reasoning-shortcuts

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.

Pytorch implementation of MixNMatch

Unsupervised Speech Decomposition Via Triple Information Bottleneck

To learn and reason like humans, AI must first learn to factorise interpretable representations of independent data generative factors (preferably in an unsupervised manner!!). What does all this mean? Go through this tutorial to get an overview of disentanglement in the context of unsupervised visual disentangled representation learning.

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

Code for "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

Global Rhythm Style Transfer Without Text Transcriptions

Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)