Kevin ShenWarp Speed Notes on Viruses and VaccinesI spent a weekend learning about viruses and vaccines in preparation for taking the covid-19 vaccine. The result is the following set of…18 min read·Feb 13, 2021----
Kevin SheninMini DistillDiscrete Optimization: beyond REINFORCEGumbel Softmax (a.k.a. Concrete distribution)23 min read·Jun 22, 2018--3--3
Kevin SheninMini DistillEffect of batch size on training dynamicsThis is a longer blogpost where I discuss results of experiments I ran myself.23 min read·Jun 19, 2018--23--23
Kevin SheninMini Distill(PPS) DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and…This paper deals with semantic segmentation: the task of labeling pixels in an image by their object classes. The goal of semantic…4 min read·Jun 19, 2018----
Kevin SheninMini Distill(PPS) Efficient Deep Learning for Stereo MatchingThis is another paper on stereo matching: the task of matching pixels from two different pictures to deduce depth information. A common…3 min read·Jun 19, 2018--1--1
Kevin SheninMini Distill(PPS) Dynamic Routing Between CapsulesCapsules is one of the recent works coming from Geoff Hinton which is why it’s so hyped up (I think an independent implementation came out…8 min read·Jun 18, 2018----
Kevin SheninMini Distill(PPS) Deformable Convolutional NetworksThe basic idea of this paper is to give the convolution and pooling layers the ability to model different orientations and scales of…3 min read·Jun 18, 2018----
Kevin SheninMini Distill(PPS) Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo MatchingThis paper tackles stereo matching which is the task of matching pixels from two images taken with two different cameras to deduce depth…3 min read·Jun 18, 2018----
Kevin ShenDynamic Routing Between Capsules[Link](https://arxiv.org/abs/1710.09829)3 min read·May 15, 2018----