IEEE

Multiclass Support Vector Data Description With Dynamic Time Warping Kernel for Monitoring Fires in Diverse Nonfire Environments

Abstract: On a global scale, fire disasters present a serious risk to human well-being and the natural surroundings and infrastructure. Traditional fire detection methods encounter a challenge of data ...
ExtremeTech

Nvidia's DLSS 5 Uses Only Frame Data and Motion Vectors for Visual Overhaul

Nvidia "GeForce Evangelist" Jacob Freeman spoke with YouTuber Daniel Owen late last week about the company's new DLSS 5 technology. He explained a little more about how the tech works, its limitations ...
GitHub

Forced alignment for multilingual data

- The APIs described in this tutorial are deprecated in 2.8 and will be removed in 2.9. - The decoding and encoding capabilities of PyTorch for both audio and video ...
Yahoo Finance

KIOXIA Achieves 4.8 Billion High-Dimensional Vector Search Database on a Single Server, with 7.8x Index Build Time Acceleration via GPUs

AI applications may now rely on larger volumes of vectorized information reaching tens of billions of vectors and beyond, stored on SSDs, while DRAM alone becomes impractical even at a billion scale.
IEEE

Bauhaus: Restructuring Vector Database for LLM Retrieval on CXL-Based Tiered Memory

Abstract: Retrieval-augmented generation pipelines store large volumes of embedding vectors in vector databases for semantic search. In Compute Express Link (CXL)-based tiered memory systems, ...