Apr 29, 2019
Fun of Dissecting Paper
This post will provide a brief introduction to meta-learning. We will be looking at various papers in the topic of Learning to learn aka Meta-Learning.
Apr 13, 2019
Power of GAN
This post will provide a brief introduction of GANs. We will go into different types of GANs in domains of Image, Speech, Text and Video. We discuss the good and bad about GANs on each of these domain. On plus side about GANs, a lot many cool results to see.
Mar 4, 2019
Mystery of Adversarial Learning
This post will provide a brief introduction to adversarial machine learning where we introduce to different attacks and defense methods and give the examples of real-world scenarios.
Feb 22, 2019
Power of Transfer Learning in NLP
This post will provide a brief introduction to various approaches like CoVe, ELMo, BERT, GPT and GPT-2 and also, compare the results of these approaches with traditional recurrent model like LSTM and GRU.