PinnedPolyLoss : A new framework for loss functionsOriginal Paper: [ https://arxiv.org/pdf/2204.12511.pdf] Authors: Zhaoqi Leng, Mingxing Tan , Chenxi Liu , Ekin Dogus Cubuk , Xiaojie Shi, Shuyang Cheng ,Dragomir Anguelov [Waymo And Google] Summary Authors propose a new framework of loss functions, motivated by the Taylor series expansion of commonly used functions like cross entropy and focal loss.Computer Vision2 min readComputer Vision2 min read
PinnedMigrate your blog from Ghost(Pro) to Digital oceanI recently decided to migrate my ghost blog from ghost(pro) subscription to a digital ocean droplet. Primary reasons for the migration were: 1. Inability to modify themes with a basic subscription 2. Limited integrations. Here are the steps involved in the migration: Downloading content from Ghost(pro) website Navigate to your Ghost dashboard -> Settings ->…Blogging Tips3 min readBlogging Tips3 min read
Apr 5, 2021Designing and shipping a ML FeatureWhat exactly are we trying to accomplish? Will the new model architecture really be a game-changer? How much impact will this new dataset have on the model accuracy? These are some questions a typical machine learning team deals with on a daily basis. But it is important to not get…Machine Learning3 min readMachine Learning3 min read
