Semiconductor Engineering

Can A Computer Science Student Be Taught To Design Hardware?

To fill the talent gap, CS majors could be taught to design hardware, and the EE curriculum could be adapted or even shortened.
GitHub

OmniBal: Towards Fast Instruction-Tuning for Vision-Language Models via Omniverse Computation Balance

Yongqiang Yao*, Jingru Tan*, Feizhao Zhang*, Jiahao Hu, Yazhe Niu, Xin Jin, Bo Li, Pengfei Liu, Ruihao Gong📧, Dahua Lin, Ningyi Xu📧 (* denotes equal contribution, 📧 denotes corresponding author.) ...
IEEE

Deep Learning and Computer Vision Techniques for Enhanced Quality Control in Manufacturing Processes

Abstract: Ensuring product quality and integrity is paramount in the rapidly evolving landscape of industrial manufacturing. Although effective to a certain degree, traditional quality control methods ...
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

Federated Learning in Computer Vision

Abstract: Federated Learning (FL) has recently emerged as a novel machine learning paradigm allowing to preserve privacy and to account for the distributed nature of the learning process in many ...