Latest Articles for Machine Learning

Artificial Intelligence Streamlining Outline Generation for Long Chinese Texts

A new method simplifies creating outlines for lengthy narratives in Chinese.

Yan Yan, Yuanchi Ma

2025-04-27T17:44:30+00:00 ― 7 min read

Machine Learning Data Poisoning: A Hidden Threat in AI Learning

Learn how data poisoning interferes with AI training processes.

Jianhui Li, Bokang Zhang, Junfeng Wu

2025-04-27T16:29:00+00:00 ― 7 min read

Machine Learning Corrective Unlearning: Fixing Data Mistakes in GNNs

Learn how to improve Graph Neural Networks by correcting harmful data.

Varshita Kolipaka, Akshit Sinha, Debangan Mishra

2025-04-27T15:51:15+00:00 ― 7 min read

Machine Learning Harnessing Wave Quantization for Time Series Analysis

A new method transforms data handling in time series analysis.

Xiangkai Ma, Xiaobin Hong, Wenzhong Li

2025-04-27T13:58:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Unpacking Self-Supervised Learning Insights

Exploring how data characteristics affect self-supervised learning performance.

Raynor Kirkson E. Chavez, Kyle Gabriel M. Reynoso

2025-04-27T13:20:15+00:00 ― 6 min read

Machine Learning Machine Unlearning: The Next Step in AI

Learn how machines can forget unnecessary data for better privacy.

Jose Miguel Lara Rangel, Stefan Schoepf, Jack Foster

2025-04-27T11:27:00+00:00 ― 6 min read

Software Engineering Addressing Hidden Flaws in Smart Models

A database to combat backdoor defects in deep learning models.

Yisong Xiao, Aishan Liu, Xinwei Zhang

2025-04-27T10:11:30+00:00 ― 9 min read

General Relativity and Quantum Cosmology Gravitational Waves: Listening to the Universe

Discover how scientists analyze cosmic waves and the tools they use.

Alessandro Licciardi, Davide Carbone, Lamberto Rondoni

2025-04-27T09:41:09+00:00 ― 6 min read

Machine Learning Active Learning: Machines that Choose Wisely

Machines learn efficiently by selecting the most useful data for training.

Frederik Eaton

2025-04-27T07:33:45+00:00 ― 7 min read

Machine Learning Defending AI from Backdoor Attacks: A New Approach

Learn how PAR helps protect AI models from hidden threats.

Naman Deep Singh, Francesco Croce, Matthias Hein

2025-04-27T07:02:45+00:00 ― 6 min read

Artificial Intelligence AdaScale: The Future of Mobile AI

AdaScale automates deep learning for better mobile performance and privacy.

Yuzhan Wang, Sicong Liu, Bin Guo

2025-04-27T05:47:15+00:00 ― 6 min read

Machine Learning Collaborative Learning: A New Path for AI

AI agents learn together while preserving individual techniques for better results.

Guojun Xiong, Shufan Wang, Daniel Jiang

2025-04-27T03:34:30+00:00 ― 6 min read

Systems and Control Streamlining Nonlinear System Identification with NonSysId

NonSysId simplifies creating accurate models for complex systems efficiently.

Rajintha Gunawardena, Zi-Qiang Lang, Fei He

2025-04-27T03:25:50+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Visual Grounding with Synthetic Data

Learn how the POBF framework transforms image recognition with limited data.

Zilin Du, Haoxin Li, Jianfei Yu

2025-04-27T02:00:45+00:00 ― 8 min read

Artificial Intelligence Understanding Free Energy Projective Simulation (FEPS)

FEPS helps robots learn and adapt, mimicking human behavior.

Joséphine Pazem, Marius Krumm, Alexander Q. Vining

2025-04-26T23:35:15+00:00 ― 5 min read

Computer Vision and Pattern Recognition Bridging the Gap in Handwritten Music Recognition

Using GANs to digitize fragile handwritten music sheets for better accessibility.

Elona Shatri, Kalikidhar Palavala, George Fazekas

2025-04-26T23:33:40+00:00 ― 8 min read

Digital Libraries AI Research: Shifts, Trends, and Future Directions

Stay updated on the latest in AI research, models, and trends.

Christoph Leiter, Jonas Belouadi, Yanran Chen

2025-04-26T23:29:45+00:00 ― 7 min read

Computers and Society Rashomon Effect: Multiple Views in Education

Different models reveal unique insights into student success factors.

Jakub Kuzilek, Mustafa Çavuş

2025-04-26T22:52:00+00:00 ― 8 min read

Computation and Language Navigating the World of Large Language Models

Explore the rise, workings, and impacts of Large Language Models in our lives.

Sandra Johnson, David Hyland-Wood

2025-04-26T22:14:15+00:00 ― 6 min read

Computation and Language Can AI Systems Recognize Themselves?

Exploring the concept of self-identity in artificial intelligence systems.

Minhyeok Lee

2025-04-26T21:28:36+00:00 ― 7 min read

Systems and Control Advancements in Ankle Exoskeleton Technology

New sensors help ankle exoskeletons improve mobility for those in need.

Silas Ruhrberg Estévez, Josée Mallah, Dominika Kazieczko

2025-04-26T19:41:30+00:00 ― 7 min read

Machine Learning Physics-Informed DeepONets: A New Approach to Solving Equations

Learn how neural networks tackle complex math problems using physics.

Emily Williams, Amanda Howard, Brek Meuris

2025-04-26T19:23:18+00:00 ― 5 min read

Robotics SparseGrasp: Transforming Robotic Grasping

Robots learn to grasp objects quickly with SparseGrasp, using minimal images.

Junqiu Yu, Xinlin Ren, Yongchong Gu

2025-04-26T17:12:15+00:00 ― 7 min read

Artificial Intelligence Smart Machines: The Future of Planning

Discover how AI learns planning through past experiences using graphs.

Dillon Z. Chen, Mingyu Hao, Sylvie Thiébaux

2025-04-26T16:34:30+00:00 ― 8 min read

Computer Vision and Pattern Recognition GSOT3D: A New Era in 3D Object Tracking

GSOT3D enhances tracking systems for real-world applications.

Yifan Jiao, Yunhao Li, Junhua Ding

2025-04-26T15:56:45+00:00 ― 8 min read

Optimization and Control Improving Mixed Integer Linear Programming with Machine Learning

A new approach to enhance MILP solutions using graph neural networks.

Lara Scavuzzo, Karen Aardal, Neil Yorke-Smith

2025-04-26T15:12:42+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Self-Supervised Learning with PID

New methods improve machine learning by breaking down information types.

Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh

2025-04-26T14:41:15+00:00 ― 7 min read

Genomics Advancements in RNA Analysis with Orthrus Model

Orthrus enhances RNA predictions, improving understanding of genetic functions and properties.

Bo Wang, P. Fradkin, R. Shi

2025-04-26T13:12:32+00:00 ― 7 min read

Computer Vision and Pattern Recognition Coloring the Future of Self-Supervised Learning

Discover how direct coloring enhances machine learning processes.

Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh

2025-04-26T12:48:00+00:00 ― 8 min read

Machine Learning Boosting Predictions: The Role of Data Augmentation in Learning Analytics

Discover how data augmentation enhances predictive models in education.

Valdemar Švábenský, Conrad Borchers, Elizabeth B. Cloude

2025-04-26T12:10:15+00:00 ― 6 min read

Machine Learning Advancements in State-Space Modeling with Particle Filters

New methods enhance predictions in complex systems using state-space models.

Benjamin Cox, Santiago Segarra, Victor Elvira

2025-04-26T11:37:30+00:00 ― 6 min read

Computation and Language Transforming Multilingual Translation with Innovative Techniques

New methods improve multilingual translation using decoder-only models.

Zhi Qu, Yiran Wang, Chenchen Ding

2025-04-26T11:32:30+00:00 ― 6 min read

Quantum Physics Examining the Role of Randomness in Quantum Machine Learning

A look into how data randomness affects classification in quantum machine learning.

Berta Casas, Xavier Bonet-Monroig, Adrián Pérez-Salinas

2025-04-26T11:12:57+00:00 ― 8 min read

Machine Learning Transforming Finance: The Rise of TKGMLP

A new model improves financial data analysis and predictions.

Mingming Zhang, Jiahao Hu, Pengfei Shi

2025-04-26T10:54:45+00:00 ― 6 min read

Quantum Physics Harnessing Transformers for Quantum Control

Transformers improve feedback and control in quantum technology, enhancing stability and performance.

Pranav Vaidhyanathan, Florian Marquardt, Mark T. Mitchison

2025-04-26T10:35:30+00:00 ― 6 min read

Information Theory Advancements in Lattice Quantization in Higher Dimensions

Researchers find new lattices improving quantization in dimensions 13 and 14.

Daniel Pook-Kolb, Erik Agrell, Bruce Allen

2025-04-26T09:58:03+00:00 ― 6 min read

Machine Learning Improving Precision Matrix Estimation with Transfer Learning

A novel method enhances precision matrix estimation using limited data through transfer learning.

Boxin Zhao, Cong Ma, Mladen Kolar

2025-04-26T07:38:15+00:00 ― 6 min read

Computation and Language Shining a Light on Low-Resource Languages with NER

Researchers advance Named Entity Recognition for Sinhala and Tamil languages.

Surangika Ranathunga, Asanka Ranasinghea, Janaka Shamala

2025-04-26T07:08:15+00:00 ― 6 min read

Numerical Analysis Collaborative Neurodynamic Models for Tensor Decomposition

A new model improves methods for analyzing complex data through collaboration.

Salman Ahmadi-Asl, Valentin Leplat, Anh-Huy Phan

2025-04-26T06:51:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition Streamlining 3D Object Detection with GPQ

A new method reduces query overload in 3D detection models.

Lizhen Xu, Shanmin Pang, Wenzhao Qiu

2025-04-26T06:30:30+00:00 ― 6 min read