A developer's analysis of the aiappdex.com model catalog highlights three non-text AI models seeing heavy production use: Amazon's Chronos-2 for zero-shot time-series forecasting (25.7M downloads), Op…
Researchers at an undisclosed institution found that undervolting GPUs during CNN training improves adversarial robustness while cutting energy use. In tests on MNIST and CIFAR-10 with LeNet, VGG-6, a…
Researchers developed an automated pipeline to explore heterogeneous 4-expert mixture-of-experts architectures, generating 4,463 candidate models over 28 days. The search was biased toward the AirNet …
Researchers propose using Stable Diffusion to generate synthetic indoor scenes for data augmentation, improving indoor scene recognition models. Experiments on the MIT Indoor Scene dataset show enhanc…
A team of CV engineers deploying a pedestrian detector on a Cortex-A53 board enabled Winograd convolution for a speedup but lost 2.1 mAP due to fp16 overflow in the F(4,3) transform, with small object…