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Talks

  • Generative Adversarial Networks and Adversarial attacks. Faculty Development Programme sponsored by All India Council for Technical Education (AICTE), Government of India. (2020)
  • Adversarial Machine Learning. Faculty Development Programme sponsored by APJ Abdul Kalam Technological University, Government of Kerala. (2019)
  • Machine Learning makes Smart Grids smarter. Faculty Development Programme sponsored by Scheme for Promotion of Academic and Research Collaboration (SPARC), Ministry of Human Resource development (MHRD), Government of India. (2019)
  • Generative Adversarial Networks. Faculty Development Programme sponsored by Third phase of Technical Education Quality Improvement Programme (TEQIP-III), Government of India and Institute of Electrical and Electronics Engineers (IEEE). (2019)
  • Generative Adversarial Networks and Adversarial examples. Continuing Education Programme sponsored by Third phase of Technical Education Quality Improvement Programme (TEQIP-III), Government of India. (2019)
  • Introduction to Convolutional Neural Networks. Continuing Education Programme sponsored by Third phase of Technical Education Quality Improvement Programme (TEQIP-III), Government of India. (2018)

Slide

  • AICTE FDP 18/12/20 GANs and Adversarial attacks [Slide]
  • FDP 17/12/19 Adversarial ML [Slide]
  • FDP 25/09/19 Introduction to RL [Slide]
  • CEP 26/07/19 Advanced topics on image processing [Slide]
  • CEP 11/12/18 Introduction to CNN [Slide]

Code

  • FDP 18/12/20 GANs and FGSM hands-on [Code]
  • FDP 17/12/19 Adversarial ML hands-on [Code]
  • FDP 16/12/19 Introduction to Neural Networks hands-on [Code]
  • CEP 26/07/19 GANs and Adversarial examples hands-on [Code]
  • CEP 11/12/18 Introduction to CNN hands-on [Code]

FDP intends facilitate upgradation of knowledge, skill and intends to provide opportunities for induction training to teachers employed in disciplines Engineering & Technology, Pharmacy, Hotel Management & Catering Technology, Architecture, Town Planning and Applied Arts & Crafts.
CEP activity has been set up to meet the manpower training and knowledge upgradation needs of the industry, academia, and research organizations.