Latest Articles for Data Processing

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

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