Deep Learning Algorithms
2016-05-07 06:59:15 7 举报AI智能生成
Deep Learning Algorithms
作者其他创作
大纲/内容
RNN
LSTM
Recursive Neural Network
Recurrent Neural Network
Deep Reinforcement Learning
Image Retrieval
Video Classification
Delving Deeper into Convolutional Networks for Learning Video Representations
Deep Multi-Scale Video Prediction Beyond Mean Square Error
Image Classification
AlexNet
星巴克
GoogleNet
VGG Net
Deep Residual Learning
Object Dection
R-CNN Family
R-CNN
SPP-Net
Fast R-CNN
Faster R-CNN
YOLO
OverFeat
RNNs
Inside Outside Network
End-to-end people detection in crowded scenes
Object Tracking
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network
DeepTrack: Learning Discriminative Feature Representations by Convolutional Neural Networks for Visual Tracking
Learning a Deep Compact Image Representation for Visual Tracking
Hierarchical Convolutional Features for Visual Tracking
Visual Tracking with fully Convolutional Networks
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking
Image Captioning
Explain Images with Multimodal Recurrent Neural Networks
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models
Long-term Recurrent Convolutional Networks for Visual Recognition and Description
A Neural Image Caption Generator
Deep Visual-Semantic Alignments for Generating Image Description
Video Captioning
Visual Attention and Saliency
Semantic Segmentation
BoxSup
Conditional Random Fields as Recurrent Neural Networks
DeepLab
Fully Convolutional Networks for Semantic Segmentation
Edge Detection
DeepEdge
DeepContour
Holistically-Nested Edge Detection
Low-Level Vision
Super-Resolution
Optical Flow
Compression Artifacts Reduction
Blur Removal
Image Deconvolution
Deep Edge-Aware Filter
Computing the Stereo Matching Cost with a Convolutional Neural Network
Model Compression
Object Recognition
Weakly-supervised learning with convolutional neural networks
FV-CNN
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