Computer Science - Machine Learning

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Image and Video Processing Advancements in AI for Brain Tumor Detection

AI models improve MRI analysis for brain tumors, enhancing detection speed and accuracy.

Meryem Altin Karagoz, O. Ufuk Nalbantoglu, Geoffrey C. Fox

2025-05-08T14:04:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Typhoon Research with Machine Learning

New dataset enhances understanding of typhoon behavior using machine learning techniques.

Asanobu Kitamoto, Erwan Dzik, Gaspar Faure

2025-05-08T13:52:00+00:00 ― 7 min read

Quantum Physics Graph Partitioning with Quantum Hamiltonian Descent

A new approach to improve graph partitioning using quantum-inspired methods.

Jinglei Cheng, Ruilin Zhou, Yuhang Gan

2025-05-08T12:33:56+00:00 ― 5 min read

Atmospheric and Oceanic Physics Evaluating New Machine Learning Models in Weather Forecasting

A look at GraphCast and NeuralGCM's potential in improving weather predictions.

Xiaoxu Tian, Daniel Holdaway, Daryl Kleist

2025-05-08T12:08:48+00:00 ― 6 min read

Machine Learning Improving GNN Performance Through Smart Scheduling

A new method predicts dataflow strategies for better GNN processing.

Pol Puigdemont, Enrico Russo, Axel Wassington

2025-05-08T11:45:20+00:00 ― 7 min read

Machine Learning Fairer-NMF: A New Approach to Data Analysis

Fairer-NMF aims to ensure equitable data representation for all groups.

Lara Kassab, Erin George, Deanna Needell

2025-05-08T10:01:20+00:00 ― 6 min read

Atmospheric and Oceanic Physics Understanding Baroclinic Turbulence Through Machine Learning

Exploring the effects of baroclinic turbulence on climate and weather prediction.

Fei Er Yan, Hugo Frezat, Julien Le Sommer

2025-05-08T09:38:00+00:00 ― 6 min read

Materials Science Searching for Transparent Conducting Materials

Researchers use machine learning to speed up the discovery of new materials.

Federico Ottomano, John Y. Goulermas, Vladimir Gusev

2025-05-08T09:12:52+00:00 ― 6 min read

Machine Learning Revolutionizing Error Prediction in Engineering with Machine Learning

Using machine learning to improve accuracy in numerical model error predictions.

Bozhou Zhuang, Sashank Rana, Brandon Jones

2025-05-08T07:20:49+00:00 ― 7 min read

Machine Learning How Language Models Tackle Math Challenges

Explore how language models learn and apply basic math rules.

Fu-Chieh Chang, Pei-Yuan Wu

2025-05-08T07:06:40+00:00 ― 5 min read

Computation and Language Revamping TTS Voice Evaluation Methods

New tests aim to improve fairness in TTS voice ratings.

Praveen Srinivasa Varadhan, Amogh Gulati, Ashwin Sankar

2025-05-08T06:17:06+00:00 ― 6 min read

Machine Learning New Method to Recover Blurry Images

A novel approach helps restore images from limited data.

Benedikt Böck, Sadaf Syed, Wolfgang Utschick

2025-05-08T04:40:18+00:00 ― 6 min read

Machine Learning Smarter Testing for Better Solutions

Learn how Expected Subspace Improvement enhances testing efficiency.

Dawei Zhan, Zhaoxi Zeng, Shuoxiao Wei

2025-05-08T04:09:20+00:00 ― 4 min read

Machine Learning Saddle Points and NN-HiSD: A New Approach

Discover how NN-HiSD helps find important saddle points in scientific research.

Yuankai Liu, Lei Zhang, Jin Zhao

2025-05-08T03:18:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition Understanding Adversarial Attacks on Smart Systems

A look at challenges and new methods to combat adversarial attacks.

Yaniv Nemcovsky, Avi Mendelson, Chaim Baskin

2025-05-08T01:37:20+00:00 ― 6 min read

Machine Learning Protecting Machines from Sneaky Attacks

Discover how to safeguard machines from backdoor attacks in self-supervised learning.

Sizai Hou, Songze Li, Duanyi Yao

2025-05-08T00:46:40+00:00 ― 6 min read

Machine Learning Improving Graph Neural Networks for Faster Predictions

A new framework enhances Graph Neural Networks' efficiency and performance.

Jiahui Liu, Zhenkun Cai, Zhiyong Chen

2025-05-07T23:05:20+00:00 ― 5 min read

Image and Video Processing Advancements in Lung Nodule Detection

Improving lung health with new imaging tools for better cancer diagnosis.

Yuke Wu, Xiang Liu, Yunyu Shi

2025-05-07T22:29:48+00:00 ― 5 min read

Machine Learning Detecting Anomalies with FUN-AD

Learn how FUN-AD improves anomaly detection without labels.

Jiin Im, Yongho Son, Je Hyeong Hong

2025-05-07T21:24:00+00:00 ― 5 min read

Machine Learning Optimizing Resource Use in AI Systems

Introducing a new approach to improve resource management in AI request processing.

Yilong Zhao, Shuo Yang, Kan Zhu

2025-05-07T20:33:20+00:00 ― 5 min read

Machine Learning Reinforcement Learning: Tackling Delayed Rewards with PPO

Discover how PPO enhances learning in AI by addressing delayed rewards.

Ahmad Ahmad, Mehdi Kermanshah, Kevin Leahy

2025-05-07T18:52:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Teaching Computers to Recognize with Words

A new method helps computers identify objects using fewer images and simple language.

Cheng-Fu Yang, Da Yin, Wenbo Hu

2025-05-07T18:26:40+00:00 ― 7 min read

Computer Vision and Pattern Recognition Understanding AI: A Look Inside Image Classification

Discover how AI interprets images with new frameworks for transparency.

Jinyung Hong, Yearim Kim, Keun Hee Park

2025-05-07T18:01:20+00:00 ― 7 min read

Machine Learning Understanding Multivariate Time Series Classification

A look at how MTS classification can improve data analysis and decision-making.

Mingsen Du, Meng Chen, Yongjian Li

2025-05-07T17:10:40+00:00 ― 5 min read

Machine Learning Using Neural Operators to Solve PDEs

Neural operators simplify the solving process for complex partial differential equations.

Zan Ahmad, Shiyi Chen, Minglang Yin

2025-05-07T15:54:40+00:00 ― 6 min read

Computation and Language Improving Music Chat Understanding with AI

Research focuses on teaching computers to grasp music conversations.

Daeyong Kwon, SeungHeon Doh, Juhan Nam

2025-05-07T14:42:30+00:00 ― 5 min read

Biomolecules Advancements in Peptide Sequencing with DIANovo

DIANovo enhances peptide detection using deep learning techniques in complex biological samples.

Zheng Ma, Zeping Mao, Ruixue Zhang

2025-05-07T14:15:21+00:00 ― 4 min read

Machine Learning Enhancing Predictions While Preserving Privacy

A look into private prediction methods and the DaRRM algorithm.

Shuli Jiang, Qiuyi, Zhang

2025-05-07T12:32:00+00:00 ― 4 min read

Computer Vision and Pattern Recognition Advancements in 3D Model Creation Using Text

A new dataset transforms how we build 3D models from text.

Sankalp Sinha, Mohammad Sadil Khan, Muhammad Usama

2025-05-07T12:06:40+00:00 ― 6 min read

Machine Learning Improving Data Learning with Multi-Label Techniques

A new strategy to enhance machine learning through smart data selection methods.

Yuanyuan Qi, Jueqing Lu, Xiaohao Yang

2025-05-07T11:16:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Using Drones to Measure Grape Leaf Area

Drones and machine learning improve grapevine leaf area measurement.

Muhammad Waseem Akram, Marco Vannucci, Giorgio Buttazzo

2025-05-07T07:53:20+00:00 ― 5 min read

Computation and Language Addressing Bias in Content Moderation Models

Examining bias in content moderation and improving toxicity detection methods.

Haniyeh Ehsani Oskouie, Christina Chance, Claire Huang

2025-05-07T07:28:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Test-Time Training: Adapting Machines to New Data

Discover how Test-Time Training helps models adapt to changing image data.

Marco Colussi, Sergio Mascetti, Jose Dolz

2025-05-07T07:02:40+00:00 ― 6 min read

Machine Learning Introducing KASBA: A New Way to Cluster Time Series Data

KASBA offers a faster method for grouping similar time series observations efficiently.

Christopher Holder, Anthony Bagnall

2025-05-07T06:37:20+00:00 ― 4 min read

Machine Learning Federated Learning: A New Approach to Privacy in Machine Learning

Learn how federated learning keeps your data safe while improving machine learning models.

Allan M. de Souza, Filipe Maciel, Joahannes B. D. da Costa

2025-05-07T05:46:40+00:00 ― 6 min read

Machine Learning Improving Disaster Response with Satellite Technology

Satellites process data onboard for quicker disaster response.

Meghan Plumridge, Rasmus Maråk, Chiara Ceccobello

2025-05-07T05:21:20+00:00 ― 7 min read

Populations and Evolution Anomaly Detection: Spotting the Unusual in Nature and Tech

Learn how living beings and technology detect unusual patterns for safety.

Steven A. Frank

2025-05-07T05:00:20+00:00 ― 5 min read

Machine Learning Personalizing Tuberculosis Treatment: A New Approach

Adopting personalized methods can improve TB treatment outcomes significantly.

Ethan Wu, Caleb Ellington, Ben Lengerich

2025-05-07T04:35:39+00:00 ― 6 min read

Machine Learning STAR: A New Approach to AI Model Design

STAR automates AI model building for smarter and faster results.

Armin W. Thomas, Rom Parnichkun, Alexander Amini

2025-05-07T04:30:40+00:00 ― 7 min read

Machine Learning Advancing Analog Circuit Design with Automation

Combining advanced techniques streamlines analog circuit design for better efficiency.

Davide Basso, Luca Bortolussi, Mirjana Videnovic-Misic

2025-05-07T04:19:26+00:00 ― 6 min read