Latest Articles for Artificial Intelligence

Computer Vision and Pattern Recognition Personalized Representation Learning: A New Approach to Image Recognition

Learn how machines can recognize personal items with fewer images.

Shobhita Sundaram, Julia Chae, Yonglong Tian

2025-02-09T12:55:21+00:00 ― 7 min read

Systems and Control Ensuring Robot Safety in a Dynamic World

Discover advanced methods to keep robots safe in unpredictable environments.

Mohammed Alyaseen, Nikolay Atanasov, Jorge Cortes

2025-02-09T12:43:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition CLIPF: A Game Changer in Vision-Language Models

Discover how CLIPF uses word-frequency masking to improve AI training.

Mingliang Liang, Martha Larson

2025-02-09T11:19:03+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Robot Inspections with NeRF Technology

NeRFs enhance robot training for real-world inspections, ensuring better performance and consistency.

Laura Weihl, Bilal Wehbe, Andrzej Wąsowski

2025-02-09T08:54:36+00:00 ― 7 min read

Optimization and Control The Rise of Model-Free Control Design

Discover how machines learn and adapt without needing detailed instructions.

Jing Guo, Xiushan Jiang, Weihai Zhang

2025-02-09T08:45:40+00:00 ― 7 min read

Cryptography and Security Malware and Code Obfuscation: The New Battlefront

Exploring how obfuscation techniques are reshaping the malware landscape with LLMs.

Seyedreza Mohseni, Seyedali Mohammadi, Deepa Tilwani

2025-02-09T08:06:27+00:00 ― 7 min read

Sound AI Voice Test Could Revolutionize Laryngeal Cancer Detection

A new AI method analyzes voices to detect laryngeal cancer risk.

Mary Paterson, James Moor, Luisa Cutillo

2025-02-09T05:28:46+00:00 ― 7 min read

Human-Computer Interaction The Rise of Large Language Models in Data Curation

Discover how LLMs are transforming data curation and analysis.

Crystal Qian, Michael Xieyang Liu, Emily Reif

2025-02-09T04:53:51+00:00 ― 6 min read

Systems and Control Securing the Future of Autonomous Vehicles

Discover the cybersecurity challenges faced by autonomous vehicles and their solutions.

Amal Yousseef, Shalaka Satam, Banafsheh Saber Latibari

2025-02-09T02:51:00+00:00 ― 7 min read

Human-Computer Interaction AI in Education: Personalizing Learning for Students

Exploring how AI creates engaging, personalized learning experiences for students.

Jeroen Ooge, Arno Vanneste, Maxwell Szymanski

2025-02-09T00:53:06+00:00 ― 7 min read

Computation and Language Ethics in Language Models: A Guide

Navigating the ethical landscape of language model development.

Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat

2025-02-08T21:40:30+00:00 ― 6 min read

Machine Learning Decoding Machine Learning: SHAP vs. GradCAM

A look at how SHAP and GradCAM clarify machine learning predictions.

Felix Tempel, Daniel Groos, Espen Alexander F. Ihlen

2025-02-08T20:04:12+00:00 ― 7 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

Robotics The Future of Robot Learning: A New Era Ahead

Explore how robots are learning through data for real-world tasks.

Marius Memmel, Jacob Berg, Bingqing Chen

2025-02-08T16:58:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Adapting Object Detection for a New Age

Models learn old and new objects while remembering past knowledge.

Bowen Dong, Zitong Huang, Guanglei Yang

2025-02-08T16:03:27+00:00 ― 6 min read

Computation and Language RNNs Make a Comeback in Language Models

RNNs show surprising effectiveness against transformers in low-resource language modeling.

Patrick Haller, Jonas Golde, Alan Akbik

2025-02-08T15:15:18+00:00 ― 7 min read

Information Retrieval Revolutionizing Recommendations: A New Approach

Discover the latest advances in personalized recommendation systems and their impact.

Qijiong Liu, Lu Fan, Xiao-Ming Wu

2025-02-08T14:27:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition Image Difference Captioning: Spotting Changes in Visuals

Learn how IDC helps identify changes in images to combat misinformation.

Gautier Evennou, Antoine Chaffin, Vivien Chappelier

2025-02-08T12:50:51+00:00 ― 8 min read

General Economics AI's Role in Transforming Scientific Discovery

AI enhances materials science by boosting productivity and innovation.

Aidan Toner-Rodgers

2025-02-08T12:48:40+00:00 ― 8 min read

Computer Vision and Pattern Recognition AI Chatbot Takes Aim at Pancreatic Cancer

MiniGPT-Pancreas helps doctors detect pancreatic cancer earlier using AI technology.

Andrea Moglia, Elia Clement Nastasio, Luca Mainardi

2025-02-08T12:02:42+00:00 ― 5 min read

Computer Vision and Pattern Recognition Watertox: A New Way to Confuse AI

Watertox cleverly alters images to baffle AI systems while remaining clear to humans.

Zhenghao Gao, Shengjie Xu, Meixi Chen

2025-02-08T11:14:33+00:00 ― 9 min read

Software Engineering Slimming Down Large Language Models for Efficiency

Tech community finds ways to make LLMs leaner and greener.

Guang Yang, Yu Zhou, Xiangyu Zhang

2025-02-08T10:26:24+00:00 ― 8 min read

Software Engineering Fairness in Machine Learning: A Recipe for Success

Exploring fairness-aware practices for machine learning fairness and performance.

Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano

2025-02-08T09:38:15+00:00 ― 7 min read

Cryptography and Security Automated Vulnerability Detection with Language Models

Study evaluates language models for detecting software vulnerabilities across various programming languages.

Syafiq Al Atiiq, Christian Gehrmann, Kevin Dahlén

2025-02-08T06:25:39+00:00 ― 6 min read

Artificial Intelligence Step-Level Reward Models: A New Approach to AI Reasoning

Discover how SRMs enhance machine reasoning in mathematics through structured feedback.

Yiran Ma, Zui Chen, Tianqiao Liu

2025-02-08T05:37:30+00:00 ― 6 min read

Software Engineering User Modeling: Tailoring Software to Fit Users

Discover how user modeling shapes better software experiences.

Aaron Conrardy, Alfredo Capozucca, Jordi Cabot

2025-02-08T04:01:12+00:00 ― 6 min read

Machine Learning Revolutionizing Communication: MarkovType in BCIs

MarkovType enhances brain-computer interface typing for better communication.

Elifnur Sunger, Yunus Bicer, Deniz Erdogmus

2025-02-08T02:24:54+00:00 ― 6 min read

Machine Learning Adapting Reinforcement Learning for Changing Environments

New techniques improve learning efficiency in AI agents as environments shift.

Benjamin Ellis, Matthew T. Jackson, Andrei Lupu

2025-02-08T00:47:40+00:00 ― 7 min read

Machine Learning Unlocking the Magic of Knowledge Graphs

Discover how Knowledge Graphs and SDN reshape information connections.

Tengfei Ma, Yujie Chen, Liang Wang

2025-02-08T00:00:27+00:00 ― 6 min read

Computation and Language Bridging Aphasia Research and Language Models

Discover how aphasia therapy informs advancements in computer language understanding.

Dominique Brunato

2025-02-07T22:24:09+00:00 ― 6 min read

Information Theory Deep Joint Source Channel Coding: Your Digital Safety Lock

Learn how Deep-JSCC keeps your images safe while sharing.

Mehdi Letafati, Seyyed Amirhossein Ameli Kalkhoran, Ecenaz Erdemir

2025-02-07T22:07:50+00:00 ― 7 min read

Machine Learning Managing Uncertainty in Deep Learning

Learn how scientists address uncertainty in deep learning for better predictions.

Sophie Steger, Christian Knoll, Bernhard Klein

2025-02-07T21:36:00+00:00 ― 8 min read

Audio and Speech Processing Enhancing Speech Clarity: The Key Ingredients

A look at how speech enhancement improves communication through data characteristics.

Leying Zhang, Wangyou Zhang, Chenda Li

2025-02-07T21:14:24+00:00 ― 8 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

Computation and Language Understanding the Thought Process of Medical AI

Exploring how Large Language Models think in healthcare.

Shamus Sim, Tyrone Chen

2025-02-07T19:59:42+00:00 ― 8 min read

Machine Learning Grams: A New Way to Optimize Machine Learning

Grams offers a fresh take on optimization for machine learning models.

Yang Cao, Xiaoyu Li, Zhao Song

2025-02-07T19:28:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Recurrent Layers: A New Way to Segment Images

Exploring how recurrent systems can boost image segmentation performance.

David Calhas, João Marques, Arlindo L. Oliveira

2025-02-07T19:11:33+00:00 ― 6 min read

Machine Learning Predicting Neural Network Performance with Architecture Insights

A new method predicts learning curves based on neural network architecture.

Yanna Ding, Zijie Huang, Xiao Shou

2025-02-07T16:38:20+00:00 ― 8 min read

Artificial Intelligence Revolutionizing Teamwork in AI with AIR

AIR blends individual and team strategies in AI for better performance.

Guangchong Zhou, Zeren Zhang, Guoliang Fan

2025-02-07T15:10:48+00:00 ― 7 min read

Machine Learning Revolutionizing Mobile Edge Computing with Experts

Discover how Mixture-of-Experts enhances Mobile Edge Computing.

Hongbo Li, Lingjie Duan

2025-02-07T13:34:30+00:00 ― 6 min read