deep learning

AI Papers to Read in 2025

with my series of AI paper recommendations. My long-term followers might recall the 4 previous editions (, , , and ). I’ve been away from writing for quite a while, and I couldn’t...

We Didn’t Invent Attention — We Just Rediscovered It

, someone claims they’ve invented a revolutionary AI architecture. But if you see the identical mathematical pattern — selective amplification + normalization — emerge independently from gradient descent, evolution, and chemical reactions, you realize...

MobileNetV3 Paper Walkthrough: The Tiny Giant Getting Even Smarter

Welcome back to the Tiny Giant series — a series where I share what I learned about MobileNet architectures. Up to now two articles I covered MobileNetV1 and MobileNetV2. Take a look at references ...

Deep Reinforcement Learning: 0 to 100

the way you’d teach a robot to land a drone without programming each move? That’s exactly what I got down to explore. I spent weeks constructing a game where a virtual drone has...

When Transformers Sing: Adapting SpectralKD for Text-Based Knowledge Distillation

While working on my Knowledge Distillation problem for intent classification, I faced a puzzling roadblock. My setup involved a teacher model, which is RoBERTa-large (finetuned on my intent classification), and a student model, which...

Dreaming in Blocks — MineWorld, the Minecraft World Model

games growing up was definitely Minecraft. To this present day, I still remember meeting up with a few friends after school and determining what recent, odd red-stone contraption we might construct next. That’s...

AI maps how a brand new antibiotic targets gut bacteria

For patients with inflammatory bowel disease, antibiotics is usually a double-edged sword....

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