Lectures and Panel Links

Opening Keynote

Jay Yagnik: Lecture Recording

Panel "Research Careers - Academia and Industry"

Panelists: Abhijnan Chakraborty, Pankaj Jalote, Arati Deo, Preksha Nema

Moderator: Manish Gupta

Session Recording

Panel "AI in India"

Panelists: Anna Roy, Geetha Manjunath, Pankaj Gupta, Balaraman Ravindran

Moderator: Partha Talukdar

Session Recording

Closing Keynote

Cordelia Schmid: Lecture Recording

Track: General ML

Machine Learning in Real-world Healthcare Settings: How Far We've Come and Where We Are Going by Katherine Heller

How to represent part-whole hierarchies in a neural net by Geoff Hinton

(HCI) Human-Centered Design of Artificial Intelligence Systems for Frontline Health by Neha Kumar

(AI4SG) Solving Online Sequential Matching Problems through Constrained Reinforcement Learning by Pradeep Varakantham

Neural network verification by Pawan Mudigonda and Dj Dvijotham

Sub-Track: ML Foundations

Learning-Augmented Online Learning by Ravi Kumar

Stochastic Gradient Descent: Marrying Theory with Practice by Prateek Jain

Understanding deep learning phenomena: A story on generalization by Hanie Sedghi

Sub-Track: Natural Language Understanding

Language Agnostic multilingual modeling by Bhuvana Ramabhadran

NLP and Society: Towards Socially Responsible NLP by Vinodkumar Prabhakaran

Large language models: T5 and beyond by Colin Raffel

Sub-Track: Computer Vision

AI Choreography: How Context and Attention Help Us Understand Video and Learn to Dance by David Ross

Self-attention for Vision by Ashish Vaswani and Prajit Ramachandran (Recording Not Available)

Computer Vision: Computation and Photography: How the Mobile Phone Became a Camera by Peyman Milanfar