Latest Articles for Data Processing

A new method for capturing images inspired by human vision.

New method enhances object detection in autonomous vehicles through cooperative perception.

A new framework improves video and text pairing for better machine learning.

Improving activity recognition through local learning and new sensor technologies.

An overview of complexities in labeling legal documents and their implications.

OmChat excels in processing extensive texts and visual data effectively.

Combining sound and images for smarter recognition systems.

ARMT improves AI's memory and processing of long sequences.

A new method improves recognition of point cloud data for autonomous vehicles.

This article outlines a new approach using Test-Time Training for enhancing RNN performance.

A new method enhances object tracking by efficiently managing memory.

A new method improves image and video processing efficiency.

New framework improves efficiency of Vision Transformers while maintaining accuracy.

New architecture improves efficiency and reduces errors in quantum computations.

ElasticAST allows processing of variable length audio efficiently without losing important details.

This paper presents a technique to tackle communication delays in neural networks.

LoRA improves performance of large language models while saving resources.

A new method enhances robotic vision by adapting to various image problems.

A novel system improves sound detection and distance estimation.

Introducing a hybrid memory approach for improved AI performance.

SuperFlow enhances 3D perception models using LiDAR and camera data for autonomous driving.

SPOGA accelerates deep neural networks with improved speed and energy efficiency.

This paper presents a method for processing radio telescope data efficiently.

A look into enhancing FPGA use in DNN applications with new techniques.

Introducing QRFs for clearer 3D reconstructions in challenging environments.

New inference system improves speed and efficiency of on-device LLMs.

A new method enhances the performance of LLMs on CPUs for broader access.

A method fine-tuning language models to meet specific business tasks.

CTSLAM enhances robotic localization and mapping using flexible data integration.

A new merging algorithm improves 3D instance segmentation accuracy significantly.

Examining the impact of periodic activation functions on learning efficiency and generalization.

A formal approach to ensure reliability in stateful dataflow systems like Apache Flink.

One-Class SVMs streamline exoplanet detection through efficient data processing.

Innovative method improves clarity in music scores for piano performance.

CEIA framework enhances understanding between event data and images.

A new method to enhance memory efficiency in language models.

Innovative filtering system enhances Twitter updates for user engagement.

Examining the difficulties models face with long sequences in various applications.

OV-DINO improves object detection by recognizing names not seen in training.

A look at key data pipeline tools and their roles in data engineering.