Morning Overview on MSN

Tiny chip optical booster makes light 100x stronger with almost no energy

A tiny optical booster built directly onto a chip is pointing toward a future where light, not just electricity, does the ...
GitHub

Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation

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 ...
IEEE

A Flexible Diffusion Convolution for Graph Neural Networks

Abstract: Graph Neural Networks (GNNs) have been gaining more attention due to their excellent performance in modeling various graph-structured data. However, most of the current GNNs only consider ...
IEEE

Convolution-Augmented Transformers for Enhanced Speaker-Independent Dysarthric Speech Recognition

Abstract: Dysarthria is a motor speech disorder characterized by muscle movement difficulties that complicate verbal communication. It poses significant challenges to Automatic Speech Recognition (ASR ...
GitHub

ESC: Emulating Self-attention with Convolution for Efficient Image Super-Resolution

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 ...