Latest Articles for Machine Learning

Artificial Intelligence Smart Learning from Mixed Labels in Machine Learning

Introducing methods for better learning from unclear data labels in machine learning.

Tianhao Ma, Han Chen, Juncheng Hu

2025-05-22T15:06:45+00:00 ― 6 min read

Machine Learning Improving Graph Neural Networks with Unique Identifiers

New methods enhance GNNs using unique identifiers for better graph distinction.

Maya Bechler-Speicher, Moshe Eliasof, Carola-Bibiane Schönlieb

2025-05-22T14:57:26+00:00 ― 6 min read

Machine Learning Advancements in Machine Learning for Healthcare

New model shows promise in integrating diverse healthcare data for better diagnosis.

Andrea Agostini, Daphné Chopard, Yang Meng

2025-05-22T14:53:42+00:00 ― 6 min read

Machine Learning A Look at Machine Learning Model Serving Frameworks

Explore popular frameworks that enhance machine learning efficiency and speed.

Pasquale De Rosa, Yérom-David Bromberg, Pascal Felber

2025-05-22T14:27:36+00:00 ― 7 min read

Robotics Improving Robot Movements with B-Spline Movement Primitives

A look at how BMPs enhance robot movement for various tasks.

Weiran Liao, Ge Li, Hongyi Zhou

2025-05-22T14:14:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition Enhancing Image Analysis with Polarimetry Techniques

Using physics-based methods to improve polarimetric imaging accuracy.

Christopher Hahne, Omar Rodriguez-Nunez, Éléa Gros

2025-05-22T14:04:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition Classifying Persian Miniature Paintings with CNNs

Using technology to classify Persian miniatures into distinct schools of art.

Mojtaba Shahi, Roozbeh Rajabi, Farnaz Masoumzadeh

2025-05-22T14:01:30+00:00 ― 7 min read

Computation and Language Topological Data Analysis in Natural Language Processing

Discover how TDA enhances understanding in language analysis.

Adaku Uchendu, Thai Le

2025-05-22T13:35:24+00:00 ― 6 min read

Machine Learning Understanding Variable Importance in Machine Learning

A look at how variables impact machine learning predictions.

Xiaohan Wang, Yunzhe Zhou, Giles Hooker

2025-05-22T13:34:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Understanding AI: Filling in the Gaps

A fresh approach to interpreting AI decisions through image gap filling.

Pathirage N. Deelaka, Tharindu Wickremasinghe, Devin Y. De Silva

2025-05-22T12:43:12+00:00 ― 6 min read

Artificial Intelligence Efficient Language Models through Pruning and Post-training

Cutting down large language models for better performance and resource use.

Xiaodong Chen, Yuxuan Hu, Jing Zhang

2025-05-22T12:30:09+00:00 ― 7 min read

Analysis of PDEs Introducing VINO: A New Way to Solve PDEs

VINO combines physics and machine learning for efficient PDE solutions.

Mohammad Sadegh Eshaghi, Cosmin Anitescu, Manish Thombre

2025-05-22T12:19:59+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving AI-Generated Images with Guidance Techniques

Discover how new methods enhance the quality of AI-generated images.

Tim Kaiser, Nikolas Adaloglou, Markus Kollmann

2025-05-22T12:17:06+00:00 ― 6 min read

Machine Learning Model Complexity and Out-of-Distribution Detection

Exploring how model size affects performance in OOD detection.

Mouïn Ben Ammar, David Brellmann, Arturo Mendoza

2025-05-22T12:12:10+00:00 ― 4 min read

Computer Vision and Pattern Recognition Combining Vision and Language for Smarter Object Detection

A new approach merges visual recognition and reasoning for improved image understanding.

Jingru Yang, Huan Yu, Yang Jingxin

2025-05-22T11:51:00+00:00 ― 6 min read

Machine Learning The Role of the Gauss-Newton Matrix in Neural Networks

Discover how the Gauss-Newton matrix enhances neural network training efficiency.

Jim Zhao, Sidak Pal Singh, Aurelien Lucchi

2025-05-22T10:49:32+00:00 ― 7 min read

Machine Learning Protecting Federated Learning from Malicious Attacks

A plugin safeguards federated learning models from harmful updates without compromising patient privacy.

Youngjoon Lee, Jinu Gong, Joonhyuk Kang

2025-05-22T10:32:42+00:00 ― 6 min read

Robotics BEV-ODOM: A Fresh Look at Monocular Visual Odometry

Introducing BEV-ODOM, a simple solution to scale drift in monocular visual odometry.

Yufei Wei, Sha Lu, Fuzhang Han

2025-05-22T10:06:36+00:00 ― 6 min read

Quantum Physics Quantum Neuromorphic Computing: A New Frontier

Exploring the merge of quantum computing and neuromorphic systems for smart algorithms.

Ishita Agarwal, Taylor L. Patti, Rodrigo Araiza Bravo

2025-05-22T09:45:24+00:00 ― 7 min read

Artificial Intelligence Robots Learning to Communicate: A New Challenge

Scientists study how robots talk to improve their teamwork skills.

Rotem Ben Zion, Boaz Carmeli, Orr Paradise

2025-05-22T08:35:15+00:00 ― 6 min read

Robotics Evaluating AI-Generated Images for Robot Learning

Research analyzes the effectiveness of AI-generated images for robot training.

Thomas Lips, Francis wyffels

2025-05-22T07:43:03+00:00 ― 7 min read

Computation and Language Improving LLMs for Numeric Tasks in Texts

A new method helps LLMs handle numbers in long texts effectively.

Yijiong Yu

2025-05-22T07:16:57+00:00 ― 5 min read

Astrophysics of Galaxies New Tool Classifies Galaxies with Precision

A new method helps classify galaxy activities effectively.

C. Daoutis, A. Zezas, E. Kyritsis

2025-05-22T06:31:09+00:00 ― 4 min read

Artificial Intelligence Transformers and Their Memory Skills

Research reveals how Transformers handle memorization in language tasks.

Léo Dana, Muni Sreenivas Pydi, Yann Chevaleyre

2025-05-22T05:45:36+00:00 ― 4 min read

Image and Video Processing The Role of Segmentation in Brain Imaging

Segmentation is crucial for accurate brain imaging and diagnosis.

Mohammad Imran Hossain, Muhammad Zain Amin, Daniel Tweneboah Anyimadu

2025-05-22T05:25:41+00:00 ― 6 min read

Signal Processing Radar and Communication: A New Approach

Combining radar and communication enhances device awareness and user identification.

Umut Demirhan, Ahmed Alkhateeb

2025-05-22T05:07:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Image Recognition with Multi-View Learning

A new method to enhance image recognition by combining multiple views.

Jiwoong Yang, Haejun Chung, Ikbeom Jang

2025-05-22T04:40:21+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advances in Medical Imaging with FedEvPrompt

New method improves skin lesion classification while protecting patient data.

Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato

2025-05-22T04:27:18+00:00 ― 5 min read

Chemical Physics Refining Energy Functions in Molecular Chemistry

A study on improving energy models for halogenated compounds.

Kham Lek Chaton, Markus Meuwly

2025-05-22T03:03:57+00:00 ― 6 min read

Systems and Control Simplifying Predictions with Low-Rank Tensors

Learn how low-rank tensors streamline predictions in complex systems.

Madeline Navarro, Sergio Rozada, Antonio G. Marques

2025-05-22T02:33:44+00:00 ― 5 min read

Machine Learning Advancements in Graph Neural Networks with DuSEGO

DuSEGO improves GNNs by addressing over-smoothing and gradient issues.

Yingxu Wang, Nan Yin, Mingyan Xiao

2025-05-22T01:37:39+00:00 ― 6 min read

Machine Learning Faster Learning with Adaptive Sampling in Diffusion Models

A new method improves training efficiency for diffusion models.

Myunsoo Kim, Donghyeon Ki, Seong-Woong Shim

2025-05-22T01:11:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition Understanding Few-Shot Open-Set Recognition

A look into Few-Shot Open-Set Recognition and its applications.

Byeonggeun Kim, Juntae Lee, Kyuhong Shim

2025-05-22T00:45:27+00:00 ― 6 min read

Machine Learning Addressing Label Shift in Machine Learning Models

Learn how label shift impacts machine learning and discover methods to address it.

Ruidong Fan, Xiao Ouyang, Hong Tao

2025-05-21T23:48:28+00:00 ― 6 min read

Computer Vision and Pattern Recognition Reducing Hallucinations in Multimodal AI Models

A practical approach to minimize errors in AI using Enhanced Attention Heads.

Xiaofeng Zhang, Yihao Quan, Chaochen Gu

2025-05-21T23:40:12+00:00 ― 5 min read

Analysis of PDEs Strategies and Interactions in Games: Insights

A deep look at player strategies in cooperative and competitive games.

Lauren Conger, Franca Hoffmann, Eric Mazumdar

2025-05-21T22:37:36+00:00 ― 6 min read

Artificial Intelligence Revolutionizing Fraud Detection with GNNs

A new method improves fraud detection efficiency and accuracy using Graph Neural Networks.

Wei Zhuo, Zemin Liu, Bryan Hooi

2025-05-21T22:34:57+00:00 ― 6 min read

Machine Learning Clearing the Confusion in Machine Learning Explanations

A framework to improve clarity and reduce conflicting explanations in machine learning.

Sichao Li, Quanling Deng, Amanda S. Barnard

2025-05-21T22:25:50+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Optimizing GPU Training for AI Models

Efficient strategies to enhance GPU utilization in AI model training.

Palak, Rohan Gandhi, Karan Tandon

2025-05-21T22:21:54+00:00 ― 6 min read

Machine Learning Understanding Machine Unlearning and PruneLoRA

This article explores machine unlearning and the benefits of the PruneLoRA method.

Atharv Mittal

2025-05-21T21:16:39+00:00 ― 5 min read