#deep learning
Deep Learning: 26 AI articles covering deep learning news, analysis, and research
Articles
Profiling TorchNeuron (Part 1): System-Level Profiling on AWS Trainium⭐8
Discover system-level profiling for TorchNeuron on AWS Trainium: tools, techniques, and best practices to identify bottlenecks and optimize ML workload performa...
How Neural Networks Work: Why Straight Lines Aren't Enough⭐8
Discover why neural networks need non-linearity to model complex data. Learn how ReLU, sigmoid functions, and piecewise linear curves capture real-world pattern...
WindBorne Lands Up to $49M US Air Force Contract for Its AI⭐9
WindBorne Systems secured a US Air Force contract worth up to $49M to supply AI-powered weather balloon data, marking its largest deal yet.
Yandex Unveils Sona: A Single Generative Recommender That⭐9
Yandex's Sona generative recommender replaces the entire recommendation cascade with one transformer, unifying candidate generation and ranking in a live smart ...
Don't Be Fooled—LLMs Don't Reason⭐10
LLMs like GPT predict the next token—they don't reason. Explore why today's AI lacks the deliberate, search-based inference that made AlphaGo possible.
How to Turn a RECIST Line into a 3D Tumor Segmentation Mask⭐10
Learn how Lumina converts a single RECIST line from a CT scan into a full 3D tumor segmentation mask, covering design decisions, data prep, and implementation.
Hands-On Evolution of Deep Learning: Geoffrey Hinton's AI Legacy⭐8
Explore Geoffrey Hinton's AI legacy in this 27-hour freeCodeCamp course, recreating deep learning breakthroughs like AlexNet, Dropout, and t-SNE in PyTorch.
Inside NVIDIA's cuDNN Graph API: Fusion, Autotuning, and Plan⭐9
Explore NVIDIA's cuDNN Graph API with the Frontend: fusion, autotuning, FP8 epilogues, attention, plan reuse, serialization, and CUDA graph capture on Colab.
Architectural vs. Regularization Enhancements in Deep Learning⭐9
Ablation study shows regularization losses drive 21% accuracy gains and 99% fewer deformations in deep learning MRI registration, with affine stages adding mode...
FVeinSyn: Synthetic Finger Vein Image Generator⭐8
FVeinSyn generates 500,000 synthetic finger vein images, boosting recognition accuracy by 27.43% across eight public datasets.