Sunil Yadav – Medium

Sunil Yadav

Sunil Yadav

Variational Autoencoders

In this article, we will continue our discussion with variational autoencoders (VAEs) after covering DGM basics and AGM. Variational…

Jan 2, 2023

Variational Autoencoders

Jan 2, 2023

Sunil Yadav

Deep Autoregressive Models: A Quick Introduction

In this blog, we will dive into deep autoregressive generative models (AGM). Autoregressive models originated from economics and social…

Dec 26, 2022

Deep Autoregressive Models: A Quick Introduction

Dec 26, 2022

Sunil Yadav

Deep Generative modelling

Nowadays we see several real-world applications of synthetically generated data (see Figure 1), for example, solving the data imbalance…

Oct 15, 2022

Deep Generative modelling

Oct 15, 2022

Sunil Yadav

Implicit Vs Parametric 3D Shape Representation

Pros and Cons of these representations

Oct 4, 2022

Implicit Vs Parametric 3D Shape Representation

Oct 4, 2022

Sunil Yadav

What is an OCT? How can it be a key diagnosis and monitoring tool in neurological disorders?

What are neurological disorders? How to early diagnose and monitor effectively?

Mar 23, 2022

What is an OCT? How can it be a key diagnosis and monitoring tool in neurological disorders?

Mar 23, 2022

Sunil Yadav

GANs in Medical Image Analysis: Part 2

How GANs are tackling the challenges in medical image analysis!

Mar 21, 2022

GANs in Medical Image Analysis: Part 2

Mar 21, 2022

Sunil Yadav

GANs in Medical Image Analysis: Part 1

How GANs are tackling the challenges in medical image analysis!

Mar 19, 2022

GANs in Medical Image Analysis: Part 1

Mar 19, 2022

Sunil Yadav

KL divergence, JS divergence, and Wasserstein metric in Deep Learning

3 key measures to compute the difference between probability distributions.

Mar 9, 2022

KL divergence, JS divergence, and Wasserstein metric in Deep Learning

Mar 9, 2022

Sunil Yadav

Necessary Probability Concepts for Deep Learning: Part 1

The minimum probability concepts a DL beginner should know

Feb 25, 2022

Necessary Probability Concepts for Deep Learning: Part 1

Feb 25, 2022

Sunil Yadav

3D point set processing in python: a quick overview

Geometry (point set/mesh) processing is vital in several applications including computer graphics, medical imaging, and remote sensing. In…

Feb 18, 2022

3D point set processing in python: a quick overview

Feb 18, 2022

Sunil Yadav

Sunil Yadav

An experienced researcher and co-founder @nocturneGmbH with keen focus on applying academic research to clinical practice.

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