Papers I Read Notes and Summaries

Learning an SAT Solver from Single-Bit Supervision

Introduction

  • The paper presents NeuroSAT, a message passing neural network that is...


Neural Relational Inference for Interacting Systems

Introduction

  • The paper presents Neural Relational Inference (NRI) model which can infer...


Stylistic Transfer in Natural Language Generation Systems Using Recurrent Neural Networks

Introduction


Get To The Point - Summarization with Pointer-Generator Networks

Introduction


StarSpace - Embed All The Things!

Introduction

  • The paper describes a general purpose neural embedding model where different...


Emotional Chatting Machine - Emotional Conversation Generation with Internal and External Memory

  • The paper proposes ECM (Emotional Chatting Machine) which can generate both semantically and...


Exploring Models and Data for Image Question Answering

Introduction

  • Problem Statement: Given an image, answer a given question about the...


How transferable are features in deep neural networks

Introduction

  • When neural networks are trained on images, they tend to learn...


Distilling the Knowledge in a Neural Network

Introduction

  • In machine learning, it is common to train a single large...


PTE - Predictive Text Embedding through Large-scale Heterogeneous Text Networks

Introduction

  • Unsupervised text embeddings can be generalized for different tasks but they...