Papers I Read Notes and Summaries

HyperNetworks

25 Jan 2021

Introduction

  • The paper explores HyperNetworks. The idea is to use one network...

Energy-based Models for Continual Learning

18 Jan 2021

Introduction

  • The paper proposes to use Energy-based Models (EBMs) for Continual Learning.

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GPipe - Easy Scaling with Micro-Batch Pipeline Parallelism

11 Jan 2021

Introduction

  • The paper introduces GPipe, a pipeline parallelism library for scaling networks...

Compositional Explanations of Neurons

04 Jan 2021

Introduction

  • The paper describes a method to explain/interpret the representations learned by...

Design patterns for container-based distributed systems

21 Dec 2020

Introduction

  • The paper describes three design patterns for container-based distributed systems: single-container pattern,...

Cassandra - a decentralized structured storage system

14 Dec 2020

Introduction

  • Cassandra is a distributed storage system that runs over cheap commodity servers...

CAP twelve years later - How the rules have changed

07 Dec 2020

Introduction

  • The CAP theorem states that any system sharing data over the...

Consistency Tradeoffs in Modern Distributed Database System Design

30 Nov 2020

Introduction

  • CAP theorem has been influential in the design decisions for distributed...

Exploring Simple Siamese Representation Learning

23 Nov 2020

Introduction

  • The paper shows that Siamese networks can be used for unsupervised...

Data Management for Internet-Scale Single-Sign-On

16 Nov 2020

Introduction

  • The paper describes the architecture of an erstwhile single-sign-on (SSO) service...