TALKS

Ph.D. thesis talk - Conditional generative modeling for images, 3D animations, and video
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Sep 12, 2023

University of Montreal, Canada

slides | pdf

Diffusion models for solving video tasks
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Mar 6, 2023

Borealis AI, Vancouver, Canada

slides

Diffusion models for solving video tasks
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February 2, 2023

INRIA, France

slides

(MCVD) Masked Conditional Video Diffusion
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December 1, 2022

NeurIPS 2022, New Orleans, USA

slides | poster

SMPL-IK - Learned Morphology-Aware Inverse Kinematics for AI Driven Artistic Workflows
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December 6, 2022

SIGGRAPH Asia, Daegu, South Korea

slides | video

Tutorial on Normalizing Flows
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Nov 4, 2022

Representation Learning (course), Mila, University of Montreal, Canada

slides

A tutorial on Score-based Denoising Diffusion Models
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August 23, 2022

Mila, Montreal, Canada

pdf | slides | video

Solving Video Tasks with Denoising Diffusion Models
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August 12, 2022

Samsung AI Center, Toronto, Canada

pdf | slides

(MCVD) Masked Conditional Video Diffusion
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May 10, 2022

Mila, Montreal, Canada

slides

Denoising Diffusion GANs
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February 15, 2022

Mila, Montreal, Canada

pdf | slides

Training GANs by Solving ODEs
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April 6, 2021

Mila, Montreal, Canada

pdf

Score-based Generative Models using SDEs
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February 15, 2021

Mila, Montreal, Canada

pdf | slides

Continuous Normalizing Flows
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September 01, 2020

Mila, Montreal, Canada

pdf | slides

GANs - the story so far
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July 25, 2020

Summer Symposium on AI Research, India

pdf | slides | video

A brief tutorial on Neural ODEs
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July 10, 2020

Mila, Montreal, Canada

pdf | video |

Mathematics of Neural ODEs
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Apr 02, 2020

University of Guelph, Canada

pdf | slides

Simple Video Generation using Neural ODEs
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Jan 07, 2020

IIIT Hyderabad, India

pdf

Tutorial on GANs
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May 30, 2019

AI for Social Good Summer Lab (AI4Good), Montreal, Canada

Slides (not mine)

(BigGAN) Large Scale GAN Training for High Fidelity Natural Image Synthesis
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Oct 30, 2018

Mila, Montreal, Canada

pdf

Visualizing the Loss Landscapes of Neural Nets
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Sep 24, 2018

Mila, Montreal, Canada

pdf

Linear Algebra - Groups, Vector Spaces, Matrix Transformations
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Jun 06, 2018

CVIT, IIIT Hyderabad, India

pdf

Lip-reading in the Wild
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Apr 26, 2018

CVIT, IIIT Hyderabad, India

pdf

Image de-fencing usng RGB-D data
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Feb 26, 2018

Max Planck Institute for Informatics, Saarbr├╝cken, Germany

pdf

Mathematics in Sanskrit Poetry
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Feb 18, 2018

IIIT Hyderabad, India

pdf

Intuition behind LSTMs
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Feb 02, 2018

IIIT Hyderabad, India

pdf | slides

Mathematics behind Backpropagation
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Aug 09, 2017

IIIT Hyderabad, India

GitHub