Latest Articles for Machine Learning

Astrophysics of Galaxies Harnessing Machine Learning to Study Galaxies

MLP-GaP quickly predicts galaxy properties from massive data sets.

Xiaotong Guo, Guanwen Fang, Haicheng Feng

2025-05-31T23:54:21+00:00 ― 8 min read

Computer Vision and Pattern Recognition Improving Camera Pose Estimation with Transformers

New techniques enhance camera pose estimation using transformer models.

Miso Lee, Jihwan Kim, Jae-Pil Heo

2025-05-31T23:43:06+00:00 ― 6 min read

Machine Learning Adapting Machine Learning Training for Bigger Models

Explores new methods for training larger machine learning models effectively.

Lechao Xiao

2025-05-31T23:40:56+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Few-Shot Learning Techniques

New framework enhances machine learning with minimal examples.

Fei Zhou, Peng Wang, Lei Zhang

2025-05-31T23:19:24+00:00 ― 5 min read

Artificial Intelligence Advancements in Learning from Demonstration for Robotics

A new approach reduces errors in robotic learning from human demonstrations.

Peter David Fagan, Subramanian Ramamoorthy

2025-05-31T22:31:35+00:00 ― 8 min read

Cryptography and Security Defending Against DoS Attacks with Machine Learning

Learn how businesses can use ML to detect and prevent DoS attacks.

Paul Badu Yakubu, Evans Owusu, Lesther Santana

2025-05-31T22:16:12+00:00 ― 7 min read

Machine Learning Advancing Data Modeling with DrMMD Technique

A look into DrMMD and its application for better data distribution modeling.

Zonghao Chen, Aratrika Mustafi, Pierre Glaser

2025-05-31T22:00:48+00:00 ― 5 min read

Computation and Language RWKV: A New Approach in AI Models

RWKV combines strengths of Transformers and RNNs for efficient AI processing.

Akul Datta

2025-05-31T22:00:24+00:00 ― 8 min read

Machine Learning Mixing Clean and Noisy Data for Better Results

Combining quality data with flawed data can yield impressive outcomes.

Giannis Daras, Yeshwanth Cherapanamjeri, Constantinos Daskalakis

2025-05-31T21:36:42+00:00 ― 5 min read

Cryptography and Security Securing Federated Learning with FedBlock

FedBlock enhances federated learning security using blockchain technology.

Duong H. Nguyen, Phi L. Nguyen, Truong T. Nguyen

2025-05-31T21:20:54+00:00 ― 7 min read

Machine Learning Advancements in Time-Series Forecasting Techniques

Learn how adaptive conformal inference improves multi-step predictions in forecasting.

Johan Hallberg Szabadváry

2025-05-31T21:10:44+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancements in Class-Incremental Semantic Segmentation

Learn how machines adapt to new classes without forgetting old knowledge.

Jinchao Ge, Bowen Zhang, Akide Liu

2025-05-31T20:49:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Addressing Hallucination in Vision-Language Models

New method improves accuracy in vision-language models by reducing hallucination.

Yuxi Xie, Guanzhen Li, Xiao Xu

2025-05-31T20:41:24+00:00 ― 6 min read

Health Informatics Advances in Detecting Airway Stenosis and Stridor

Machine learning offers new hope in diagnosing airway issues.

James Anibal, R. Doctor, M. Boyer

2025-05-31T20:20:30+00:00 ― 7 min read

Computation and Language Improving Context Awareness in Language Models

Research shows ways to enhance context awareness in language models for better responses.

Yihan Wang, Andrew Bai, Nanyun Peng

2025-05-31T20:17:42+00:00 ― 5 min read

Machine Learning Addressing Bias in Language Models with FairICL

A new method aims to reduce bias in language models' predictions.

Karuna Bhaila, Minh-Hao Van, Kennedy Edemacu

2025-05-31T20:01:54+00:00 ― 9 min read

Cryptography and Security Improving Intrusion Detection with Visual Insights

Using visual tools to enhance detection of threats in networks.

Maraz Mia, Mir Mehedi A. Pritom, Tariqul Islam

2025-05-31T19:54:00+00:00 ― 7 min read

Machine Learning Understanding M-CELS: A Tool for Time Series Insights

M-CELS simplifies complex model explanations for time series data.

Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi

2025-05-31T19:22:24+00:00 ― 6 min read

Sound Advancing Multi-Audio Processing with MALLM

Introducing a new model and benchmark for evaluating multi-audio tasks.

Yiming Chen, Xianghu Yue, Xiaoxue Gao

2025-05-31T19:17:15+00:00 ― 5 min read

Cryptography and Security Monitoring Insider Threats in Support Teams

A deep dive into tracking insider risks in support agent workflows.

Birkett Huber, Casper Neo, Keiran Sampson

2025-05-31T19:14:30+00:00 ― 7 min read

High Energy Physics - Phenomenology Detecting Unusual Signals in Data: A New Method

Scientists find better ways to spot rare signals in data.

Ranit Das, Thorben Finke, Marie Hein

2025-05-31T19:11:45+00:00 ― 6 min read

Computation and Language Counterfactual Explanations in Text Classifiers

A look at how counterfactual explanations improve AI text classifiers.

Stephen McAleese, Mark Keane

2025-05-31T19:06:36+00:00 ― 8 min read

Computation and Language Activating Better Recall in AI Models

A look at activation steering for improving AI memory handling.

Atakan Seyitoğlu, Aleksei Kuvshinov, Leo Schwinn

2025-05-31T18:58:42+00:00 ― 7 min read

Materials Science LLM4Mat-Bench: Testing Language Models in Materials Science

A new dataset evaluates large language models for predicting material properties.

Andre Niyongabo Rubungo, Kangming Li, Jason Hattrick-Simpers

2025-05-31T18:16:48+00:00 ― 7 min read

Machine Learning Lagrangian Neural Networks: Bridging Physics and Machine Learning

Discover how Lagrangian neural networks predict movement with real-world constraints.

Viviana Alejandra Diaz, Leandro Martin Salomone, Marcela Zuccalli

2025-05-31T18:08:57+00:00 ― 7 min read

Artificial Intelligence Improving Warehouse Dispatching with Decision Transformers

Learn how Decision Transformers enhance dynamic dispatching in warehouse operations.

Xian Yeow Lee, Haiyan Wang, Daisuke Katsumata

2025-05-31T17:55:30+00:00 ― 9 min read

Computer Vision and Pattern Recognition Continual Learning: An Evolving AI Future

AI models that learn continuously without forgetting previous knowledge are changing the game.

Meng Cao, Yuyang Liu, Yingfei Liu

2025-05-31T17:16:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition DendriteSAM: A New Tool for Brain Research

DendriteSAM simplifies dendrite identification in brain imaging, enhancing research efficiency.

Zewen Zhuo, Ilya Belevich, Ville Leinonen

2025-05-31T17:08:06+00:00 ― 6 min read

Computation and Language Reviving Skolt Sami: A Tech-Driven Effort

Modern technology aids in preserving the endangered Skolt Sami language.

Khalid Alnajjar, Mika Hämäläinen, Jack Rueter

2025-05-31T16:52:18+00:00 ― 7 min read

Computation and Language Improving Language Models with MORCELA

MORCELA adjusts language model scores to better reflect human language judgment.

Lindia Tjuatja, Graham Neubig, Tal Linzen

2025-05-31T16:12:48+00:00 ― 6 min read

High Energy Physics - Phenomenology Profile Likelihood in Particle Physics Explained

A simple overview of profile likelihood and its role in particle physics.

Theo Heimel, Tilman Plehn, Nikita Schmal

2025-05-31T15:39:48+00:00 ― 6 min read

Machine Learning Enhancing Graph Neural Networks Through New Aggregation Methods

This research reveals a new aggregation method for improving GNN performance.

Mitchell Keren Taraday, Almog David, Chaim Baskin

2025-05-31T15:14:20+00:00 ― 5 min read

Machine Learning Making Large Language Models Smaller and Faster

Learn about quantization and its impact on language models.

Eldar Kurtic, Alexandre Marques, Shubhra Pandit

2025-05-31T14:53:48+00:00 ― 6 min read

Machine Learning Improving LLMs' Math Skills with Seq-VCR

New techniques enhance large language models' ability in complex arithmetic reasoning.

Md Rifat Arefin, Gopeshh Subbaraj, Nicolas Gontier

2025-05-31T14:38:00+00:00 ― 6 min read

Machine Learning Understanding Neural Network Reconstruction Techniques

Learn about how to reconstruct neural networks and its implications.

Judah Goldfeder, Quinten Roets, Gabe Guo

2025-05-31T14:37:18+00:00 ― 5 min read

Statistical Mechanics Machine Learning and Phase Transitions

A study on using machine learning to analyze material phase changes.

Diana Sukhoverkhova, Vyacheslav Mozolenko, Lev Shchur

2025-05-31T14:37:00+00:00 ― 6 min read

Software Engineering Can Large Language Models Help in Software Verification?

Investigating the role of LLMs in generating software specifications for verification.

Marilyn Rego, Wen Fan, Xin Hu

2025-05-31T13:58:30+00:00 ― 6 min read

Machine Learning Integrating CCA and Deep Learning

Combining Canonical Correlation Analysis with deep learning enhances data insights.

Zhiwen Chen, Siwen Mo, Haobin Ke

2025-05-31T13:37:10+00:00 ― 7 min read

Computer Vision and Pattern Recognition Simplifying Object Recognition with Grouped Discrete Representation

A new method enhances how computers recognize objects in images and videos.

Rongzhen Zhao, Vivienne Wang, Juho Kannala

2025-05-31T13:11:06+00:00 ― 6 min read

Information Retrieval The Hidden Risks of Model Training Contamination

Contamination in model training can skew results and misrepresent performance.

Vishakha Suresh Kalal, Andrew Parry, Sean MacAvaney

2025-05-31T12:55:18+00:00 ― 5 min read