Latest Articles for Data Processing

Multimedia Cracking the AVQA Code: New Method Revealed

A new approach enhances audio-visual question answering accuracy and efficiency.

Zhangbin Li, Jinxing Zhou, Jing Zhang

2025-03-08T02:54:36+00:00 ― 6 min read

Computation and Language RIRO: A Game-Changer for Language Models

Discover how RIRO improves language models' performance with limited data.

Ali Hamdi, Hozaifa Kassab, Mohamed Bahaa

2025-03-07T18:04:57+00:00 ― 7 min read

Machine Learning FTC-GNN: Speeding Up Graph Neural Networks

FTC-GNN revolutionizes GNN performance through efficient core integration.

Ka Wai Wu

2025-03-07T14:52:21+00:00 ― 8 min read

Instrumentation and Methods for Astrophysics Transforming Radio Astronomy with Stimela2 Framework

Stimela2 simplifies radio astronomy data processing for researchers worldwide.

Oleg M. Smirnov, Sphesihle Makhathini, Jonathan S. Kenyon

2025-03-06T04:00:42+00:00 ― 7 min read

Instrumentation and Methods for Astrophysics Tackling the Challenges of Radio Interferometer Calibration

New software improves data processing for radio telescopes.

Jonathan S. Kenyon, Simon J. Perkins, Hertzog L. Bester

2025-03-06T01:37:24+00:00 ― 6 min read

Quantum Physics Quantum Reservoirs: The Future of Data Processing

Discover how quantum reservoirs revolutionize data handling in machine learning and beyond.

Alexander Yosifov, Aditya Iyer, Vlatko Vedral

2025-03-05T16:51:58+00:00 ― 6 min read

Medical Physics Inside the World of CT Scanning

Discover the technology that sees inside without cutting.

Ander Biguri, Tomoyuki Sadakane, Reuben Lindroos

2025-03-04T21:45:34+00:00 ― 7 min read

Databases Mastering Database Transactions: Ensuring Accuracy in Data Management

Learn how to manage database transactions for accurate and reliable data.

Jinghan Zeng, Eugene Wu, Sanjay Krishnan

2025-03-04T21:04:03+00:00 ― 8 min read

Quantum Physics Quantum Tomography Meets Reservoir Computing

New techniques enhance quantum state reconstruction and information processing.

Tanjung Krisnanda, Pengtao Song, Adrian Copetudo

2025-03-04T15:23:26+00:00 ― 7 min read

Artificial Intelligence The Debate in Knowledge Representation

Exploring how AI stores and uses knowledge for decision-making.

Heng Zhang, Guifei Jiang, Donghui Quan

2025-03-02T08:52:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition HiGDA: A New Way for Machines to Learn

Discover how HiGDA helps machines recognize images better despite challenges.

Ba Hung Ngo, Doanh C. Bui, Nhat-Tuong Do-Tran

2025-03-02T04:03:54+00:00 ― 8 min read

Machine Learning Securing the IoT World: A New Approach

Radio Frequency Fingerprinting and edge computing tackle IoT security challenges efficiently.

Ahmed Mohamed Hussain, Nada Abughanam, Panos Papadimitratos

2025-03-02T02:13:12+00:00 ― 6 min read

Neural and Evolutionary Computing Revolutionizing Neural Networks: Memory Efficiency Unleashed

New techniques are boosting neural network training efficiency and memory management.

Wadjih Bencheikh, Jan Finkbeiner, Emre Neftci

2025-03-02T01:39:27+00:00 ― 8 min read

Machine Learning Revolutionizing Deep Learning with DQA

DQA offers a smart solution for efficient deep quantization in resource-limited devices.

Wenhao Hu, Paul Henderson, José Cano

2025-02-28T16:11:29+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Understanding with Sparse Proxy Attention

A new method improves how computers perceive 3D scenes.

Jiaxu Wan, Hong Zhang, Ziqi He

2025-02-28T10:20:06+00:00 ― 7 min read

Information Retrieval The Future of Relevance Assessment: Ensemble Methods

Learn how ensemble methods improve relevance assessments in information retrieval systems.

Hossein A. Rahmani, Emine Yilmaz, Nick Craswell

2025-02-25T23:45:09+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Speeding Up Particle Detection with New Algorithms

New clustering methods enhance data processing in particle detectors.

Tomáš Čelko, František Mráz, Benedikt Bergmann

2025-02-25T12:13:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Document Analysis with New Technology

A new method improves document layout understanding using text and images.

Nikitha SR, Tarun Ram Menta, Mausoom Sarkar

2025-02-24T04:25:03+00:00 ― 7 min read

Computer Vision and Pattern Recognition SLTNet: A Game Changer for Event Cameras

SLTNet transforms how machines process event camera data efficiently.

Xiaxin Zhu, Fangming Guo, Xianlei Long

2025-02-23T18:47:15+00:00 ― 7 min read

Computation and Language Smart Memory Solutions for Language Models

Researchers improve language models by optimizing memory use with smart techniques.

Jiebin Zhang, Dawei Zhu, Yifan Song

2025-02-22T21:55:21+00:00 ― 6 min read

Computation and Language Guiding AI: New Method for Fact-Based Answers

A new approach helps AI models provide accurate answers using knowledge graphs.

Mufan Xu, Kehai Chen, Xuefeng Bai

2025-02-22T13:05:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Speeding Up Semantic Segmentation with Split Learning

Learn how split learning reduces delays in real-time computer vision applications.

Nikos G. Evgenidis, Nikos A. Mitsiou, Sotiris A. Tegos

2025-02-20T21:48:20+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Vision: Event-Based Cameras Take Center Stage

Event cameras enhance visual data capture, improving scene mapping and motion accuracy.

Shuang Guo, Guillermo Gallego

2025-02-20T19:08:30+00:00 ― 5 min read

Information Retrieval Revolutionizing Text Reranking with ChainRank

ChainRank improves text reranking, keeping models sharp and relevant.

Haowei Liu, Xuyang Wu, Guohao Sun

2025-02-20T15:21:09+00:00 ― 4 min read

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