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WISE-HAR: A Generalizable Ensemble Deep Learning Framework for WiFi-Based Human Activity Recognition

Announce Type: new Abstract: Human Activity Recognition (HAR) using WiFi signals has emerged as a transformative technology for smart homes, healthcare monitoring, security systems, and ambient assisted living. Unlike traditional camera-based systems that raise significant privacy concerns and fail in low-light conditions, or wearable sensors that require user compliance, WiFi-based HAR is non-intrusive, privacy-preserving, cost-effective, and works seamlessly in any lighting condition. This...

arXiv CS 7d ago

Magnetic Indoor Localization through CNN Regression and Rotation Invariance

Announce Type: replace Abstract: Indoor positioning is an essential technology for a wide range of applications in GNSS-denied environments, including indoor navigation and IoT systems. Combining convolutional neural networks (CNNs) and magnetic field-based features offers a low-cost, infrastructure-free solution for precise positioning. While magnetic fingerprints are a promising approach for indoor positioning, models trained on raw 3D magnetometer data are highly sensitive to device...

arXiv CS 8d ago

Navy veteran who won CNN defamation case appeals lawsuit against the Associated Press over 'smuggling' claim

The U.S. Navy veteran who successfully sued CNN for defamation earlier this year continued his crusade against the media on Tuesday when appealing his defamation suit against the Associated Press. A panel of three judges on Florida’s First District Court of Appeal heard arguments from both sides after Zachary Young’s defamation lawsuit against the AP was tossed out last year. Young believes he was defamed when AP media reporter David Bauder wrote that "Young’s business helped smuggle people...

Fox News 3h ago

DPU or GPU for Accelerating Neural Networks Inference -- Why not both? Split CNN Inference

Announce Type: replace Abstract: Video and image streaming on edge devices requires low latency. To address this, Neural Networks (NNs) are widely used, and prior work mainly focuses on accelerating them with single hardware units such as Graphics Processing Units (GPUs), Field Programmable Gate Arrays (FPGAs), and Deep Learning Processing Units (DPUs). However, further reductions in latency can be observed by combining these units.

arXiv CS 5d ago

TransLPRNet: Lite Vision-Language Network for Single/Dual-line Chinese License Plate Recognition

arXiv:2507.17335v2 Announce Type: replace Abstract: License plate recognition in open environments is widely applicable across various domains; however, the diversity of license plate types and imaging conditions presents significant challenges. To address the limitations encountered by CNN and CRNN-based approaches in license plate recognition, this paper proposes a unified solution that integrates a lightweight visual encoder with a text decoder, within a pre-training framework tailored...

arXiv CS 9d ago

Donald Trump calls reporter 'crooked or stupid' before storming out of interview

Donald Trump calls reporter 'crooked or stupid' before storming out of interview The President said the journalist must be "crooked or stupid" as he looked visibly frustrated by the line of questioning during NBC's Meet the Press. Donald Trump stormed out of an interview after he was challenged about his claims of election fraud in the California primaries. The US president sid journalist Kristen Welker must be “crooked or stupid” as he became visibly frustrated by questions about election...

Daily Mirror 2d ago

Polymarket and Kalshi Say Influencer Partners Can’t Deny Election Results, Actually

As the United States heads into an especially contentious midterm election season, prediction markets have already run into trouble with the political commentators they pay to promote their platforms. Both Kalshi and Polymarket have asked influencers to take down “paid partnership” tags on social media posts questioning the results of the Los Angeles mayoral election, the platforms confirmed to WIRED. As conservative former reality television star Spencer Pratt fell to third place behind...

Wired 1d ago

A Lightweight Deep Learning-based Model for Ranking Influential Nodes in Complex Networks

Announce Type: cross Abstract: Identifying influential nodes in complex networks is a critical task with a wide range of applications across different domains. However, existing approaches often face trade-offs between accuracy and computational efficiency. To address these challenges, we propose 1D-CGS, a lightweight and effective hybrid model that integrates the speed of one-dimensional convolutional neural networks (1D-CNN) with the topological representation power of GraphSAGE for...

arXiv CS 8d ago

The ‘crooked’ charge against NBC: Why the Donald Trump-Kristen Welker slugfest went off the rails

The headlines say Donald Trump "stormed" out of his interview with NBC’s Kristen Welker. The reality was a little more subtle. It’s easy to second-guess.

Fox News 1d ago

PolSAR Image Classification using a Hybrid Complex-Valued Network (HybridCVNet)

arXiv:2605.31137v1 Announce Type: new Abstract: Recently, convolutional neural networks (CNNs) have become popular for image classification due to their effectiveness in computer vision tasks. Now, researchers are exploring the potential of vision transformers (ViTs) in remote sensing and Earth observation. However, traditional Real-Valued networks often overlook important phase information in Complex-Valued (CV) data like polarimetric synthetic aperture radar (PolSAR) data.

arXiv CS 9d ago