Latest Articles for Data Processing

ATHEENA simplifies Early-Exit networks implementation on FPGA, improving performance and efficiency.

FADES improves deep learning calculations with dynamic precision for efficient performance.

A new architecture improves data processing efficiency using chiplets.

DNN partitioning improves processing in smart devices and enhances overall performance.

VMA system enhances efficiency in generating high-definition maps for autonomous vehicles.

A deep dive into the use of ad hoc parsers in Python projects.

Learn how transformers process data and their impact on various tasks.

Researchers explore using water waves for improved computing efficiency.

GPT-NER enhances entity recognition performance using large language models effectively.

A new method enhances action recognition in video analysis.

New algorithms enhance semisorting efficiency and flexibility for data processing tasks.

A look into the complexities of rational relations in computer science.

New algorithms optimize sorting for string data in various applications.

An overview of neural networks, their structure, and how they learn from data.

Pipeline MoE improves efficiency in large language models with reduced communication needs.

A new method boosts efficiency and accuracy in LiDAR segmentation.

FUNQUE framework enhances video quality measurement, ensuring a better viewing experience.

ReRAM shows promise in improving neural network performance and efficiency.

GDEQ improves training efficiency of deep equilibrium models in machine learning.

This method provides consistent normal orientations for point clouds using winding numbers.

A new method improves drone data processing for accurate 3D mapping.

Discover the benefits of Hyperdimensional Computing and its HDC Compiler for efficient tasks.

A look at new methods improving audio captioning for better accessibility.

A new memory system combines RAM and ROM for enhanced performance in devices.

A new algorithm improves task management for edge devices in machine learning.

Researchers enhance 21-cm signal detection using a deep learning model.

Structured pruning enhances pretrained models for various tasks with lower computational needs.

LAST offers a flexible and efficient approach to building speech recognition systems.

A new method enhances speaker verification systems for overlapping voices.

New methods improve matching efficiency in dynamic graphs for real-time applications.

New framework enhances robotic manipulation through better object relationship detection.

A look into quantum phase estimation and its significance in computing.

A new model enhances image and text understanding with external knowledge.

A new method enhances machine learning from visual data.

A novel approach enhances large language models to process text and images together.

New methods leverage quantum systems for faster string matching.

A new method enhances memory use for neural networks on resource-limited devices.

Workshop discusses AI's role in predicting environmental changes.

A method for gathering family history from historical documents in Quebec.

New approach improves plane extraction efficiency for LiDAR applications in robotics.