tianzhou2011/paper-notes

A repository for easy note tracking and digestion.

Table of Contents generated with DocToc

• Papers Organized By Task
  • Object Classification
  • Object Localization
  • Object Detection
  • Semantic Segmentation
  • Instance Segmentation
  • Image Captioning
  • Cardiac Motion Scoring
• Papers Organized By Domain
  • Medical
• Papers Organized By Topic
  • Deep Supervision
  • Efficiency
  • Non Local Neural Networks
  • Soft Attention

Papers Organized By Task

Object Classification

OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks
Deeply Supervised Nets

Object Localization

OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks

Object Detection

Rich feature hierarchies for accurate object detection and semantic segmentation
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks
Fast R-CNN
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Non-local Neural Networks

Semantic Segmentation

Rich feature hierarchies for accurate object detection and semantic segmentation
Fully Convolutional Networks for Semantic Segmentation
Learning deconvolution network for semantic segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes
CNN-based Segmentation of Medical Imaging
Deeply-Supervised CNN for Prostate Segmentation
Attention U-Net: Learning Where to Look for the Pancreas

Instance Segmentation

Non-local Neural Networks

Image Captioning

On the Automatic Generation of Medical Imaging Reports

Cardiac Motion Scoring

Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling

Papers Organized By Domain

Medical

U-Net: Convolutional Networks for Biomedical Image Segmentation
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes
CNN-based Segmentation of Medical Imaging
Deeply-Supervised CNN for Prostate Segmentation
On the Automatic Generation of Medical Imaging Reports
Attention U-Net: Learning Where to Look for the Pancreas
Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling

Papers Organized By Topic

Deep Supervision

Deeply Supervised Nets
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes
CNN-based Segmentation of Medical Imaging
Deeply-Supervised CNN for Prostate Segmentation
Attention U-Net: Learning Where to Look for the Pancreas

Efficiency

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

Non Local Neural Networks

Non-local Neural Networks
Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling

Soft Attention

On the Automatic Generation of Medical Imaging Reports
Attention U-Net: Learning Where to Look for the Pancreas