Paper Summaries

These posts expects to summarize contributions of papers so that someone new to the field can quickly navigate and grasp it..
23 May 15

Lion Optimizer (optimizer discovered through evolutionary search)

1 min read
23 Feb 11

ESM-2 (evolutionary-scale prediction of atomic level protein structure with a language model)

8 min read
22 Mar 10

Introduction to Adam Optimizer & advancements leading to it

1 min read
22 Jan 27

Deep Residual Learning for Image Recognition

3 min read
22 Jan 19

ImageNet classification with deep convolutional neural networks (AlexNet)

3 min read
21 Sep 27

Summary of Paper - Representation Learning Via Invariant Causal Mechanisms (ReLIC)

2 min read