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目录C++C++cplusplus.comcppreference.com

2020-10-28 20:52:22 193

原创 Object Detection 模型整理 (持续更新)

网络 SPPNet: Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition, ECCV, 2014 R-CNN: Rich feature hierarchies for accurate object detection and semantic segmentation, CVPR, 2...

2018-11-01 16:24:10 1100

原创 Semantic Segmentation 模型整理 (持续更新)

主要关注它们的网络结构。网络 FCN: Fully Convolutional Networks for Semantic Segmentation, CVPR, 2015 SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation, TPAMI, 2017 DeconvNet: Lea...

2018-11-01 15:12:09 1434

原创 CVPR 2018 值得关注的论文

Deep Learning of Graph Matching Efficient Optimization for Rank-Based Loss Functions Deep Layer Aggregation Relation Networks for Object Detection Deep Adversarial Metric Learning Link and Cod...

2018-10-21 13:28:57 859

原创文本模型整理 (持续更新)

传统模型 TF-IDF: term frequency–inverse document frequency LDA: Latent Dirichlet Allocation, JMLR, 2003词向量 Word2vec: Efficient Estimation of Word Representations in Vector Space, ICLR, 2013 GloVe:...

2018-10-14 19:32:58 420

原创 Hashing 模型整理 (持续更新)

Single Model LSH: Locality-Sensitive Hashing Scheme Based on p-Stable Distributions, SGG, 2004 Spectral Hashing, NIPS, 2008 PQ: Product quantization for nearest neighbor search, TPAMI, 2011 ITQ: ...

2018-10-14 16:34:18 2127

原创 Image-sentence Matching 模型整理 (持续更新)

To do

2018-10-12 21:18:28 2680 2

原创 CNN-Based CBIR 整理 (持续更新)

全局特征Without Fine-tuning Neural codes for image retrieval, ECCV, 2014 Multi-scale orderlesspooling of deep convolutional activation features, ECCV, 2014 (VLAD coding) CNN Features off-the-shelf: a...

2018-10-12 16:01:30 1641

原创 CNN 网络整理 (持续更新)

基本网络 AlexNet: Imagenet classification with deep convolutional neural networks, NIPS, 2012 VGGNet: Very deep convolutional networks for large-scale image recognition, ICLR, 2015 Inception-v1 [GoogL...

2018-10-12 13:17:16 423