A new hardware-software co-design increases AI energy efficiency and reduces latency, enabling real-time processing of ...
Abstract: Existing edge detectors often depend on large pretrained backbones and still miss delicate, fine-scale contours. We introduce DenseEdgeNet, a compact architecture that performs hierarchical ...
Abstract: This paper presents a 28nm 3D sparse convolution accelerator for voxel-based point cloud neural networks targeting edge perception applications. To efficiently handle the sparsity and ...