Latest Articles for Data Processing

Light systems offer fast data processing with low energy needs, transforming computing.

New techniques improve large language model performance and efficiency.

Macformer improves efficiency in processing long sequences using advanced attention techniques.

A new method improves 3D scene clarity during rain.

Exploring the impact of transformer models in radiology report creation.

Combining quantum and classical approaches to improve communication systems and beamforming.

A new system enhances performance for resource-heavy language models.

A new method to speed up BERT-like models for online applications.

A new method enhances 3D point cloud registration using Universal Manifold Embedding.

A new method detects unexpected obstacles without extensive training for safer autonomous driving.

A new method simplifies program creation through clearer learning tasks.

New training methods enhance optical neural networks' efficiency in data analysis.

SparseGPT improves the speed and efficiency of large language models through parameter pruning.

A study on improving parameter estimation in quantum systems using advanced techniques.

New methods enhance action detection in videos through innovative training techniques.

A look at micro-batch clipping and its benefits for model training.

Exploring how large language models learn from examples in various contexts.

A fresh method reduces neural network size while preserving performance.

ConVis aims to minimize inaccuracies in multimodal large language models.

A novel approach enhances object detection in 3D point clouds for self-driving cars.

New datasets and models improve LiDAR data quality in bad weather.

This study focuses on efficient request placement in edge computing for energy savings.

A new method enhances efficiency in large language models using activation sparsity.

LIMO optimizes task allocation in fog computing for mobile users.

A new system corrects speaker identification errors for clearer conversation transcripts.

New algorithms combine quantum computing and classical methods to speed up calculations.

Shared-PIM improves memory efficiency and speed for computing tasks.

MRSE enhances online shopping by integrating text and image data for better search results.

New techniques reduce energy use in deep learning while maintaining accuracy.

Intel's Loihi-2 chip enhances sensor fusion with speed and efficiency.

A new method enhances data address translation for better system efficiency.

SITransformer improves how we summarize information from videos and text.

Kangaroo improves video analysis by integrating visuals, sounds, and text effectively.

FPDT offers a solution for training long-context LLMs more efficiently.

A new method improves grammar inference for programming languages with better accuracy and readability.

New tools enhance efficiency in genomic data indexing and searching.

Combining Tsetlin machines and hyperdimensional vectors for efficient data handling.

TINA makes signal processing easier on neural network hardware.

Drones enhance search and rescue operations by locating individuals efficiently.

Exploring the relationship between transformers and splines in AI.