deep learning

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....

Preparing Video Data for Deep Learning: Introducing Vid Prepper

to preparing videos for machine learning/deep learning. As a consequence of the scale and computational cost of video data, it's vital that it's processed in as efficient a way possible to your use...

An Interactive Guide to 4 Fundamental Computer Vision Tasks Using Transformers

and Vision Model? Computer Vision is a subdomain in artificial intelligence with a big selection of applications specializing in image processing and understanding. Traditionally addressed through Convolutional Neural Networks (CNNs), this field has been...

Constructing a Unified Intent Recognition Engine

systems, understanding user intent is key especially in the client service domain where I operate. Yet across enterprise teams, intent recognition often happens in silos, each team constructing bespoke pipelines for various products,...

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