B Ravi Kiran – Technical Lead, ML, Navya

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Workshops

Current Domains

  • Deep Reinforcement Learning for Autonomous Driving: A Survey Expected 2020 Preprint, Slides

  • 3D-Deep learning for pointclouds

  • Real-time Adaptive background subtraction with Rejection Cascades paper,

  • Reinforcement Learning for autonomous driving

  • Multi-task learning architectures for Autonomous driving

  • Deep learning for Video anomaly detection Project,

Older Domains

  • CC Pruning of Random forests Project,

  • Multiscale online TS anomaly detection Project,

  • Hyperspectral hierarchical image segmentation Project,

  • Braids and energetic lattices Project Thesis Def. Slides,

  • Multilabel optimization and graphcuts for image segmentation

Service

Journal/Conference Reviewer

CIARP 2012, ICIP 2014, ICVES 2017, ISMM 2013-15-17-19, IROS 2017, TIP 2017, NeurIPS2017W-LLD, ITSC 2018, ALA 2018, ITSC 2016-18-19, PR Letters 2013-15-16-19, PR 2018-19, NeurIPS2019W-LLD, ECAI 2020

Experience

  • Nov’18 - Now : ML/DL Technical Lead, Navya

  • Jan’18-Oct’18 : R&D Engineer, Autonomous Systems, AKKA Technologies,

  • May’17-Dec’17 : Vision & deep learning consultant Uncanny Vision,

  • Oct’16-Aug’17 : ATER Universit√© Lille 3 & CRISTAL,

  • Dec’15-Nov’16 : Post-doc DATA-ENS Paris & ThalesAlenia Space,

  • Nov’14-Nov’15 : Post-Doc CAOR Mines ParisTech & Helicoid,

  • Oct’11-Oct’14 : PhD A3SI-LIGM, Univ. Paris-Est