Dimensionality reduction techniques like PCA work wonderfully when datasets are linearly separable—but they break down the moment nonlinear patterns appear. That’s exactly what happens with datasets ...

Visual Attention Networks (VANs) leveraging Large Kernel Attention (LKA) have demonstrated remarkable performance in diverse computer vision tasks, often outperforming Vision Transformers (ViTs) in ...

Abstract: With the growing demand for artificial intelligence (AI) and the Internet of Things (IoT), there is an increasing need for smart vision sensors and cameras with energy-efficient computing ...

ABSTRACT: Rainfall-induced landslides threaten mountainous regions globally, yet existing models face challenges in real-time, large-scale prediction due to dependency on post-event data. This study ...

Chris Hemsworth recently gave a positive update on how Extraction 3 is coming along and when it might be released. Netflix’s action thriller feature Extraction came out in 2020, and despite the mixed ...

The city of Wells started its annual Wells Kernel Days on Tuesday with events culminating Friday and Saturday before wrapping up on Sunday. Throughout the week there will be music, park activities, ...

Sparse tensor operations are increasingly important in diverse applications such as social networks, deep learning, diagnosis, crime, and review analysis. However, a major obstacle in sparse tensor ...

Do you have ACL Group convolution kernel for NEON backend ? Can you help with the user kernel inclusion incase to be followed. Existing Convolution 2d num_groups is declared as not used.

@inproceedings{xu2021paconv, title={PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds}, author={Xu, Mutian and Ding, Runyu and Zhao, Hengshuang and Qi, Xiaojuan}, ...