Latest Articles for Machine Learning

Computation and Language Gender Dynamics in Translation Challenges

Exploring how gender influences language translation and machine learning.

Hillary Dawkins, Isar Nejadgholi, Chi-kiu Lo

2025-05-27T00:36:00+00:00 ― 6 min read

Artificial Intelligence Transforming Knowledge Representation with TransEQ

TransEQ merges structure and details for better knowledge representation.

Yu Liu, Shu Yang, Jingtao Ding

2025-05-27T00:22:57+00:00 ― 6 min read

Image and Video Processing Improving Patient Care with Advanced Image Analysis

New methods help doctors detect subtle health changes in medical images.

Gautam Gare, Jana Armouti, Nikhil Madaan

2025-05-27T00:21:27+00:00 ― 4 min read

Metric Geometry Understanding Relaxed Gromov-Wasserstein Distances

An overview of relaxed Gromov-Wasserstein distances and their applications.

Jannatul Chhoa, Michael Ivanitskiy, Fushuai Jiang

2025-05-26T23:49:12+00:00 ― 6 min read

Machine Learning Enhancing Robot Learning with Time Awareness

New methods help robots learn from past and future experiences effectively.

Jianda Chen, Wen Zheng Terence Ng, Zichen Chen

2025-05-26T23:43:48+00:00 ― 6 min read

Machine Learning Enhancing Decision-Making Through Task Knowledge Transfer

A new method improves performance by sharing insights between similar tasks.

NR Rahul, Vaibhav Katewa

2025-05-26T23:37:34+00:00 ― 5 min read

Databases Improving High-Dimensional Searches with a New Approach

A novel method enhances AKNN searches for better speed and accuracy.

Mingyu Yang, Wentao Li, Wei Wang

2025-05-26T23:04:39+00:00 ― 5 min read

Machine Learning Making Large Language Models Smaller and Faster

Learn how quantization helps optimize large language models for everyday use.

Jahid Hasan

2025-05-26T20:28:03+00:00 ― 5 min read

Representation Theory The Cayley Transform: A Key Tool in Mathematics

Explore the significance of the Cayley transform in Lie group representations.

Jingyu Lu, Ke Ye

2025-05-26T20:12:47+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advances in Semi-Supervised Domain Adaptation

A novel approach enhances model learning from varied image data.

Xinyang Huang, Chuang Zhu, Bowen Zhang

2025-05-26T18:30:36+00:00 ― 7 min read

Computation and Language Improving Knowledge Graph Completion with a New Framework

A framework combining structural and semantic information enhances knowledge graph completion.

Qiao Qiao, Yuepei Li, Qing Wang

2025-05-26T18:17:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition Understanding Vision-Language Models: A Deep Dive

An overview of training vision-language models and their significance.

Clayton Fields, Casey Kennington

2025-05-26T17:51:27+00:00 ― 7 min read

Machine Learning Advancements in Few-Shot Class Incremental Learning

This article discusses the role of graphs in few-shot class incremental learning.

Yayong Li, Peyman Moghadam, Can Peng

2025-05-26T17:25:21+00:00 ― 4 min read

Computer Vision and Pattern Recognition Teaching Robot Cars to Navigate Tough Terrain

Learn how scientists are training robot cars to drive safely off-road.

Deegan Atha, Xianmei Lei, Shehryar Khattak

2025-05-26T17:12:18+00:00 ― 7 min read

Optimization and Control Smart Steps in Gradient Descent

Learn how online scaling improves gradient descent efficiency.

Wenzhi Gao, Ya-Chi Chu, Yinyu Ye

2025-05-26T16:36:22+00:00 ― 6 min read

Machine Learning The Privacy Potential of Spiking Neural Networks

Research shows SNNs may enhance data privacy over traditional models.

Ayana Moshruba, Ihsen Alouani, Maryam Parsa

2025-05-26T16:20:06+00:00 ― 6 min read

Computational Engineering, Finance, and Science Advancing Composite Materials with Machine Learning

A new model enhances predictions of composite material properties.

Ting-Ju Wei, Chuin-Shan, Chen

2025-05-26T15:27:54+00:00 ― 6 min read

Instrumentation and Methods for Astrophysics Introducing SpectraFM: A New Approach to Star Data

SpectraFM combines synthetic training with real data for smarter star analysis.

Nolan Koblischke, Jo Bovy

2025-05-26T14:33:03+00:00 ― 6 min read

Artificial Intelligence Rethinking Human-Like Intelligence in Robots

Examining the challenges of creating robots with human-like intelligence.

Michael Guerzhoy

2025-05-26T13:56:33+00:00 ― 6 min read

Neural and Evolutionary Computing Improving Software Quality with Defect Prediction

Learn how defect prediction can enhance software development processes.

Jiaxin Chen, Jinliang Ding, Kay Chen Tan

2025-05-26T13:43:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition Simplifying Image Segmentation with Superpixels

Learn how superpixel segmentation makes image analysis easier for machines.

Rémi Giraud, Michaël Clément

2025-05-26T13:17:24+00:00 ― 6 min read

Machine Learning Efficient Training of Large Language Models

A guide to speeding up large language model training with parallelism and memory management.

Kazuki Fujii, Kohei Watanabe, Rio Yokota

2025-05-26T13:04:21+00:00 ― 5 min read

Genomics Understanding Genetic Variants Through Advanced Models

Using machine learning to clarify the significance of genetic variants.

Youssef Boulaimen, Gabriele Fossi, Leila Outemzabet

2025-05-26T10:50:00+00:00 ― 6 min read

Machine Learning Rethinking Computer Learning: A New Method

A new approach improves how computers learn from experience.

Xingguo Chen, Yu Gong, Shangdong Yang

2025-05-26T10:40:48+00:00 ― 5 min read

Machine Learning Improving Language Models Through Self-Training

A new framework enhances reasoning in language models with quality rationales.

Jaehyeok Lee, Keisuke Sakaguchi, JinYeong Bak

2025-05-26T10:14:42+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancements in Multi-Object Tracking with PKF

PKF improves object tracking accuracy in complex environments.

Hanwen Cao, George J. Pappas, Nikolay Atanasov

2025-05-26T09:48:36+00:00 ― 5 min read

Computation and Language Streamlining Language Models for Efficiency

Reducing language model size without losing intelligence.

Sreeram Vennam, Anish Joishy, Ponnurangam Kumaraguru

2025-05-26T09:35:33+00:00 ― 6 min read

Robotics Teaching Robots to Walk: A New Approach

A fresh method helps robots learn to walk more effectively.

Martin Robert, Simon Brodeur, Francois Ferland

2025-05-26T08:56:24+00:00 ― 8 min read

Machine Learning Balancing Classifiers: The Art of Consensus

Discover the importance of classifier disagreement in improving model performance.

Hyunsuk Kim, Liam Hodgkinson, Ryan Theisen

2025-05-26T08:28:36+00:00 ― 7 min read

Computer Vision and Pattern Recognition Creating a Lightweight Xception Model for Edge Devices

A new version of Xception that works efficiently on limited devices.

Md Arid Hasan, Krishno Dey

2025-05-26T08:17:15+00:00 ― 8 min read

Applications Using Machine Learning to Predict Mortality in Older Adults

This study examines mortality prediction in older adults using a 1D-CNN model.

Marjan Qazvini

2025-05-26T07:05:58+00:00 ― 8 min read

Computer Vision and Pattern Recognition Advancing Visual Question Answering in Education

A new model enhances VQA by providing detailed explanations for educational content.

Jialu Li, Manish Kumar Thota, Ruslan Gokhman

2025-05-26T06:58:57+00:00 ― 6 min read

Machine Learning Introducing FM-TS: A New Era in Time Series Generation

FM-TS simplifies time series generation with speed and efficiency.

Yang Hu, Xiao Wang, Lirong Wu

2025-05-26T06:45:54+00:00 ― 8 min read

Machine Learning OneProt: Advancing Protein Research with Multi-Modal Data

OneProt combines various data types to enhance protein research efficiency.

Klemens Flöge, Srisruthi Udayakumar, Johanna Sommer

2025-05-26T06:04:20+00:00 ― 7 min read

Applications Predicting Non-Responses in ELSA COVID-19 Study

Using machine learning to analyze survey non-responses in older adults during the pandemic.

Marjan Qazvini

2025-05-26T05:43:20+00:00 ― 6 min read

Statistical Mechanics Machine Learning and Duality in Physics

Discover how machine learning reveals dual descriptions in lattice models.

Andrea E. V. Ferrari, Prateek Gupta, Nabil Iqbal

2025-05-26T05:42:06+00:00 ― 6 min read

Accelerator Physics Optimizing Particle Accelerators with Smart Algorithms

Research on algorithms aims to improve particle accelerator efficiency and performance.

Kishansingh Rajput, Malachi Schram, Auralee Edelen

2025-05-26T05:29:09+00:00 ― 8 min read

Multiagent Systems BudgetMLAgent: A Collaborative Approach to Machine Learning

BudgetMLAgent combines small models for cost-effective machine learning solutions.

Shubham Gandhi, Manasi Patwardhan, Lovekesh Vig

2025-05-26T05:01:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition KALE: A Smart Approach to Image Captions

KALE combines images with rich captions for better understanding.

Anas Awadalla, Le Xue, Manli Shu

2025-05-26T04:48:27+00:00 ― 6 min read

Machine Learning Understanding Deep Learning: Simplifying the Complex

A look at deep learning behaviors and their explanations.

Alan Jeffares, Alicia Curth, Mihaela van der Schaar

2025-05-26T04:20:42+00:00 ― 6 min read