Abstract: This paper studies signal prediction in settings where the target signal is not a continuation of an observed history but must be inferred from other simultaneously measured signals. We ...
Abstract: This paper introduces an enhanced U-Net network designed to extract fine crack features against complex backgrounds and balance crack pixel categories for bridge crack segmentation.
Worst case improvement: Bright/colourful images improved from 17-18 dB (baseline) to 23+ dB through targeted preprocessing augmentation — a +6 dB gain on previously failing cases.
Triton is a language and compiler for writing highly efficient custom deep-learning primitives. Not officially supported on Windows, but a fork provides pre-built wheels. 3.6.x RTX 50xx (Blackwell), ...
A malicious version of the PyTorch Lightning package published on the Python Package Index (PyPI) delivers a credential-stealing payload targeting browsers, environment files, and cloud services. The ...
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