Latest Articles for Machine Learning

Machine Learning Reinforcement Learning: A Deep Dive

Explore how agents learn to make decisions through reinforcement learning.

Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert

2025-02-16T09:10:51+00:00 ― 7 min read

Computer Vision and Pattern Recognition Bridging Emotions: A New Take on Visual Recognition

A fresh approach to understanding emotions through images without the original data.

Jiankun Zhu, Sicheng Zhao, Jing Jiang

2025-02-16T03:49:03+00:00 ― 7 min read

Neural and Evolutionary Computing Meet SAFormer: The Future of Neural Networks

Combining efficiency and performance, SAFormer redefines neural network capabilities.

Hangming Zhang, Alexander Sboev, Roman Rybka

2025-02-16T00:36:27+00:00 ― 5 min read

Machine Learning Harnessing Machine Learning to Improve Air Quality Monitoring

This article discusses machine learning's role in predicting urban air quality levels.

Sen Yan, David J. O'Connor, Xiaojun Wang

2025-02-16T00:32:20+00:00 ― 7 min read

Machine Learning Model Merging: A New Path Forward

Discover how model merging can enhance machine learning efficiency and accuracy.

Fanshuang Kong, Richong Zhang, Zhijie Nie

2025-02-15T22:12:00+00:00 ― 6 min read

Machine Learning Decoding Particle Physics with Machine Learning

Integrating machine learning to find new particles in physics research.

Jai Bardhan, Cyrin Neeraj, Mihir Rawat

2025-02-15T22:09:02+00:00 ― 7 min read

Computation and Language Why Language Models Struggle with Counting Letters

Large language models stumble on simple tasks like counting letters, raising questions about their abilities.

Tairan Fu, Raquel Ferrando, Javier Conde

2025-02-15T18:11:15+00:00 ― 7 min read

Machine Learning Revolutionizing Out-of-Distribution Detection in Machine Learning

A new framework to enhance out-of-distribution data detection.

Yutian Lei, Luping Ji, Pei Liu

2025-02-15T17:55:18+00:00 ― 5 min read

Machine Learning Revolutionizing Data Analysis with GNNs

New methods improve Graph Neural Networks for better insights.

Xianlin Zeng, Yufeng Wang, Yuqi Sun

2025-02-15T17:23:06+00:00 ― 5 min read

Machine Learning Smart Forecasting for Electricity Prices

A new method improves electricity price predictions using machine learning techniques.

Abhiroop Bhattacharya, Nandinee Haq

2025-02-15T15:46:48+00:00 ― 6 min read

Computation and Language InCA: A New Way for Models to Learn

InCA helps models learn new tasks without forgetting old ones.

Saleh Momeni, Sahisnu Mazumder, Zixuan Ke

2025-02-15T11:46:03+00:00 ― 6 min read

Materials Science Barium Titanate: The Catalyst for Clean Hydrogen

Researchers find a promising, low-cost catalyst for hydrogen production.

Kajjana Boonpalit, Nongnuch Artrith

2025-02-15T10:12:32+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing A Fresh Take on Privacy in AI Training

Learn how Split Federated Learning keeps data safe while training smart models.

Justin Dachille, Chao Huang, Xin Liu

2025-02-15T06:09:00+00:00 ― 8 min read

Computation and Language CLOB and CIS: A New Era in AI Learning

Learn how AI models can continuously gain knowledge without forgetting past lessons.

Jiabao Qiu, Zixuan Ke, Bing Liu

2025-02-14T21:19:21+00:00 ― 7 min read

Computer Vision and Pattern Recognition Balancing Image Recognition for Fair Learning

New method improves machine learning for imbalanced image datasets.

Minseok Son, Inyong Koo, Jinyoung Park

2025-02-14T20:31:12+00:00 ― 6 min read

Computers and Society Predicting Student Success with Short-Term Data

Using technology data to forecast student performance before exams.

Ge Gao, Amelia Leon, Andrea Jetten

2025-02-14T18:54:54+00:00 ― 7 min read

Instrumentation and Methods for Astrophysics Machine Learning Boosts South Pole Telescope Accuracy

ML enhances pointing precision at the South Pole Telescope for better cosmic observations.

P. M. Chichura, A. Rahlin, A. J. Anderson

2025-02-14T14:18:22+00:00 ― 6 min read

Machine Learning LocalMAP: A New Approach to Data Clustering

LocalMAP helps simplify complex datasets into clearer clusters for better analysis.

Yingfan Wang, Yiyang Sun, Haiyang Huang

2025-02-14T13:17:51+00:00 ― 7 min read

Computer Vision and Pattern Recognition Teaching Machines to Understand Images

Researchers enhance AI’s ability to interpret images through better training data.

Austin Stone, Hagen Soltau, Robert Geirhos

2025-02-14T10:53:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Mixing Visual Concepts: A New Path in Data Augmentation

Learn how MVC enhances image generation and data diversity.

Abdullah Al Rahat, Hemanth Venkateswara

2025-02-14T05:16:21+00:00 ― 9 min read

Computer Vision and Pattern Recognition Drones and Machine Learning: A New Rescue Era

Drones are changing search and rescue with smart object detection technology.

Aneesha Guna, Parth Ganeriwala, Siddhartha Bhattacharyya

2025-02-14T03:40:03+00:00 ― 8 min read

Machine Learning New Method to Combat Jamming Attacks in UAVs

Researchers develop a smart solution for detecting jamming attacks on drones.

Joseanne Viana, Hamed Farkhari, Pedro Sebastiao

2025-02-14T02:03:45+00:00 ― 8 min read

Machine Learning Collaborative Machine Learning: Harnessing Team Efforts for Progress

CML combines resources to improve machine learning while addressing fairness and transparency.

Bingchen Wang, Zhaoxuan Wu, Fusheng Liu

2025-02-14T01:34:48+00:00 ― 7 min read

Signal Processing Boosting mmWave Communication Reliability

A new method predicts blockages in mmWave communication for improved connectivity.

Rafaela Scaciota, Malith Gallage, Sumudu Samarakoon

2025-02-14T01:17:24+00:00 ― 5 min read

Machine Learning Mastering Small Language Models: Fine-Tuning Guide

Learn how to effectively fine-tune small language models with practical strategies.

Aldo Pareja, Nikhil Shivakumar Nayak, Hao Wang

2025-02-14T01:13:50+00:00 ― 6 min read

Cryptography and Security Revolutionizing Encrypted Traffic Classification with MIETT

MIETT uses advanced techniques for efficient encrypted traffic classification.

Xu-Yang Chen, Lu Han, De-Chuan Zhan

2025-02-13T23:39:18+00:00 ― 6 min read

Artificial Intelligence Revolutionizing AI with Scale-Invariant Memory

A new memory type boosts AI learning and decision-making capabilities.

Md Rysul Kabir, James Mochizuki-Freeman, Zoran Tiganj

2025-02-13T20:26:42+00:00 ― 7 min read

Machine Learning The Rise of Posterior Mean Matching

Discover how PMM empowers machines in creativity and data generation.

Sebastian Salazar, Michal Kucer, Yixin Wang

2025-02-13T20:08:39+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing AI with 4D Video Learning

Discover how machines learn from videos to understand movement and depth.

João Carreira, Dilara Gokay, Michael King

2025-02-13T18:50:24+00:00 ― 7 min read

Computation and Language Advancements in Multimodal AI Models

New framework improves text and image model integration for enhanced performance.

Weijia Shi, Xiaochuang Han, Chunting Zhou

2025-02-13T14:01:30+00:00 ― 5 min read

Computer Vision and Pattern Recognition Jet: A New Era in Image Generation

Discover how Jet transforms noise into stunning images effortlessly.

Alexander Kolesnikov, André Susano Pinto, Michael Tschannen

2025-02-13T10:00:45+00:00 ― 8 min read

Econometrics Decoding Machine Learning Predictions in Economics

Learn how machine learning helps interpret economic forecasts using history.

Philippe Goulet Coulombe, Maximilian Goebel, Karin Klieber

2025-02-13T09:58:17+00:00 ― 7 min read

Neural and Evolutionary Computing Advancements in Language Models through In-Context Learning

Discover how new models enhance language learning and performance.

Thomas F Burns, Tomoki Fukai, Christopher J Earls

2025-02-13T06:00:00+00:00 ― 5 min read

Robotics Robots Learn to Think: New Model Connects Vision and Action

A new model helps robots blend vision with action for improved manipulation skills.

Yang Tian, Sizhe Yang, Jia Zeng

2025-02-13T05:11:51+00:00 ― 5 min read

Machine Learning Improving Machine Learning with Importance Sampling

Learn how importance sampling addresses data mismatches in machine learning.

Hongyu Shen, Zhizhen Zhao

2025-02-13T04:53:06+00:00 ― 6 min read

Computation and Language ConfliBERT: A New Era in Political Analysis

ConfliBERT streamlines analysis of political conflicts with speed and accuracy.

Patrick T. Brandt, Sultan Alsarra, Vito J. D`Orazio

2025-02-13T01:11:06+00:00 ― 6 min read

Neural and Evolutionary Computing Neuromorphic Computing: A Smart Future

Discover how neuromorphic computing is changing the way machines learn and process information.

Béna Gabriel, Wunderlich Timo, Akl Mahmoud

2025-02-12T21:10:21+00:00 ― 6 min read

Machine Learning Federated Learning: Privacy-Preserving Collaboration in AI

Federated Learning enables model training while keeping user data private and secure.

Ozgu Goksu, Nicolas Pugeault

2025-02-12T20:22:12+00:00 ― 7 min read

Machine Learning Detecting Harmful Shifts in Machine Learning Models

A new approach to identify data shifts without requiring labels.

Salim I. Amoukou, Tom Bewley, Saumitra Mishra

2025-02-12T18:42:44+00:00 ― 7 min read

Computation and Language Cleaning Up Noise: Fine-Tuning AI Models

Learn how to enhance AI performance by managing noisy data.

Junyu Luo, Xiao Luo, Kaize Ding

2025-02-12T10:44:24+00:00 ― 6 min read