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…Feb 13, 2021Feb 13, 2021
Kevin SheninMini DistillDiscrete Optimization: beyond REINFORCEGumbel Softmax (a.k.a. Concrete distribution)Jun 22, 20183Jun 22, 20183
Kevin SheninMini DistillEffect of batch size on training dynamicsThis is a longer blogpost where I discuss results of experiments I ran myself.Jun 19, 201823Jun 19, 201823
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…Jun 19, 2018Jun 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…Jun 19, 20181Jun 19, 20181
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…Jun 18, 2018Jun 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…Jun 18, 2018Jun 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…Jun 18, 2018Jun 18, 2018
Kevin ShenDynamic Routing Between Capsules[Link](https://arxiv.org/abs/1710.09829)May 15, 2018May 15, 2018
