Latest Articles for Data Processing

Computation and Language Mamba Models: A New Approach to Text Reranking

Discover how Mamba models are changing the landscape of document retrieval.

Zhichao Xu, Jinghua Yan, Ashim Gupta

2025-02-20T06:31:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition Bridging Text and Images: The Future of Machine Learning

Discover how VPIT helps machines learn to connect text and visuals seamlessly.

Shengbang Tong, David Fan, Jiachen Zhu

2025-02-19T13:40:21+00:00 ― 9 min read

Computation and Language Keyword Extraction: Finding Gold in Text

Learn how keyword extraction streamlines information retrieval.

Matej Martinc, Hanh Thi Hong Tran, Senja Pollak

2025-02-19T02:26:15+00:00 ― 6 min read

Cryptography and Security Enhancing Network Security with Flow Exporters

Learn how flow exporters improve datasets for machine learning in intrusion detection.

Daniela Pinto, João Vitorino, Eva Maia

2025-02-18T20:01:03+00:00 ― 8 min read

Signal Processing Advancements in Signal Processing with LASSO-BR

New algorithms improve signal recovery and data processing efficiency.

Shaik Basheeruddin Shah, Satish Mulleti, Yonina C. Eldar

2025-02-18T18:47:42+00:00 ― 5 min read

Robotics Robots on a Mission: The Energy Challenge in SLAM

Discover how robots balance energy use while mapping their environments.

Zidong Han, Ruibo Jin, Xiaoyang Li

2025-02-18T08:46:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition Improving Image Search: The C-CRF Advantage

Discover how C-CRF enhances image retrieval accuracy.

Jaeyoon Kim, Yoonki Cho, Taeyong Kim

2025-02-18T03:58:03+00:00 ― 8 min read

High Energy Physics - Experiment ALICE Project: Computation Meets Cosmic Collisions

Discover how ALICE at CERN transforms data from particle collisions into insights.

Federico Ronchetti, Valentina Akishina, Edvard Andreassen

2025-02-17T03:36:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Mastering 3D Point Cloud Registration

Learn how to align 3D views for accurate visualizations.

Jiaqi Yang, Chu'ai Zhang, Zhengbao Wang

2025-02-17T03:05:24+00:00 ― 5 min read

Data Structures and Algorithms Tokenisation: Breaking Down Language for Machines

Learn how tokenisation helps computers understand human language.

Philip Whittington, Gregor Bachmann, Tiago Pimentel

2025-02-13T18:02:15+00:00 ― 6 min read

Image and Video Processing Revolutionizing Chips: Adapting to Temperature

New analog neuromorphic chips maintain performance despite temperature changes.

Tommaso Rizzo, Sebastiano Strangio, Alessandro Catania

2025-02-11T19:00:18+00:00 ― 5 min read

Signal Processing Bridging Biology and Technology with SNNs and LDPC Codes

Discover how spiking neural networks and LDPC codes enhance communication systems.

Alexander von Bank, Eike-Manuel Edelmann, Jonathan Mandelbaum

2025-02-11T16:42:10+00:00 ― 6 min read

Computer Vision and Pattern Recognition Visual Information Extraction: Breaking Language Barriers

New model extracts information from images across languages effortlessly.

Huawen Shen, Gengluo Li, Jinwen Zhong

2025-02-11T05:02:51+00:00 ― 5 min read

Emerging Technologies Drones and Mobile Edge Computing: A New Frontier

Discover how drones enhance mobile edge computing for faster data processing.

Bin Li, Xiao Zhu, Junyi Wang

2025-02-10T23:15:54+00:00 ― 7 min read

Optimization and Control Mastering Feature Selection for Data Analysis

Learn about feature selection methods to enhance data analysis efficiency.

Xianchao Xiu, Chenyi Huang, Pan Shang

2025-02-10T11:24:00+00:00 ― 6 min read

Data Structures and Algorithms Counting Bits: The Method Behind the Magic

Learn how positional population count speeds up data processing.

Robert Clausecker, Daniel Lemire, Florian Schintke

2025-02-10T01:45:45+00:00 ― 5 min read

Numerical Analysis The Rise of Memristive Devices in AI Technology

Memristive devices bridge memory and processing, shaping the future of AI.

Dilara Abdel, Maxime Herda, Martin Ziegler

2025-02-10T00:26:34+00:00 ― 6 min read

Performance Speeding Up Data Access with Multi-Striding

Learn how multi-striding optimizes memory access for faster computing.

Miguel O. Blom, Kristian F. D. Rietveld, Rob V. van Nieuwpoort

2025-02-08T19:16:03+00:00 ― 6 min read

Machine Learning Revolutionizing RNNs with Adaptive Loss Function

A new method enhances RNN performance in processing sequences.

Bojian Yin, Federico Corradi

2025-02-08T17:39:45+00:00 ― 6 min read

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