标签

object detection

You Only Look Once: Unified, Real-Time Object Detection

Fast R-CNN

Rich feature hierarchies for accurate object detection and semantic segmentation

YOLO9000: Better, Faster, Stronger

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

RCNN

Fast R-CNN

Rich feature hierarchies for accurate object detection and semantic segmentation

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Relation classification

SEE: Syntax-aware Entity Embedding for Neural Relation Extraction

Text classification

Adversarial Multi-task Learning for Text Classification

Multi-task learning

Adversarial Multi-task Learning for Text Classification

Adversarial learning

Unsupervised Machine Translation Using Monolingual Corpora Only

Adversarial Multi-task Learning for Text Classification

NMT

Neural Machine Translation

Unsupervised Machine Translation Using Monolingual Corpora Only

Unsupervised learning

Unsupervised Machine Translation Using Monolingual Corpora Only

Word Embedding

Simpler GloVe

Reinforcement learning

Variational Reasoning for Question Answering with Knowledge Graph

Reinforcement learning introduction

CS294 DRL-2017-fall(2)

Semi-Supervised QA with Generative Domain-Adaptive Nets

Supervised learning and imitation

CS294 DRL-2017-fall(1)

QA

Semi-Supervised QA with Generative Domain-Adaptive Nets

GAN

Generative Adversarial Nets

Semi-Supervised QA with Generative Domain-Adaptive Nets

relation detection

Improved Neural Relation Detection for Knowledge Base Question Answering

KBQA

Variational Reasoning for Question Answering with Knowledge Graph

Improved Neural Relation Detection for Knowledge Base Question Answering

generative model

Generative Adversarial Nets

Reinforcement leaning

Value Iteration Networks

reading comprehension

Bi-Directional Attention Flow For Machine Comprehension

RNN

Bi-Directional Attention Flow For Machine Comprehension

attention

Bi-Directional Attention Flow For Machine Comprehension

seq2seq

Sequence-to-Sequence Learning as Beam-Search Optimization

beam search

Sequence-to-Sequence Learning as Beam-Search Optimization

Variational inference

Variational Reasoning for Question Answering with Knowledge Graph

text summarization

Some methods for text summarization

machine learning

Accelerating softmax