Masked Auto Encoders: When a Model Learns to See by Looking Away
Hide 75% of an image. Ask the model to imagine the rest. Somehow, that’s how it learns to see.
DilatedConvBlock: When Convolutions Learn to Breathe
If you’ve spent any time reading deep learning papers, you’ve probably seen dilated convolutions casually dropped in like everyone obviously knows what they are.
From Basics to Breakthroughs: The Complete Guide to GhostConvBlock in Deep Learning
Convolutional Neural Networks (CNNs) revolutionised image processing by mimicking how the human brain processes visual data. But as CNNs became deeper and more powerful, they al…
How “Attention Is All You Need” Revolutionised AI (And Changed Everything)
In 2017, Google researchers published a paper that would completely transform artificial intelligence. Instead of processing text word by word, they created a mechanism that cou…
Understanding MB Conv Block: The Building Block Behind Efficient Deep Learning
Learn how a simple idea called the MB Conv Block helps build powerful AI models that can run on your smartphone, smart watch, or even a tiny sensor.
Understanding VQ-VAE — Noob Level
Vector-Quantized Variational Auto Encoders! , looks like the name is very scary. Let’s understand it brick by brick.