Latest Articles for Machine Learning

Machine Learning Predicting Thermal Conductivity with Transfer Learning

Researchers improve thermal conductivity predictions using innovative machine learning techniques.

L. Klochko, M. d'Aquin, A. Togo

2025-04-28T15:38:45+00:00 ― 6 min read

Machine Learning Q(γ)-Learning: Advancing Decision-Making in AI

A new approach to improve AI decision-making through better reward management.

Mahammad Humayoo

2025-04-28T15:27:45+00:00 ― 4 min read

Computation and Language CoRNStack: A Game Changer for Code Retrieval

CoRNStack streamlines code retrieval, making development more efficient and less chaotic.

Tarun Suresh, Revanth Gangi Reddy, Yifei Xu

2025-04-28T15:08:00+00:00 ― 6 min read

Neuroscience The Future of Brain-Machine Interfaces

Exploring the potential of brain signals to control devices.

Olena Shevchenko, Sofiia Yeremeieva, Brokoslaw Laschowski

2025-04-28T14:59:28+00:00 ― 6 min read

Machine Learning Navigating Challenges in Partially Observable Reinforcement Learning

Discover strategies to improve learning in complex environments with limited visibility.

Yang Cai, Xiangyu Liu, Argyris Oikonomou

2025-04-28T13:14:45+00:00 ― 6 min read

Machine Learning Teaching Machines to Learn: Decision Transformers Explained

Discover how Decision Transformers help robots learn from limited examples.

Zhe Wang, Haozhu Wang, Yanjun Qi

2025-04-28T11:59:15+00:00 ― 6 min read

Artificial Intelligence Taming the Agreeable AI: Tackling Sycophancy in LLMs

Researchers aim to reduce sycophantic behavior in AI language models.

Henry Papadatos, Rachel Freedman

2025-04-28T10:43:45+00:00 ― 6 min read

Signal Processing Predicting Path Loss for Better Mobile Connections

Learn how advanced methods improve mobile signal predictions.

Ryan Dempsey, Jonathan Ethier, Halim Yanikomeroglu

2025-04-28T06:31:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition ESCAPE: A New Frontier in 3D Shape Completion

Learn how ESCAPE is revolutionizing shape completion in 3D computer vision.

Burak Bekci, Nassir Navab, Federico Tombari

2025-04-28T06:19:30+00:00 ― 9 min read

Machine Learning Audio Cues Transform Minecraft Agents

New audio training enhances Minecraft agent performance and versatility.

Nicholas Lenzen, Amogh Raut, Andrew Melnik

2025-04-28T05:41:45+00:00 ― 6 min read

Machine Learning Simplifying Reinforcement Learning with Bilinear Layers

Bilinear layers enhance interpretability in reinforcement learning models for better decision-making insights.

Narmeen Oozeer, Sinem Erisken, Alice Rigg

2025-04-28T04:26:15+00:00 ― 8 min read

Computer Vision and Pattern Recognition New Methods Boost Machine Video Understanding

Researchers enhance how machines comprehend long and high-resolution videos.

Weiming Ren, Huan Yang, Jie Min

2025-04-28T02:33:00+00:00 ― 4 min read

Cryptography and Security SOUL: A New Way to Fight Cyber Threats

SOUL transforms network security by using limited data to detect attacks.

Suresh Kumar Amalapuram, Shreya Kumar, Bheemarjuna Reddy Tamma

2025-04-28T01:17:30+00:00 ― 6 min read

Machine Learning Neural Networks: New Strategies for Smarter Learning

Adaptive ETF and ETF-Transformer improve neural network training efficiency and accuracy.

Emily Liu

2025-04-28T00:02:00+00:00 ― 6 min read

Machine Learning Introducing AdamZ: A New Optimiser for Machine Learning

AdamZ enhances model training by adapting learning rates effectively.

Ilia Zaznov, Atta Badii, Alfonso Dufour

2025-04-27T23:30:45+00:00 ― 5 min read

Artificial Intelligence Improving AI's Physics Skills with MoRA

A new framework enhances LLMs' ability to solve physics problems effectively.

Raj Jaiswal, Dhruv Jain, Harsh Parimal Popat

2025-04-27T20:15:30+00:00 ― 6 min read

Machine Learning Understanding Connections in Data Learning

Learn how researchers uncover the links between data pieces.

Xiangxiang Xu, Lizhong Zheng

2025-04-27T19:31:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Video Moment Retrieval with AI

Discover how new methods transform finding moments in videos.

Peijun Bao, Chenqi Kong, Zihao Shao

2025-04-27T18:22:15+00:00 ― 6 min read

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