IEEE

Low-Power Multiplier-Less VLSI Design and Implementation of Linear Convolution Using Vedic ...

Abstract: We present in this paper on how we can replace the multipliers with basic operations like shifting and addition in the linear convolution method considering ease of implementation, making it ...
GitHub

The Linear Attention Resurrection in Vision Transformer

All models use multi-GPU setting with a total batch size of 4096 on ImageNet-1k and 1024 on ImageNet-22k. Training from scratch on ImageNet-1k. python -m torch.distributed.launch --nproc_per_node=8 ...
IEEE

Graph Linear Convolution Pooling for Learning in Incomplete High-Dimensional Data

Abstract: High-dimensional and incomplete (HDI) data are frequently encountered in diverse real-world applications involving complex interactions among numerous nodes. Approaches based on latent ...
Frontiers

Frequency-aligned loss and spectral filtering improve long-range influenza forecasting

1 Department of Rehabilitation, West China Hospital Sichuan University Jintang Hospital, Jintang First People's Hospital, Chengdu, China 2 Jilin Institute of Physical ...