Latest Articles for Data Processing

Machine Learning Shrinking Giants: Efficiency in Language Models

Researchers refine large language models for better efficiency and task focus.

Jorge García-Carrasco, Alejandro Maté, Juan Trujillo

2025-02-07T20:47:51+00:00 ― 7 min read

Artificial Intelligence OpenRFT: Advancing AI Reasoning Models

OpenRFT enhances AI reasoning through innovative fine-tuning techniques.

Yuxiang Zhang, Yuqi Yang, Jiangming Shu

2025-02-06T16:42:36+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Balancing Workloads: Smart Device Inference

Learn how to optimize deep learning tasks across devices effectively.

Divya Jyoti Bajpai, Manjesh Kumar Hanawal

2025-02-05T06:12:09+00:00 ― 5 min read

Algebraic Topology The Art of Neural Networks in Computing

Neural networks learn from data, transforming how computers make decisions.

Robyn Brooks, Marissa Masden

2025-02-05T00:52:10+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Person Search with DSCA Framework

New DSCA framework improves person search accuracy and efficiency using innovative techniques.

Linfeng Qi, Huibing Wang, Jiqing Zhang

2025-02-04T13:21:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Racing into the Future: Parallel Perception Network

Learn how PPN is changing autonomous car racing through real-time scene understanding.

Suwesh Prasad Sah

2025-02-02T05:58:39+00:00 ― 8 min read

Machine Learning Revolutionary Approach to Deep Learning Training

Gradient Agreement Filtering improves efficiency and accuracy in model training.

Francois Chaubard, Duncan Eddy, Mykel J. Kochenderfer

2025-02-01T14:43:48+00:00 ― 7 min read

Machine Learning The Future of AI: Tensor Attention Explained

Discover how tensor attention transforms AI language processing.

Xiaoyu Li, Yingyu Liang, Zhenmei Shi

2025-02-01T10:43:03+00:00 ― 7 min read

Machine Learning The Simplicity of Deep Diagonal Linear Networks

Discover the potential of straightforward neural networks in machine learning.

Hippolyte Labarrière, Cesare Molinari, Lorenzo Rosasco

2025-02-01T02:57:39+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Point Clouds with HyperCD

Revolutionizing point cloud completion using Hyperbolic Chamfer Distance.

Fangzhou Lin, Songlin Hou, Haotian Liu

2025-01-31T18:40:03+00:00 ― 8 min read

Instrumentation and Methods for Astrophysics Demoiselle OBC: A Game Changer for CubeSats

This innovative computer enhances CubeSat missions in challenging environments.

Victor O. Costa, Mauren D'Ávila, Douglas Arena

2025-01-30T08:05:42+00:00 ― 6 min read

Sound Audio-Language Models: A New Frontier

Discover how audio-language models are changing sound recognition technology.

Gongyu Chen, Haomin Zhang, Chaofan Ding

2025-01-27T23:41:06+00:00 ― 6 min read

Networking and Internet Architecture RAG and GenSemCom: The Future of Smart Communication

Combining RAG and GenSemCom for efficient information exchange.

Shunpu Tang, Ruichen Zhang, Yuxuan Yan

2025-01-25T11:48:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition KALAHash: Smart Image Retrieval with Less Data

KALAHash improves image search efficiency with minimal training data.

Shu Zhao, Tan Yu, Xiaoshuai Hao

2025-01-25T03:46:21+00:00 ― 7 min read

Programming Languages Mastering Packet Processing: A Guide

An in-depth look at the essentials of packet processing and verification.

Shengyi Wang, Mengying Pan, Andrew W. Appel

2025-01-23T11:38:51+00:00 ― 7 min read

Hardware Architecture DRAM-PIM: A New Way to Process Data

Discover how DRAM-PIM and IMTP are changing data processing for faster computing.

Yongwon Shin, Dookyung Kang, Hyojin Sung

2025-01-22T18:47:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Computer Vision with Small Kernels

Small kernels boost efficiency in computer vision while saving resources.

Mingshu Zhao, Yi Luo, Yong Ouyang

2025-01-22T17:59:33+00:00 ― 7 min read

Machine Learning Smarter Communication: Beyond Data Exchange

A look into goal-oriented semantic communications and their impact on efficiency.

Jary Pomponi, Mattia Merluzzi, Alessio Devoto

2025-01-22T14:46:57+00:00 ― 7 min read

Machine Learning Deep ReLU Networks: The Key to AI Learning

Discover how deep ReLU networks learn and why injectivity matters.

Mihailo Stojnic

2025-01-22T08:59:13+00:00 ― 7 min read

Performance Streamlining Loops for Better Performance

This study presents techniques to improve loop performance in programming.

Lukas Trümper, Philipp Schaad, Berke Ates

2025-01-21T12:18:00+00:00 ― 6 min read

Quantum Physics Automating Quantum Programming: A New Approach

This report discusses a method to improve quantum programming efficiency using auxiliary qubits.

Evandro C. R. Rosa, Jerusa Marchi, Eduardo I. Duzzioni

2025-01-20T01:18:02+00:00 ― 6 min read

Statistical Mechanics Controlling Chaos: The Science of Spatiotemporal Behavior

Learn how chaos in systems can be managed through stochastic resetting.

Camille Aron, Manas Kulkarni

2025-01-19T04:36:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Video Insights: LINK Method

LINK method improves understanding of videos by syncing audio and visuals effectively.

Langyu Wang, Bingke Zhu, Yingying Chen

2025-01-18T02:26:42+00:00 ― 4 min read