Latest Articles for Data Processing

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

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