Computer Science - Machine Learning

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Machine Learning MultiQ-NLP: Bridging Language and Images with Quantum Computing

A new framework merges text and images using the power of quantum technology.

Hala Hawashin, Mehrnoosh Sadrzadeh

2025-05-29T15:27:27+00:00 ― 8 min read

Machine Learning Adapting Reinforcement Learning with Approximately Equivariant Methods

Exploring how new techniques enhance adaptability in reinforcement learning systems.

Jung Yeon Park, Sujay Bhatt, Sihan Zeng

2025-05-29T15:14:24+00:00 ― 5 min read

Image and Video Processing Addressing the Long Tail Problem in Medical Imaging

Using One-Shot GANs to improve detection of rare diseases in medical imaging.

Kunal Deo, Deval Mehta, Kshitij Jadhav

2025-05-29T15:10:04+00:00 ― 6 min read

Computer Vision and Pattern Recognition WiFlexFormer: A New Era in WiFi-Based Human Sensing

WiFlexFormer uses WiFi signals to recognize human activities without intrusive methods.

Julian Strohmayer, Matthias Wödlinger, Martin Kampel

2025-05-29T15:01:21+00:00 ― 5 min read

Machine Learning Advancements in Transfer Learning Techniques

Exploring effective strategies for hyperparameter selection in transfer learning.

Koki Okajima, Tomoyuki Obuchi

2025-05-29T14:58:42+00:00 ― 5 min read

Machine Learning Introducing PACE: A New Model in Molecular Dynamics

PACE improves predictions of atomic interactions using advanced techniques.

Zhao Xu, Haiyang Yu, Montgomery Bohde

2025-05-29T14:48:18+00:00 ― 5 min read

Machine Learning Data Collection Strategies in Modern Science

Exploring effective methods for data gathering in various scientific fields.

Yonatan Kurniawan, Tracianne B. Neilsen, Benjamin L. Francis

2025-05-29T14:12:27+00:00 ― 7 min read

Earth and Planetary Astrophysics How AI is Changing Asteroid Temperature Studies

DeepONet revolutionizes asteroid research by predicting surface temperatures rapidly.

Shunjing Zhao, Hanlun Lei, Xian Shi

2025-05-29T13:59:30+00:00 ― 6 min read

Sound Changing Voices: The Voice Conversion Process

Learn how voice conversion works and its exciting applications.

Arip Asadulaev, Rostislav Korst, Vitalii Shutov

2025-05-29T13:49:53+00:00 ― 4 min read

Machine Learning Balancing Fairness and Performance in Machine Learning

A new method offers a simpler way to compute fairness-performance balance in machine learning.

Mark Kozdoba, Binyamin Perets, Shie Mannor

2025-05-29T13:36:04+00:00 ― 6 min read

Computational Physics Understanding the 3D Ising Model and Critical Exponents

Exploring the 3D Ising model and how critical exponents characterize phase transitions.

Timothy A. Burt

2025-05-29T13:33:36+00:00 ― 5 min read

High Energy Physics - Phenomenology Advancements in Particle Physics Data Analysis

Scientists use innovative techniques to improve particle data analysis.

Anja Butter, Sascha Diefenbacher, Nathan Huetsch

2025-05-29T13:07:42+00:00 ― 7 min read

Machine Learning Adapting Neural Networks to Changing Data

A new approach helps neural networks learn from shifting data without forgetting past knowledge.

Alexandre Galashov, Michalis K. Titsias, András György

2025-05-29T13:03:54+00:00 ― 5 min read

Geophysics Seismic Signals Reveal Secrets of Greenland's Fjords

Scientists link seismic signals to mega-tsunamis in Greenland's Dickson Fjord.

Thomas Monahan, Tianning Tang, Stephen Roberts

2025-05-29T12:54:45+00:00 ― 7 min read

Quantum Physics Reimagining Learning with Quantum Insights

A fresh perspective on machine learning through quantum techniques and data processing.

Nathan Haboury, Mo Kordzanganeh, Alexey Melnikov

2025-05-29T12:41:48+00:00 ― 6 min read

Chemical Physics The Role of Surfactants and Machine Learning in Cleaning Products

Learn how surfactants and GNNs improve cleaning product development.

Christoforos Brozos, Jan G. Rittig, Elie Akanny

2025-05-29T12:28:51+00:00 ― 5 min read

Machine Learning A Bayesian Approach to Change Point Detection in Hawkes Processes

This article presents a new method for identifying changes in event data.

Zeyue Zhang, Xiaoling Lu, Feng Zhou

2025-05-29T12:13:26+00:00 ― 5 min read

Machine Learning In-Context Learning: Model Comparisons and Insights

A study on different models' abilities in In-Context Learning.

Ryan Campbell, Nelson Lojo, Kesava Viswanadha

2025-05-29T10:27:18+00:00 ― 6 min read

Quantitative Methods The Rise of ChaRNABERT in RNA Research

ChaRNABERT promises to revolutionize RNA modeling and treatment development.

Adrián Morales-Pastor, Raquel Vázquez-Reza, Miłosz Wieczór

2025-05-29T10:15:00+00:00 ― 5 min read

Machine Learning Addressing Missing Data in Electronic Health Records

A look at the challenges of missing data in EHRs and methods to improve them.

Joseph Arul Raj, Linglong Qian, Zina Ibrahim

2025-05-29T10:14:15+00:00 ― 9 min read

Machine Learning Improving Data Sampling for Complex Patterns

A new method to efficiently sample complex data streams.

Lamine Diop, Marc Plantevit, Arnaud Soulet

2025-05-29T09:31:52+00:00 ― 7 min read

Machine Learning Machine Learning Boosts Calorimeter Calibration

This article explores how machine learning enhances calorimeter calibration for particle physics.

S. Ali, A. S. Ryzhikov, D. A. Derkach

2025-05-29T08:55:57+00:00 ― 7 min read

Computation and Language The Role of Polynomial Composition Activations in Machine Learning

Discover the impact of PolyCom on neural networks and their performance.

Zhijian Zhuo, Ya Wang, Yutao Zeng

2025-05-29T08:29:51+00:00 ― 6 min read

Signal Processing Improving ECG Analysis with a New Dataset

A better dataset enhances ECG analysis for heart health.

Ahmed. S Benmessaoud, Farida Medjani, Yahia Bousseloub

2025-05-29T08:29:09+00:00 ― 8 min read

Computation and Language Improving Medical Language Models with Knowledge Graphs

Using knowledge graphs to enhance medical question answering models.

Laura Cabello, Carmen Martin-Turrero, Uchenna Akujuobi

2025-05-29T08:16:48+00:00 ― 6 min read

Multiagent Systems Introducing Customizable Multi-Agent Environments

Discover how new environments reshape agent interactions and cooperation in AI.

Yizhe Huang, Xingbo Wang, Hao Liu

2025-05-29T07:50:42+00:00 ― 6 min read

Signal Processing Managing Challenges in LEO Satellite Communication

This article discusses solutions for LEO satellite service challenges through Digital Twin technology.

Ruili Zhao, Jun Cai, Jiangtao Luo

2025-05-29T07:08:58+00:00 ― 5 min read

Artificial Intelligence BTR: A New Era in Deep Reinforcement Learning

BTR advances RL, enabling better video game performance on standard PCs.

Tyler Clark, Mark Towers, Christine Evers

2025-05-29T06:58:30+00:00 ― 7 min read

Computer Science and Game Theory Understanding the Dynamics of Differential Games

An exploration of strategies in differential games and their real-world applications.

Nanxiang Zhou, Jing Dong, Yutian Li

2025-05-29T06:32:24+00:00 ― 6 min read

Machine Learning Addressing Label Shift in Federated Learning

A new method improves model performance amid varying data distributions.

Edvin Listo Zec, Adam Breitholtz, Fredrik D. Johansson

2025-05-29T06:19:21+00:00 ― 7 min read

Artificial Intelligence Multimodal AI: The Future of Healthcare Decision-Making

A look at how multimodal AI is changing the landscape of medical decisions.

Daan Schouten, Giulia Nicoletti, Bas Dille

2025-05-29T05:40:12+00:00 ― 7 min read

Computation and Language ArtELingo-28: Bridging Cultures through Art

A project providing artwork descriptions in 28 languages for broader engagement.

Youssef Mohamed, Runjia Li, Ibrahim Said Ahmad

2025-05-29T05:27:09+00:00 ― 5 min read

Machine Learning Identifying Content and Style in Unaligned Data

A new method to distinguish content and style in diverse data domains.

Sagar Shrestha, Xiao Fu

2025-05-29T05:14:06+00:00 ― 7 min read

Machine Learning Simplifying Symbolic Regression with MDLformer

A new method for finding mathematical formulas using minimum description length.

Zihan Yu, Jingtao Ding, Yong Li

2025-05-29T05:01:03+00:00 ― 6 min read

Machine Learning A Smarter Way for Computers to Learn Together

This method improves how computers share knowledge for better learning.

Yoni Choukroun, Shlomi Azoulay, Pavel Kisilev

2025-05-29T04:48:00+00:00 ― 5 min read

Machine Learning Innovative Solutions for Safe Invoice Processing

Researchers develop methods to teach computers to process invoices while protecting privacy.

Marlon Tobaben, Mohamed Ali Souibgui, Rubèn Tito

2025-05-29T04:34:57+00:00 ― 6 min read

Machine Learning PropNEAT: A New Take on Neural Networks

PropNEAT improves neural networks by speeding up training and handling complex data efficiently.

Michael Merry, Patricia Riddle, Jim Warren

2025-05-29T04:21:54+00:00 ― 5 min read

Machine Learning Adapting Models to New Challenges in Machine Learning

Learn how test-time adaptation helps machine learning models face unexpected data changes.

Zehao Xiao, Cees G. M. Snoek

2025-05-29T03:16:39+00:00 ― 9 min read

Signal Processing Improving Brain-Computer Interfaces with EEG Signals

New methods to filter EEG signals enhance brain-computer interface performance.

Hyeon-Taek Han, Dae-Hyeok Lee, Heon-Gyu Kwak

2025-05-29T03:08:25+00:00 ― 5 min read

Machine Learning Balancing Data Use with Privacy and Trust

Federated Learning and Explainable AI ensure safe and clear data practices.

Luis M. Lopez-Ramos, Florian Leiser, Aditya Rastogi

2025-05-29T02:11:24+00:00 ― 6 min read