Latest Articles for Data Processing

A look into prediction methods improving massive MIMO performance.

Mask4D improves object tracking and recognition in dynamic environments using LiDAR data.

Introducing Q-REG, a method optimizing 3D point cloud registration through end-to-end training.

A new model improves image recognition by adapting to transformations uniquely.

Discover how photonic technology enhances image segmentation for critical applications.

Canary improves allreduce performance by adapting to network congestion dynamically.

This article discusses recent methods for verifying matrix multiplication efficiently.

A framework improves LLM performance by integrating tailored toolsets for various tasks.

A new framework improves object detection accuracy in real-world environments.

D-IOD offers a new approach to accurately determine orbits of space objects.

A new framework enhances clarity in information retrieval using language models.

This study explores YOLOv5 for effective document layout detection and data extraction.

Evaluating performance of Transformer models using specialized GAUDI hardware.

This work focuses on enhancing data flow management in data centers.

New engine improves efficiency in 3D point cloud processing with Sparse Convolution.

A novel approach merges state space models with spiking neural networks for better data handling.

New method enhances performance of machine learning with unevenly distributed data.

A look into causal stream transformers and their role in processing information.

A new neural network model improves text recognition across different tasks and domains.

Introducing a new model and dataset for measuring video quality efficiently.

SOAP enhances detection of stationary objects using data from different Lidar sensors.

Research focuses on neural networks' ability to adapt and recognize concepts under uncertainty.

A new architecture enhances processing of event-based visual data efficiently.

A new method enhances the detection of logic bugs in XML processing tools.

Optimizing quantum programs is key to advancing practical quantum computing.

A fresh method improves video quality while reducing resource use.

Transformers enhance path planning and cognitive mapping in complex environments.

A deep dive into dynamic sparse training techniques for efficient machine learning.

A new method for efficient segmentation of large 3D environments.

ModaVerse simplifies how we transform and interpret various types of data.

Directed languages play a crucial role in computer science and language theory.

Introducing an improved method for optimization in machine learning.

This survey discusses making AI models more efficient and sustainable.

This article examines the role of LLMs in self-adaptive systems and their implications.

A method to improve learning across different data types.

GATS merges pretrained models for improved multimodal data processing.

A method to improve efficiency in Mixture of Experts models.

Introducing a scheduler for improved quantum circuit execution and noise management.

A new library improves performance in memory-centric computing systems.

Examining the challenges of image classification and reconstruction in deep learning models.