Image Retrieval
This post is a summary and paper skimming on image retrieval related research. So, this post will be keep updating by the time.
Recent Posts
Rotation Invariance & Equivariance
This post is a summary and paper skimming on rotation invariance and equivariance related research. So, this post will be keep updating by the time.
Improved deep metric learning with multi-class N-pair loss objective
“Improved deep metric learning with multi-class N-pair loss objective” proposes a way to handle the slow convergence problem of contrastive loss and triplet ...
Extreme clicking for efficient object annotation
“Extreme clicking for efficient object annotation” proposes a better way to annotate object bounding boxes with four clicks on the object. It is a further re...
Detection & Segmentation
This post is a summary and paper skimming on detection and segmentation related research. So, this post will be keep updating by the time.
Training object class detectors with click supervision
“Training object class detectors with click supervision” proposes efficient way of annotating bounding boxes for object class detectors. It was presented in ...
Inception-v4 and Inception-ResNet
“Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning” is an advanced version of famous vision model ‘inception’ from Google. It...
Network In Network
“Network In Network” is one of the most important study related convoutional neural network because of the concept of 1 by 1 convolution and global average p...