Research

Topics: machine learning, deep learning, computer vision

Researcher at CEDRIC Lab, Vertigo Team - Head of the AHEAD doctoral program in AI
Associate member at LIP6 Lab, MLIA Team
Steering committee member of GdR ISIS, in charge of Machine Learning Axis

Research group

Clément Rambour (assistant prof.)
Students

2017- Thuy Le (PhD), Diagnosis in 3d mammography, GE Healthcare. [MIDL'19]
2018- Olivier Petit (PhD), Abdominal CT-scan segmentation, Visible Patient. [MIDL'19]-[DLMIA'18]
2018- V. Le Guen (PhD), Time-series forecasting, EDF. [ICLR'21]-[NeurIPS'20]-[CVPR'20]-[NeurIPS'19]
2019- Charles Corbière (PhD), Robust deep learning, valeo.ai. [NeurIPS'19]
2020- Laura Calem (PhD), Forecasting in autonomous driving, valeo.ai.
2020- Loic Themyr (PhD), 3D US image segmentation, AHEAD with IRCAD.
2020- Yannis Karmim (Research Eng.), Video object detection, ANR Deeplomatics.
2021- Elias Ramzi (PhD), Image retrieval, AHEAD with SWORD.

Students (as secondary supervisor)

2019- Rémy Sun (PhD), Life-long learning, at LIP6 with M. Cord. [wNeurIPS'20]
2020- W. Grison (PhD), Visual dialog, at ONERA with S. Herbin, M. Crucianu.
2020- A. Redjimi (PhD), Panoptic segmentation, at CEA with M. Chaouch, F. Chabot, M. Crucianu.
2021- W. Ndzimbong (PhD), Medical image registration, at IRCAD with T. Collins.

Alumni:

2016-2020 Rémi Cadène (PhD) [CVPR'19]-[SIGIR'18]-[ICCV'17]
2016-2019 Eloi Mehr (PhD) [ICCV'19]-[CVPR'18], now Research Eng. at Dassault System
2016-2019 Thomas Robert (PhD) [ECCV'18]-[ICIP'18], now Research Eng. at Heuritech
2016-2019 Hedi Ben-Younes (PhD) [CVPR'19]-[AAAI'19]-[ICCV'17], now Researcher at valeo.ai
2015-2018 Taylor Mordan (PhD) [NeurIPS'18]-[IJCV'18]-[BMVC'17]-[CVPR'17], now Post-Doc at EPFL
2015-2018 Michael Blot (PhD) [NeuroComp'18]-[ICIP'18]-[ICIP'16]
2015-2018 Micael Carvalho (PhD) [SIGIR'18]-[ICIP'16], now Research Scientist at Tesla
2013-2017 Thibaut Durand (PhD) [PAMI'18]-[CVPR'17]-[CVPR'16]-[ICCV'15], now Researcher at Borealis AI
2014-2017 Xin Wang (PhD) [PR'17]-[ICIP'16], now Research Eng. at Tecent (China)
2013-2016 Marion Chevalier (PhD) [PRL'18]-[ICIP'15], now Research Eng. at Probayes
2012-2015 Cédric Lebarz (PhD) [ICIP'15]-[wCVPR'15], now Research Eng. at Thales
2011-2015 Marc Law (PhD) [IJCV'17]-[CVPR'14]-[ICCV'13], now Post-Doc at Toronto
02-07 2014 Devinder Kumar (Research Eng.) [ICME'15], now PhD candidate at University of Waterloo
2010-2013 Christian Thériault (Post-Doc) [JSTSP'14]-[CVPR'13]-[TIP'13]-[ICIP'11]
2010-2013 Hanlin Goh (PhD) [TNNLS'14]-[NIPS'13]-[ECCV'12]-[ICIP'11], now Research Scient. at Apple
2010-2013 Sandra Avila (PhD) [CVIU'13]-[ICIP'13]-[ICIP'11], now Assitant Prof. at Unicamp (Brazil)
2011-2013 Jonathan Guyomard (Research Eng.) [ICIP'12]
2009-2012 Rodrigo Minetto (PhD) [CVIU'14]-[PR'13], now Assitant Prof. at Univerity of Parana (Brazil)

Projects

AHEAD (ANR 2020-2025), AI for Health, Physics, Transportation and Defense: Cnam coordinator
Diamelex (ANR 2021-2025), Diagnosis of melanoma by similarity learning: CEDRIC coordinator
Deeplomatics (ANR 2019-2022), Deep learning for visual-acoustic detection: CEDRIC coordinator
MALESI (2020-2022), Machine Learning to Explain Security Incidents: CEDRIC/Vertigo PI
Deep in France (ANR 2017-2021), "Green" Deep Learning: LIP6 member

Former Projects:

DeepVision (ANR 2015-2020 with Canada), Deep Learning for structured prediction: LIP6 member
VISIIR (ANR CONTINT 2013-2018), Eye-Driven, Weakly-Supervised Learning: Project coordinator
ASAP (ANR DEFIS 2010-2013), Learning deep archtectures for image classification
GEOPEUPLE (ANR Espace & Territoire 2010-2014) , Population evolution through old maps analysis
SCAPE (IP european project 2011-2014), Web archiving and semantic similarity
ITOWNS (ANR 2008-2011), Content-based image retrieval in high resolution street images
MERLION Project (Singapore)
Cassini: Objects detection in old maps (churches, mills, castles, etc)