IEEE

Quantized Trainable Compressed Sensing for MIMO CSI Feedback

Abstract: Low-complexity CSI compression and feedback methods are essential for mobile communication systems, especially for resource-limited UEs. In this paper, a deep learning (DL)-based quantized ...
Scientific Research Publishing

Geo-Refined Point Transformer: Coordinate-Aware Excitation and Positional Upsampling for 3D Scene Segmentation ()

The proposed Coordinate-Aware Feature Excitation (CAFE) module and Position-Aware Upsampling (Pos-Up) module both adhere to ...
IEEE

Globally Deformable Information Selection Transformer for Underwater Image Enhancement

Abstract: In the rapidly evolving image processing domain, transformers have emerged as powerful tools, yet significant challenges are encountered when they are applied to underwater image enhancement ...

China's Z.ai claims it trained a model using only Huawei hardware

Chinese outfit Zhipu AI claims it trained a new model entirely using Huawei hardware, and that it’s the first company to ...
GitHub

GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.

GCA-ROM requires pytorch, pyg, matplotlib, scipy and h5py. They can be easily installed via pip or conda. In the notebook folder, one can find the *.ipynb files ...
GitHub

ESP Exception Decoder helps you understand crash stack traces and backtraces from ESP8266 and ESP32 boards.

Arduino IDE 2.2.x support is deprecated. Starting with version 2.x, ESP Exception Decoder targets Visual Studio Code and requires BoardLab. Arduino IDE 2.2.x users ...
Fathom

BMW Reverse Camera Decoder Module – Plug & Play Integration for BMW iDrive Systems

Upgrade your BMW with a reverse camera decoder module that allows a rear-view image to display on your OEM iDrive screen. Perfect for vehicles without a factory-fitted reverse camera, this module ...