Latest Articles for Machine Learning

Robotics GLOVER: A New Approach to Robotic Grasping

GLOVER enables robots to grasp objects more effectively using language and visual cues.

Teli Ma, Zifan Wang, Jiaming Zhou

2025-05-17T15:44:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Few-Shot Learning: Teaching Machines with Less

Discover how machines learn from few examples using innovative techniques.

Baoquan Zhang, Shanshan Feng, Bingqi Shan

2025-05-17T13:37:20+00:00 ― 6 min read

Image and Video Processing Machine Learning's Role in Health Imaging

Machine learning enhances disease detection through advanced imaging techniques.

Marc Harary, Eliezer M. Van Allen, William Lotter

2025-05-17T13:33:02+00:00 ― 5 min read

Machine Learning Handling Uncertainty in Machine Learning

A look at how machine learning can manage uncertainty in classifications.

Michele Caprio, David Stutz, Shuo Li

2025-05-17T13:23:42+00:00 ― 5 min read

Artificial Intelligence Improving Robot Cooperation with Shared Information

A new approach helps robots work together effectively in challenging tasks.

David Ge, Hao Ji

2025-05-17T13:12:00+00:00 ― 6 min read

Machine Learning Advancements in Federated Learning: A Closer Look

Exploring the intersection of Auto-ML and Federated Learning for better data privacy.

Yasaman Saadati, M. Hadi Amini

2025-05-17T12:46:40+00:00 ― 6 min read

Information Retrieval How Epinets Are Changing Video Recommendations

Epinets improve how platforms recommend new content to users.

Hong Jun Jeon, Songbin Liu, Yuantong Li

2025-05-17T11:05:20+00:00 ― 6 min read

Machine Learning Understanding Centrality Graph Shift Operators

Learn how CGSOs enhance graph analysis by measuring node importance.

Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer

2025-05-17T10:43:11+00:00 ― 4 min read

Distributed, Parallel, and Cluster Computing MAS-Attention: Efficient Processing for Small Devices

A new approach to enhance attention mechanisms on low-power devices.

Mohammadali Shakerdargah, Shan Lu, Chao Gao

2025-05-17T09:49:20+00:00 ― 6 min read

Machine Learning Mamba Architecture: A New Approach to Fine-Tuning

Understanding Mamba's efficiency and the ProDiaL method for fine-tuning.

Seokil Ham, Hee-Seon Kim, Sangmin Woo

2025-05-17T08:58:40+00:00 ― 6 min read

Machine Learning A New Method for Smarter Learning in AI

LPLgrad improves machine learning by selecting the best data for training.

Shreen Gul, Mohamed Elmahallawy, Sanjay Madria

2025-05-17T08:33:20+00:00 ― 6 min read

Machine Learning SSCDL: A New Way to Learn from Graphs

Discover how SSCDL improves graph analysis and data connection understanding.

Jie Chen, Hua Mao, Yuanbiao Gou

2025-05-17T06:52:00+00:00 ― 6 min read

Computation and Language Balancing Fairness and Accuracy in LLMs

Researchers tackle bias in language models using a new approach.

Qingquan Zhang, Qiqi Duan, Bo Yuan

2025-05-17T06:26:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition Delta-NAS: A New Approach to Neural Networks

Delta-NAS speeds up neural network design by focusing on similarities.

Arjun Sridhar, Yiran Chen

2025-05-17T06:01:20+00:00 ― 5 min read

Machine Learning Streamlining Language Models with AutoMixQ

A new method to optimize large language models efficiently.

Changhai Zhou, Shiyang Zhang, Yuhua Zhou

2025-05-17T03:54:40+00:00 ― 7 min read

Materials Science Introducing CAMP: A New Approach to Material Simulations

CAMP simplifies material simulations using Cartesian coordinates for better accuracy and efficiency.

Mingjian Wen, Wei-Fan Huang, Jin Dai

2025-05-17T03:29:48+00:00 ― 6 min read

Machine Learning Introducing the Adaptable Embeddings Network for Text Classification

AEN offers efficient text classification with low processing demands.

Stan Loosmore, Alexander Titus

2025-05-17T01:48:00+00:00 ― 12 min read

Signal Processing Revolutionizing Three-Phase Motor Diagnostics with Machine Learning

Machine learning offers a new way to diagnose issues in three-phase motors.

Stepan Svirin, Artem Ryzhikov, Saraa Ali

2025-05-17T00:34:12+00:00 ― 7 min read

Networking and Internet Architecture FastRAG: A Smart Tool for Network Data

FastRAG simplifies processing semi-structured network data efficiently.

Amar Abane, Anis Bekri, Abdella Battou

2025-05-17T00:32:00+00:00 ― 6 min read

Cryptography and Security The Hidden Risks of Language Models

Language models show impressive abilities but also significant vulnerabilities we need to address.

Sanjay Das, Swastik Bhattacharya, Souvik Kundu

2025-05-16T23:41:20+00:00 ― 5 min read

Robotics Revolutionizing Autonomous Racing: The DKMGP Model

A new model enhances predictions in autonomous racing, improving accuracy and speed.

Jingyun Ning, Madhur Behl

2025-05-16T23:16:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Addressing Data Poisoning in Machine Learning

A new method to detect and fix data poisoning in machine learning models.

Wenjie Li, Jiawei Li, Christian Schroeder de Witt

2025-05-16T21:34:40+00:00 ― 6 min read

Genomics Using Gene Data to Detect Type 2 Diabetes Early

This article discusses using gene data for early Type 2 diabetes detection.

Aurora Lithe Roy, Md Kamrul Siam, Nuzhat Noor Islam Prova

2025-05-16T20:15:45+00:00 ― 5 min read

Computer Vision and Pattern Recognition Long Video Masked Autoencoders: A New Approach

Introducing Long Video Masked Autoencoders for better video understanding.

Nitesh Bharadwaj Gundavarapu, Luke Friedman, Raghav Goyal

2025-05-16T19:28:00+00:00 ― 6 min read

Software Engineering Evaluating LLMs with SpecTool: A New Approach

SpecTool brings clarity to LLM errors in using tools.

Shirley Kokane, Ming Zhu, Tulika Awalgaonkar

2025-05-16T16:30:40+00:00 ― 4 min read

Computer Vision and Pattern Recognition Advancements in Neural Network Pruning Techniques

Discover how EAST optimizes deep neural networks through effective pruning methods.

Andy Li, Aiden Durrant, Milan Markovic

2025-05-16T16:05:20+00:00 ― 6 min read

Quantum Physics Challenges and Solutions in Quantum Machine Learning Training

A look at the complexities of training quantum machine learning models and a new approach.

Erik Recio-Armengol, Franz J. Schreiber, Jens Eisert

2025-05-16T14:30:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition GA-Planes: A New Approach to 3D Volume Representation

GA-Planes simplify 3D modeling, combining features for faster and better training.

Irmak Sivgin, Sara Fridovich-Keil, Gordon Wetzstein

2025-05-16T14:24:00+00:00 ― 5 min read

Computation and Language Advancements in Long-Context Training for Language Models

Explore how AnchorAttention improves efficiency in processing long texts with language models.

Haonan Wang, Qian Liu, Chao Du

2025-05-16T13:58:40+00:00 ― 5 min read

Artificial Intelligence AdaptAgent: A New Way for Web Agents to Learn

AdaptAgent helps web agents learn tasks using fewer demonstrations.

Gaurav Verma, Rachneet Kaur, Nishan Srishankar

2025-05-16T13:08:00+00:00 ― 7 min read

Machine Learning A Simple Guide to Optimization Algorithms

Learn about popular optimization algorithms in machine learning and their unique features.

Carlos Heredia

2025-05-16T11:43:24+00:00 ― 7 min read

Image and Video Processing OneNet: A Leaner Approach to Image Analysis

OneNet offers efficient image analysis for devices with limited resources.

Sanghyun Byun, Kayvan Shah, Ayushi Gang

2025-05-16T11:35:22+00:00 ― 7 min read

Machine Learning Understanding Causal Discovery with LOVO

A new method for assessing causal discovery through variable exclusion.

Daniela Schkoda, Philipp Faller, Patrick Blöbaum

2025-05-16T10:38:32+00:00 ― 7 min read

Machine Learning Machine Unlearning: Balancing Privacy and Performance

Exploring how machines forget data while maintaining privacy and function.

Àlex Pujol Vidal, Anders S. Johansen, Mohammad N. S. Jahromi

2025-05-16T08:29:20+00:00 ― 7 min read

Computer Vision and Pattern Recognition Teaching Machines to Find Objects in Images

Machines learn to locate objects in images using innovative techniques.

Sivan Doveh, Nimrod Shabtay, Wei Lin

2025-05-16T08:04:00+00:00 ― 5 min read

Systems and Control Bayes' Formula in Modern Filtering Techniques

Exploring Bayes' formula and its impact on filtering algorithms.

Amirhossein Taghvaei, Prashant G. Mehta

2025-05-16T07:31:12+00:00 ― 6 min read

Computation and Language CAALM-TC: A New Approach to Text Classification

Introducing CAALM-TC, a method that improves text classification using language models.

João Gonçalves

2025-05-16T06:22:40+00:00 ― 7 min read

Machine Learning Understanding Causality in Time Series Analysis

Exploring how events influence each other over time using new models.

Riya Mahesh, Rahul Vashisht, Chandrashekar Lakshminarayanan

2025-05-16T05:57:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition BelHouse3D: Transforming 3D Indoor Scene Segmentation

A synthetic dataset designed for better machine understanding of indoor environments.

Umamaheswaran Raman Kumar, Abdur Razzaq Fayjie, Jurgen Hannaert

2025-05-16T05:32:00+00:00 ― 8 min read

Machine Learning RobustCRF: Strengthening Graph Neural Networks Against Attacks

RobustCRF enhances GNN resilience while maintaining performance in real-world applications.

Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer

2025-05-16T05:17:30+00:00 ― 6 min read