Abstract: Medical image segmentation is crucial for diagnosis and treatment planning. While recent advancements in deep learning, particularly UNet variants, have improved segmentation performance, ...

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), ...

Abstract: Existing U-Net-based unsupervised deformable registration methods often fall short in accuracy due to their limited capacity to capture global features, which are essential for precise ...

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The so-called surface web is accessible to all of us and is less interesting. No wonder you came here asking how to access the dark web. We know what you’re thinking, or some of you. Use Tor to visit ...