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Research
Topics: Machine Learning, Deep Learning, Computer Vision
Students
- 2017- Thuy Le (PhD), Lesion detection for 3d mammography, GE Healthcare.
- 2018- Olivier Petit (PhD), Semantic segmentation in CT-scans, Visible Patient. [DLMIA'18]
- 2018- Laura Calem (PhD), Pose estimation in videos (with D. Picard), Ergonova.
- 2018- Vincent Le Guen (PhD), Times-series forecasting for electicity regulation, EDF.
- 2018- Charles Corbière (PhD), Robust deep learning for autonomous driving, valeo.ai.
- 2015- Eloi Mehr (PhD), Unsupervised 3d deep learning, Dassault System. [CVPR'18]
- 2016- Thomas Robert (PhD), Semi-supervised learning. [ECCV'18]
- 2016- Hedi Ben-Younes (PhD), Multi-modal fusion. [AAAI'19]-[ICCV'17]
- 2016- Rémi Cadène (PhD), Cross-modal retrieval. [SIGIR'18]-[ICCV'17]
- 2015-2018 Taylor Mordan (PhD) [NIPS'18]-[IJCV'18]-[BMVC'17]-[CVPR'17]
- 2015-2018 Michael Blot (PhD) [NeuroComp'18]-[ICIP'18]-[ICIP'16]
- 2015-2018 Micael Carvalho (PhD) [SIGIR'18]-[ICIP'16]
- 2013-2017 Thibaut Durand (PhD) [PAMI'18]-[CVPR'17]-[CVPR'16]-[ICCV'15], now Post-Doc at SFU
- 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
- Deeplomatics (ANR 2019-2022), Deep Learning for Multi-Modal Detection: CEDRIC coordinator
- Deep in France (ANR 2016-2020), "Green" Deep Learning: LIP6 member
- DeepVision (ANR 2015-2019 with Canada), Deep Learning for structured prediction: LIP6 member
- VISIIR (ANR CONTINT 2013-2018), Eye-Driven, Weakly-Supervised Learning: Project coordinator
Former Projects:
- 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)