Google Patents a Learnable Sparsity Mask Technique for Efficient ML Models
Most AI models carry a lot of dead weight — literally. Google's new patent describes a way to teach a model, during…
121 filings · category
AI training & infrastructure patents
The unglamorous machinery underneath: training methods, inference speedups, model compression, and the scheduling tricks that make AI affordable to run.
Recent filings
121 total
Google Patents ML System That Packs More Workloads Onto Fewer Servers
What if your servers could safely host more workloads than they're technically 'supposed' to handle? Google is patenting a machine learning system…
Microsoft Patents an AI Pipeline That Generates New Molecules From Chemical Neighbors
Instead of asking an AI to invent molecules from scratch, Microsoft's new patent describes a smarter approach: find the chemical neighbors of…
Nvidia Patents a Multi-Teacher Knowledge Distillation System Using LoRA Towers
Training a small AI model to match the performance of a large one is notoriously hard — especially when you want it…
Nvidia Patents AI Models That Watch and Control Interactive Applications
Nvidia is building AI models that don't just see what's happening on screen — they predict what to do next. This patent…
Google Patents a Teacher-Student Framework for Training Smaller AI Models
This Google patent, co-invented by Geoffrey Hinton and Oriol Vinyals, covers one of the most influential ideas in modern AI: knowledge distillation…
Google Patents a Two-Model System for Smarter AI Training Data Selection
Training a good AI model is only as good as the data you feed it — and most companies are drowning in…
Google Patents a Teacher-Student Framework for Shrinking AI Models
What if you could take a massive, expensive AI model and compress its knowledge into a tiny one that runs cheaply on…
Google Patents the 'Teacher-Student' AI Training Method Behind Model Compression
Three of the biggest names in deep learning — Hinton, Dean, and Vinyals — are on a Google patent for knowledge distillation,…
Microsoft Patents a Split Neural Network System That Runs Across Device and Cloud
What if your phone only had to do part of the AI thinking, and the cloud quietly filled in the gaps? That's…
Nvidia Patents a Smarter Batching Method for Graph Neural Network Training
Training graph neural networks is notoriously wasteful — most batching methods ignore the graph's own structure, so each training step spends half…
Nvidia Patents a System That Amplifies Robot Training Data 100x Automatically
Teaching a robot to do something useful requires enormous amounts of demonstration data — and collecting that data by hand is slow,…
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