Abstract: Convolution is fundamental in digital signal processing across many applications. Existing works enable N-point linear convolution via N-point right-angle circular convolution (RCC) based on ...
Abstract: Medical anatomy segmentation is essential for computer-aided diagnosis and lesion localization in medical images. For example, segmenting individual ribs benefits localizing the lung lesions ...
LiDAR point cloud semantic segmentation enables the robots to obtain fine-grained semantic information of the surrounding environment. Recently, many works project the point cloud onto the 2D image ...
Tesla has found a way to squeeze more life out of its aging Hardware 3 computer, patenting a “clever math trick” that effectively boosts the chip’s performance without swapping silicon. The move may ...
Ananyo Bhattacharya is chief science writer at the London Institute for Mathematical Sciences and is the author of The Man from the Future (2021). In the weeks leading up to September 1891, ...
In this paper, we tackle the high computational overhead of transformers for lightweight image super-resolution. (SR). Motivated by the observations of self-attention's inter-layer repetition, we ...