iamshnik
Projects Blog Resume

    Graph-structured representations for VQA

    GNN VQA Paper Explanation

    Explanation of the ICCV 2017 paper, Graph-structured representations for VQA

    22 September 2020

    Attention! An Other Perspective [Part 5]

    Graph Attention Networks Graph Convolution Networks Attention Machine Learning

    Explanation of Graph Attention Networks with brief introduction to GCNs

    04 September 2020

    Attention! An Other Perspective [Part 4]

    Multi-Head Attention Self-Attention Attention

    Explanation of Multi-Head attention networks

    20 August 2020

    Attention! An Other Perspective [Part 3]

    Soft Attention Hard Attention Attention Machine Learning

    An brief explanation of soft and hard attention mechanisms in machine learning.

    31 July 2020

    Attention! An Other Perspective [Part 2]

    Self Attention Cross Attention Attention Machine Learning

    An explanation of self and cross attention mechanisms with examples in different settings.

    25 July 2020

    Attention! An Other Perspective [Part 1]

    Dot Product Attention Additive Attention Attention Machine Learning

    An intuitive as well as mathematical explanation of attention mechanisms in machine learning.

    15 July 2020

    Setting Up Useful Applications for Ubuntu

    Ubuntu Vim Kitty Fusuma Slack Bash

    A small guide to setting up some useful applications on ubuntu.

    10 July 2020