Summary - SGDR

SGDR: STOCHASTIC GRADIENT DESCENT WITH WARM RESTARTS

AI @ Cornell

List of AI Research Projects at Stanford.MIT.CMU

Stanford

Summary - Gradient Descent Finds Global Minimum

Gradient Descent Finds Global Minima of Deep Neural Networks

Summary - Mask RCNN

MASK R-CNNFacebook AI Research (FAIR) Kaiming He Georgia Gkioxari Piotr Dollar Ross Girshick

Interesting projects at Microsoft Research AI

Summary - Google BERT

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova

Deep Learning interview questions.

Difference between Deep Networks vs Shallow Networks ?

Summary - Super Resolution

Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network