- DARTS: Differentiable Architecture Search -- our algorithm excels in discovering high-performance convolutional architectures for image classification and recurrent architectures for language modeling, while being orders of magnitude faster than state-of-the-art non-differentiable techniques. And runs on a single GPU. Open source.
- The Spiral Language -- a functional language designed for GPUs by emphasizing inlining (GPUs don't have great stacks, so compilers have to handle subroutines carefully and differently than traditional architectures). Inlining is a trade-off that expresses the exchange of memory for computation. It should be the default instead of heap allocating.
- DCASE: Detection and Classification of Acoustic Scenes and Events -- workshops and a community for the researchers working on making sense of audio.
Cybersecurity: Data, Statistics, and Glossaries (FAS) -- This report describes data and statistics from government, industry, and information technology (IT) security firms regarding the current state of Continue reading "Four short links: 20 July 2018"
Convolutional Architectures, GPU Language, Acoustic Scenes, and Cybersecurity Numbers