Dismantling Disentanglement in VAEs

Over the years neuroscience has inspired many quantum leaps in Artificial Intelligence. One such remarkable development inspired by the visual ventral system of the brain is Disentangled Variational Autoencoders.

Adversarial Attacks on Aligned Language Models

I decided to ask a certain popular language model how to build an explosive, from everday items (for no particular reason), but it didn’t give me a plausible answer. What is happening here?

Password Cracking

On hearing the term “password-cracking,” many will think this post will be about how to guess someone’s password or somewhat similar, but the reality is not always so satisfying.

Riding the Noisy Research Track

It’s pretty common to get fascinated by the idea of research. But sometimes we lose intrest midway through it. Ride this noisy track with one of our undergrad reasercher !

What doing research as an undergrad can teach you.

What is research but a blind date with knowledge ? Explore more about researching as an undergrad with our senpai deku!

Optimizer: diving deep into Neural Networks

Waiting for the neural network to train is always annoying, make sure you use the right optimizers !

Metric Learning: It’s all about the Distance (Medium)

Going deeper and deeper works, but only when we know what exactly to learn. Let’s make sure we learn the right thing.

The Curse of Dimensionality (Medium)

Some say breaking this curse is as herculian of a task as breaking the Curse of Medusa. Well, who are we to judge…

Principal Component Analysis (Medium)

Too many dimensions can be bad for your model’s health. Here comes PCA to the rescue.