Sahil SinglainHackerNoon.comA new kind of pooling layer for faster and sharper convergenceSome prior knowledge of conv nets is assumed7 min read·Oct 1, 2017--9--9
Sahil SinglainTowards Data ScienceNormalized center loss for language modelingCaveat: Some knowledge of recurrent neural networks is assumed.4 min read·Sep 22, 2017--1--1
Sahil SinglainML ReviewExperiments with a New Loss Term Added to the Standard Cross entropyRecently I came across this idea of center loss described in this paper. You define the outputs from the second last layers of the neural…6 min read·Sep 9, 2017--4--4
Sahil SinglainTowards Data ScienceExperiments with a new kind of convolutionCaveat: Some prior knowledge of CNNs is assumed for this post8 min read·Sep 3, 2017--3--3
Sahil SinglainTowards Data SciencePractical techniques for getting style transfer to workThose who are not familiar with style transfer can read this blog post summarizing style transfer.9 min read·Aug 30, 2017--1--1
Sahil SinglainML ReviewGetting Inception Architectures to Work with Style TransferStyle transfer typically requires neural networks with a well-developed hierarchy of features for calculating the loss. Thus for this…13 min read·Aug 29, 2017--3--3
Sahil SinglainTowards Data ScienceExperiments on different loss configurations for style transferAs I participated in Jeremy Howard’s excellent Cutting edge deep learning for coders, I was quite intrigued by style transfer. I wanted to…11 min read·Aug 28, 2017--3--3
Sahil SinglaIntroduction to Style transferCaveat: Some knowledge of convolutional neural networks is assumed.2 min read·Aug 28, 2017----