Topics: machine learning, deep learning, computer vision
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: