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Super-resolution techniques can significantly enhance image quality but may compromise defect detection, with advanced models performing worse than simpler methods in real-world applications.
Fusing gather, GEMM, and scatter operations in a single CUDA kernel slashes SIMP topology optimization runtime by up to 7.3x, proving that optimized kernel fusion can still yield massive gains even in memory-bound scientific computing.
