Abstract: Processing-in-memory (PIM) provides promising solutions to the main memory bottleneck by placing computational logic in or near memory devices to reduce data movement overheads. Recent work ...

According to "Xception: Deep Learning with Depthwise Separable Convolutions", the 1 x 1 pointwise convolution should be performed before the depthwise convolution. But it seems the order is reversed ...

Abstract: We proposed a modified architecture to reduce the computation of the ESPCN network for super-resolution generation. Based on the deep separable convolution concept, the ESPCN-based network ...

I'm experiencing incorrect DirectML 1.12.0 operator results in C++ when not using the DirectX12 GPU Based Validation. I have the same issue with older versions (e.g. DirectML 1.11.0, 1.10.0 and 1.5.0) ...

Jake Owen's song, "1x1," is about a bachelor-turned-husband-and-father -- and it's all because of one person who changed his life. Suddenly, his world is filled with irreplaceable treasures. Owen ...