; A. Ivanov; F. Fleuret : Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction. 2017. Proceedings of the IEEE International Conference on Computer Vision.
J. Newling; F. Fleuret : K-Medoids For K-Means Seeding. 2017. Proceedings of the international conference on Neural Information Processing Systems.
A. Maksai; X. Wang; F. Fleuret; P. Fua : Non-Markovian Globally Consistent Multi-Object Tracking. 2017. Proceedings of the IEEE International Conference on Computer Vision.
T. Chavdarova; F. Fleuret : Deep Multi-Camera People Detection. 2017. Proceedings of the IEEE International Conference on Machine Learning and Applications.
P. Baqué; F. Fleuret; P. Fua : Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection. 2017. Proceedings of the IEEE International Conference on Computer Vision.
P. Baqué; F. Fleuret; P. Fua : Multi-Modal Mean-Fields via Cardinality-Based Clamping. 2017. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition. p. 4303-4312. DOI : 10.1109/Cvpr.2017.458.
S. Abbasi-Sureshjani; B. Dasht Bozorg; B. ter Haar Romeny; F. Fleuret : Exploratory Study on Direct Prediction of Diabetes using Deep Residual Networks. 2017. Proceedings of the thematic conference on computational vision and medical image processing.
S. Abbasi-Sureshjani; B. Dasht Bozorg; B. ter Haar Romeny; F. Fleuret : Boosted Exudate Segmentation in Retinal Images using Residual Nets. 2017. Proceedings of the MICCAI Workshop on Ophthalmic Medical Image Analysis.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the J/psi pair production cross-section in pp collisions at root s = 13 TeV (vol 6, 47, 2017); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep10(2017)068.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of D-0 meson decays to pi(+) pi(-) mu(+) mu(-) and K+ K- mu(+) mu(-) final states; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.181805.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for Baryon-Number Violating Xi(0)(b) Oscillations; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.181807.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated branching fraction measurements of B-(s)(0) -> K(S)(0)h(+)h'(-) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)027.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of b(b)over-bar correlations in high energy proton-proton collisions; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)030.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the Xi(-)(b) -> J/psi Lambda K- decay; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.06.045.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of charmless baryonic decays B-(s)(0) -> p(p)over-barh plus h '(-); Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.051103.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of prompt D-0 meson production in pPb collisions at root(NN)-N-s=5 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep10(2017)090.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Improved limit on the branching fraction of the rare decay K-S(0) -> mu(+)mu(-); The European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5230-x.
J. Paratte / P. Vandergheynst (Dir.) : Graph-based Methods for Visualization and Clustering. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7952.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Resonances and CP violation in B-s(0) and (B)over-bar(s)(0) -> j psi K+K- decays in the mass region above the I center dot(1020); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep08(2017)037.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Test of lepton universality with B-0 -> K*(0)l(+)l(-) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep08(2017)055.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of B-s(0) and D-s(-) Meson Lifetimes; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.101801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the Doubly Charmed Baryon Xi(++)(cc); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.112001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of charmonium production in b-hadron decays and first evidence for the decay B-s(0) -> phi phi phi; The European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5151-8.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for massive long-lived particles decaying semileptonically in the LHCb detector; The European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-4744-6.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the decay Lambda(0)(b) -> pK(-)mu(+)mu(-) and a search for CP violation; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep06(2017)108.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the CP Violation Parameter A(Gamma) in D-0 -> K+K- and D-0 -> pi(+)pi(-) Decays; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.118.261803.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurements of prompt charm production cross-sections in pp collisions at root s=5TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep06(2017)147.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the decay B-s(0) -> eta(c)phi and evidence for B-s(0) -> eta(c)pi(+)pi(-); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep07(2017)021.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the B+ -> D*K--(+) pi(+) decay; Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.011101.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First Observation of a Baryonic B-s(0) Decay; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.041802.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the Decays Alpha(0)(b) -> chi(c1)pK(-) and Alpha(0)(b) ->chi(c2)pK(-); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.062001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP asymmetries in D-+/- -> eta 'pi(+/-) and D-S(+/-) -> eta 'pi(+/-) decays; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.05.013.
N. Arvanitopoulos Darginis / S. Süsstrunk; R. Achanta (Dir.) : Sparse Gradient Optimization and its Applications in Image Processing. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7913.
T. Bagautdinov; A. Alahi; F. Fleuret; P. Fua; S. Savarese : Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition. 2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, USA, July 21-26, 2017. p. 3425-3434. DOI : 10.1109/Cvpr.2017.365.
G. L. Cuendet / J.-P. Thiran (Dir.) : Towards 3D facial morphometry. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7936.
J. Newling; F. Fleuret : A Sub-Quadratic Exact Medoid Algorithm. 2017.
J. Newling; F. Fleuret : A Sub-Quadratic Exact Medoid Algorithm. 2017. Proceedings of the 20th International Conference on Artificial Intelligence and Statistics.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurements of the S-wave fraction in B-0 -> K+pi(-)mu(+)mu(-) decays and the B-0 -> K*(892)(0)mu(+)mu(-) differential branching fraction (vol 11, 047, 2016); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep04(2017)142.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the two-body charmless baryonic decay B+ -> p(Lambda)over-bar; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep04(2017)162.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of the D(0)p amplitude in Lambda(0)(b) -> D(0)p pi(-) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep05(2017)030.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of J/psi Production in Jets; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.118.192001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the B-s(0)-> mu(+) mu(-) Branching Fraction and Effective Lifetime and Search for B-0 ->mu(+) mu(-) Decays; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.118.191801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the B-s(0) -> eta'phi decay; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep05(2017)158.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the J/psi pair production cross-section in pp collisions at root s=13TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep06(2017)047.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for CP violation in the phase space of D-0 -> pi(+)pi(-)pi(+)pi(-) decays; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.03.062.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of eta(c)(2S) -> p(p)over-bar and search for X(3872) -> p(p)over-bar decays; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.03.046.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the Decays B-S(0) -> tau(+) tau(-) and B-0 -> tau(+) tau(-); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.118.251802.
P. Baqué; F. Fleuret; P. Fua : Multi-Modal Mean-Fields via Cardinality-Based Clamping. 2017. CVPR 2017, Honolulu, Hawaii, USA, July 21-26, 2017. p. 4303-4312. DOI : 10.1109/Cvpr.2017.458.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for Dark Photons Produced in 13 TeV pp Collisions; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.061801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search forBc+decays to two charm mesons; Nuclear Physics. 2018. DOI : 10.1016/j.nuclphysb.2018.03.015.
R. Aaij; B. Adeva; M. Adinolfi; C. A. Aidala; Z. Ajaltouni et al. : Observation of the decay Λb0 → ψ(2S)pπ−; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP08(2018)131.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Amplitude Analysis of the Decay B¯0→KS0π+π− and First Observation of the CP Asymmetry in B¯0→K*(892)−π+; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.261801.
H. Nakano; A. Ishikawa; K. Sumisawa; H. Yamamoto; I. Adachi et al. : Measurements of the absolute branching fractions of B+→Xcc¯K+ and B+→D¯(*)0π+ at Belle; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.012005.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for excited Bc+ states; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP01(2018)138.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of ϒ production in pp collisions at s√=13 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP07(2018)134.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the Ratio of the B0→D*−τ+ντ and B0→D*−μ+νμ Branching Fractions Using Three-Prong τ -Lepton Decays; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.171802.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the Ratio of Branching Fractions B(Bc+→J/ψτ+ντ)/B(Bc+→J/ψμ+νμ); Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.121801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the lepton-flavour violating decays B(s)0 → e±μ∓; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)078.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the inelastic pp cross-section at a centre-of-mass energy of 13 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP06(2018)100.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the CP asymmetry in B− → Ds−D0 and B− → D−D0 decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP05(2018)160.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the rare decay Λc+→pμ+μ−; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.091101.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of D s ± production asymmetry in pp collisions at s√=7 and 8 TeV; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP08(2018)008.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP violation in B0 → D∓π± decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP06(2018)084.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Erratum to: Measurement of CP observables in B± → DK*± decays using two- and four-body D final states; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP05(2018)067.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for weakly decaying b -flavored pentaquarks; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.032010.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP observables in B ± → D (⁎) K ± and B ± → D (⁎) π ± decays; Physics Letters. 2018. DOI : 10.1016/j.physletb.2017.11.070.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP asymmetry in Bs0 → Ds∓K± decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)059.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of branching fractions of charmless four-body Λb0 and Ξb0 decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP02(2018)098.
R. Aaij; B. Adeva; M. Adinolfi; C. Aidala; Z. Ajaltouni et al. : Measurement of Angular and CP Asymmetries in D0→π+π−μ+μ− and D0→K+K−μ+μ− Decays; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.121.091801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Studies of the resonance structure in D0→K∓π±π±π∓ decays; The European Physical Journal. 2018. DOI : 10.1140/epjc/s10052-018-5758-4.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First observation of B+ → Ds+K+K− decays and a search for B+ → Ds+ϕ decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP01(2018)131.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First measurement of the CP-violating phase ϕdd¯¯¯s in B s 0 → (K+π−)(K−π+) decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)140.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the Rare Decay Σ+→pμ+μ−; Physical Review Letters. 2018. DOI : 10.1103/PhysRevLett.120.221803.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the decay B S 0 → K ¯ ∗ 0 μ + μ −; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP07(2018)020.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Test of lepton flavor universality by the measurement of the B0→D*−τ+ντ branching fraction using three-prong τ decays; Physical Review. 2018. DOI : 10.1103/PhysRevD.97.072013.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : A measurement of the CP asymmetry difference between Λc+ → pK−K+ and pπ−π+ decays; Journal of High Energy Physics. 2018. DOI : 10.1007/JHEP03(2018)182.
S. Srinivas; F. Fleuret : Knowledge Transfer with Jacobian Matching. 2018.
A. Katharopoulos; F. Fleuret : Not All Samples Are Created Equal: Deep Learning with Importance Sampling. 2018.
S. Srinivas; F. Fleuret : Knowledge Transfer with Jacobian Matching. 2018. Proceedings of the International Conference on Machine Learning.
S. Srinivas; F. Fleuret : Local Affine Approximations for Improving Knowledge Transfer. 2018.
A. Katharopoulos; F. Fleuret : Not All Samples Are Created Equal: Deep Learning with Importance Sampling. 2018. Proceedings of International Conference on Machine Learning.
T. Chavdarova; F. Fleuret : SGAN: An Alternative Training of Generative Adversarial Networks. 2018. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition.
T. Chavdarova; P. Baqué; A. Maksai; S. Bouquet; C. Jose et al. : WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection. 2018. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition.
T. Bagautdinov / P. Fua; F. Fleuret (Dir.) : Variational Methods for Human Modeling. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8680.
P. B. Baqué / P. Fua; F. Fleuret (Dir.) : Mean-Field methods for Structured Deep-Learning in Computer Vision. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8677.
P. B. Baqué; E. Remelli; F. Fleuret; P. Fua : Geodesic Convolutional Shape Optimization. 2018. International Conference on Machine Learning (ICML), Stockholm, Sweden, July, 2018.
J. P. Newling / F. Fleuret (Dir.) : Novel Algorithms For Clustering. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8375.
C. Jose / F. Fleuret (Dir.) : Learning embeddings: efficient algorithms and applications. EPFL, 2018. DOI : 10.5075/epfl-thesis-8348.
S. Tulyakov; A. Ivanov; N. Thomas; V. Roloff; A. Pommerol et al. : Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter; Advances in Space Research. 2018. DOI : 10.1016/j.asr.2017.10.025.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP observables in B-+/- -> DK*(+/-) decays using two- and four-body D final states; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)156.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP violation in B-0 -> J/psi K-S(0) and B-0 -> psi(2S) K-S(0) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)170.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : chi(c1) and chi(c2) Resonance Parameters with the Decays chi(c1,c2) -> J/psi mu(+)mu(-); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.221801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated search for long-lived particles decaying to jet pairs; European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5178-x.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First Observation of the Rare Purely Baryonic Decay &ITB&IT0 -> &ITp&IT$(&ITp&IT)over-bar-$; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.232001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Bose-Einstein correlations of same-sign charged pions in the forward region in pp collisions at root s=7 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)025.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the B-+/- production cross-section in pp collisions at root s=7 and 13 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)026.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the shape of the Lambda(0)(b) ->+ Lambda(+)(c) mu(-)(nu)over-bar mu differential decay rate; Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.112005.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the (sic)(nS) polarizations in pp collisions at root s=7 and 8 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep12(2017)110.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Prompt and nonprompt J/psi production and nuclear modification in pPb collisions at root s(NN)=8.16 TeV; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.09.058.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of B-0, B-s(0), B(+)and lambda(0)(b) production asymmetries in 7 and 8 TeV proton-proton collisions; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.09.023.
S. Tulyakov; A. Ivanov; F. Fleuret : Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction. 2017. Proceedings of the IEEE International Conference on Computer Vision.
J. Newling; F. Fleuret : K-Medoids For K-Means Seeding. 2017. Proceedings of the international conference on Neural Information Processing Systems.
A. Maksai; X. Wang; F. Fleuret; P. Fua : Non-Markovian Globally Consistent Multi-Object Tracking. 2017. Proceedings of the IEEE International Conference on Computer Vision.
T. Chavdarova; F. Fleuret : Deep Multi-Camera People Detection. 2017. Proceedings of the IEEE International Conference on Machine Learning and Applications.
P. Baqué; F. Fleuret; P. Fua : Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection. 2017. Proceedings of the IEEE International Conference on Computer Vision.
P. Baqué; F. Fleuret; P. Fua : Multi-Modal Mean-Fields via Cardinality-Based Clamping. 2017. Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition. p. 4303-4312. DOI : 10.1109/Cvpr.2017.458.
S. Abbasi-Sureshjani; B. Dasht Bozorg; B. ter Haar Romeny; F. Fleuret : Exploratory Study on Direct Prediction of Diabetes using Deep Residual Networks. 2017. Proceedings of the thematic conference on computational vision and medical image processing.
S. Abbasi-Sureshjani; B. Dasht Bozorg; B. ter Haar Romeny; F. Fleuret : Boosted Exudate Segmentation in Retinal Images using Residual Nets. 2017. Proceedings of the MICCAI Workshop on Ophthalmic Medical Image Analysis.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the J/psi pair production cross-section in pp collisions at root s = 13 TeV (vol 6, 47, 2017); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep10(2017)068.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of D-0 meson decays to pi(+) pi(-) mu(+) mu(-) and K+ K- mu(+) mu(-) final states; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.181805.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for Baryon-Number Violating Xi(0)(b) Oscillations; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.181807.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Updated branching fraction measurements of B-(s)(0) -> K(S)(0)h(+)h'(-) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)027.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of b(b)over-bar correlations in high energy proton-proton collisions; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep11(2017)030.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the Xi(-)(b) -> J/psi Lambda K- decay; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.06.045.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of charmless baryonic decays B-(s)(0) -> p(p)over-barh plus h '(-); Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.051103.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of prompt D-0 meson production in pPb collisions at root(NN)-N-s=5 TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep10(2017)090.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Improved limit on the branching fraction of the rare decay K-S(0) -> mu(+)mu(-); The European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5230-x.
J. Paratte / P. Vandergheynst (Dir.) : Graph-based Methods for Visualization and Clustering. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7952.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Resonances and CP violation in B-s(0) and (B)over-bar(s)(0) -> j psi K+K- decays in the mass region above the I center dot(1020); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep08(2017)037.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Test of lepton universality with B-0 -> K*(0)l(+)l(-) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep08(2017)055.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of B-s(0) and D-s(-) Meson Lifetimes; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.101801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the Doubly Charmed Baryon Xi(++)(cc); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.112001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of charmonium production in b-hadron decays and first evidence for the decay B-s(0) -> phi phi phi; The European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-5151-8.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for massive long-lived particles decaying semileptonically in the LHCb detector; The European Physical Journal C. 2017. DOI : 10.1140/epjc/s10052-017-4744-6.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the decay Lambda(0)(b) -> pK(-)mu(+)mu(-) and a search for CP violation; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep06(2017)108.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the CP Violation Parameter A(Gamma) in D-0 -> K+K- and D-0 -> pi(+)pi(-) Decays; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.118.261803.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurements of prompt charm production cross-sections in pp collisions at root s=5TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep06(2017)147.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the decay B-s(0) -> eta(c)phi and evidence for B-s(0) -> eta(c)pi(+)pi(-); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep07(2017)021.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the B+ -> D*K--(+) pi(+) decay; Physical Review D. 2017. DOI : 10.1103/PhysRevD.96.011101.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : First Observation of a Baryonic B-s(0) Decay; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.041802.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of the Decays Alpha(0)(b) -> chi(c1)pK(-) and Alpha(0)(b) ->chi(c2)pK(-); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.119.062001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of CP asymmetries in D-+/- -> eta 'pi(+/-) and D-S(+/-) -> eta 'pi(+/-) decays; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.05.013.
N. Arvanitopoulos Darginis / S. Süsstrunk; R. Achanta (Dir.) : Sparse Gradient Optimization and its Applications in Image Processing. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7913.
T. Bagautdinov; A. Alahi; F. Fleuret; P. Fua; S. Savarese : Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition. 2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, USA, July 21-26, 2017. p. 3425-3434. DOI : 10.1109/Cvpr.2017.365.
G. L. Cuendet / J.-P. Thiran (Dir.) : Towards 3D facial morphometry. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7936.
J. Newling; F. Fleuret : A Sub-Quadratic Exact Medoid Algorithm. 2017.
J. Newling; F. Fleuret : A Sub-Quadratic Exact Medoid Algorithm. 2017. Proceedings of the 20th International Conference on Artificial Intelligence and Statistics.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurements of the S-wave fraction in B-0 -> K+pi(-)mu(+)mu(-) decays and the B-0 -> K*(892)(0)mu(+)mu(-) differential branching fraction (vol 11, 047, 2016); Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep04(2017)142.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Evidence for the two-body charmless baryonic decay B+ -> p(Lambda)over-bar; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep04(2017)162.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of the D(0)p amplitude in Lambda(0)(b) -> D(0)p pi(-) decays; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep05(2017)030.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Study of J/psi Production in Jets; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.118.192001.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the B-s(0)-> mu(+) mu(-) Branching Fraction and Effective Lifetime and Search for B-0 ->mu(+) mu(-) Decays; Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.118.191801.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the B-s(0) -> eta'phi decay; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep05(2017)158.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Measurement of the J/psi pair production cross-section in pp collisions at root s=13TeV; Journal of High Energy Physics. 2017. DOI : 10.1007/Jhep06(2017)047.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for CP violation in the phase space of D-0 -> pi(+)pi(-)pi(+)pi(-) decays; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.03.062.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Observation of eta(c)(2S) -> p(p)over-bar and search for X(3872) -> p(p)over-bar decays; Physics Letters B. 2017. DOI : 10.1016/j.physletb.2017.03.046.
R. Aaij; B. Adeva; M. Adinolfi; Z. Ajaltouni; S. Akar et al. : Search for the Decays B-S(0) -> tau(+) tau(-) and B-0 -> tau(+) tau(-); Physical Review Letters. 2017. DOI : 10.1103/PhysRevLett.118.251802.
P. Baqué; F. Fleuret; P. Fua : Multi-Modal Mean-Fields via Cardinality-Based Clamping. 2017. CVPR 2017, Honolulu, Hawaii, USA, July 21-26, 2017. p. 4303-4312. DOI : 10.1109/Cvpr.2017.458.
Teaching & PhD
Teaching
- Computer Science,
- Communication Systems
PhD Programs
- Doctoral Program in Electrical Engineering
- Doctoral program in computer and communication sciences
PhD Students
Chavdarova Tatjana
Gliosca Quentin Gianni
Janbakhshi Parvaneh
Kabil Selen Hande
Katharopoulos Angelos
Marelli Francois Thierry M
Shajkofci Adrian
Srinivas Suraj
Tulyakov Stepan
Vyas Apoorv
Bagautdinov Timur ...
Baqué Pierre Bruno ...
Ben Shitrit Horesh Beny ...
Berclaz Jérôme ...
Canévet Olivier ...
Dubout Charles ...
González Serrano Germán ...
Jose Cijo ...
Lefakis Leonidas ...
Newling James Peter ...
Suditu Nicolae ...
Gliosca Quentin Gianni
Janbakhshi Parvaneh
Kabil Selen Hande
Katharopoulos Angelos
Marelli Francois Thierry M
Shajkofci Adrian
Srinivas Suraj
Tulyakov Stepan
Vyas Apoorv
Past PhD Students
Ali Karim ...Bagautdinov Timur ...
Baqué Pierre Bruno ...
Ben Shitrit Horesh Beny ...
Berclaz Jérôme ...
Canévet Olivier ...
Dubout Charles ...
González Serrano Germán ...
Jose Cijo ...
Lefakis Leonidas ...
Newling James Peter ...
Suditu Nicolae ...
Courses
Deep learning
Machine Learning for Engineers
The objective of this course is to give an overview of machine learning techniques used for real-world applications, and to teach how to implement and use them in practice.