Explaining Neural Networks: A Causal Perspective, MILA Tea Talks, Feb 2021
Deep Learning with Limited Labeled Data, WADLA (IIIT-Sri City), Feb 2021
Deep Learning: An Introduction and Recent Trends, ISRO Inertial Systems Unit, Feb 2021
Explaining Neural Networks: A Causal Perspective, NVIDIA GTC 2020 (Fall), Oct 2020
Introduction to Deep Learning and its Applications, INS Valsura Webinar on AI for Data-Driven Navy, Indian
Navy, Oct 2020
Regulations for Responsible AI and Explainable AI, RAISE Summit (organized by NITI Aayog, Govt of India), Oct 2020
Towards Explainable and Robust AI Practice, CII-IITH Power Talks 2.0 and Tech Edu Forum, Oct 2020
Object Detection Methods in Computer Vision, VSSC, Indian Space Research Organization, Sep 2020
Explaining Neural Networks: A Causal Perspective, Invited Talk, SPCOM 2020 (Virtual Conference), Jul 2020
Towards Explainable AI, NPTEL Live Series (Online), Apr 2020
(Video)
Learning from Limited Labeled Data, Microsoft AI and Research & Facebook AI
Research, CA, USA, Feb 2020; Microsoft, Hyderabad, May 2020
Zero-shot Task Transfer, CODS-COMAD Invited Paper Talk, Jan 2020; CVPR AC Workshop, San
Diego, Feb 2020
Explaining Neural Networks: A Causal Perspective, MSR-LinkedIn-IISc FATE-ML Workshop,
Bangalore, Jan 2020; Microsoft Research India, Bangalore, Feb 2020
Solving Next Generation of ML Problems: Learning from Limited Labeled Data, KLA
Neoterix Conference, Keynote Talk, Chennai, Sep 2019; IBM Research
India Labs, Feb 2020
Neural Network Attributions: A Causal Perspective, IIT-Madras, Jun 2019; IIT-Kanpur,
Jul 2019
Towards Explainable Deep Learning, IIIT-Delhi, Mar 2019; IIT-ACB, Bangalore, May 2019;
IISc Brain, Computation and Learning Workshop, Jun 2019
Zero-shot Task Transfer, IITH-RIKEN AI Workshop, IIT-Hyderabad, Mar 2019
Towards Explainable Deep Learning, AIST AIRC International Workshop, Tokyo, Feb 2019
Towards Explainable Deep Learning, NVIDIA AI Workshop, Bangalore, Feb 2019
Explainability in Machine/Deep Learning, IBM India Research Labs, Bangalore, Dec
2018
Towards Solving Next-Gen ML Problems: Learning with Weak Supervision, Intel ICTAI
Workshop, Bangalore, Nov 2018
Machine Learning for Agriculture, International Workshop on Machine Learning for
Cyber-Agricultural Systems (MLCAS2018), Keynote Talk, Mumbai, Oct
2018
Towards Solving Next-Gen ML Problems: Learning with Weak Supervision, NVIDIA
DevConnect, Hyderabad, Sep 2018
Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data, ACCV Area Chairs Workshop, Nanyang Technological University, Sep 2018
Going beyond what and asking why: Explainability in Machine/Deep Learning, Anthill
Inside 2018, Bangalore, Jul 2018
(Video)
Optimization Methods in Deep Learning, 3rd Indian Workshop on Machine Learning,
IIT-BHU, Jul 2018
Deep Generative Models for Annotated Image/Video Creation, NEC Labs, Cupertino, CA, Mar
2018
Deep Generative Models for Video Creation, NVIDIA GTC 2018, San Jose, CA, Mar 2018
Explainability in Deep Learning: Grad-CAM, Google AI/ML Workshop, Bangalore,
Mar 2018
Recent Advances in Deep Learning Theory and Applications, Adobe, Noida, Feb 2018
Deep Learning: A Review, Microsoft Research-ACM Academic Research Summit, Hyderabad,
Jan 2018
(Video)
