Machine Learning

Quantum Physics Quantum Leap in Loan Eligibility Prediction

New quantum methods improve loan eligibility predictions with high accuracy.

Nouhaila Innan, Alberto Marchisio, Mohamed Bennai

2025-04-07T09:02:08+00:00 ― 7 min read

Machine Learning Synthetic Data: A New Hope for Healthcare Research

Synthetic data offers a solution to patient data privacy challenges in medical research.

Margaux Tornqvist, Jean-Daniel Zucker, Tristan Fauvel

2025-04-07T06:45:54+00:00 ― 7 min read

Machine Learning Avoiding Shortcuts in Machine Learning

This article examines shortcut learning issues in machine learning and how to address them.

David Steinmann, Felix Divo, Maurice Kraus

2025-04-07T05:57:45+00:00 ― 7 min read

Machine Learning Revolutionizing Two-Sample Testing with Semi-Supervised Learning

Learn how SSL-C2ST enhances two-sample testing for better data analysis.

Xunye Tian, Liuhua Peng, Zhijian Zhou

2025-04-07T04:28:56+00:00 ― 6 min read

Computer Vision and Pattern Recognition Personalized Image Generation: A New Wave

Discover how LoRA technology transforms image creation.

Donald Shenaj, Ondrej Bohdal, Mete Ozay

2025-04-07T03:33:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving AI Clarity with Squeeze-and-Excitation Blocks

New method enhances understanding of deep learning model decisions.

Tiago Roxo, Joana C. Costa, Pedro R. M. Inácio

2025-04-07T01:08:51+00:00 ― 8 min read

Machine Learning The Role of Neuronal Diversity in Brain Function

Exploring how different neurons enhance brain performance and influence machine learning.

Arash Golmohammadi, Christian Tetzlaff

2025-04-06T23:32:33+00:00 ― 6 min read

Machine Learning Optimizing Particle-Based Methods in Statistics

Learn how OPAD and OPAD+ enhance particle-based approximations in various fields.

Hadi Mohasel Afshar, Gilad Francis, Sally Cripps

2025-04-06T23:23:45+00:00 ― 6 min read

Machine Learning Transformers Tackle Maze Challenge: New Insights

Researchers explore how transformers can effectively navigate complex mazes.

Niklas Nolte, Ouail Kitouni, Adina Williams

2025-04-06T22:44:24+00:00 ― 4 min read

Information Theory The Future of Wireless AI Models

Discover how WLAM is transforming technology and our daily lives.

Zhaohui Yang, Wei Xu, Le Liang

2025-04-06T20:40:50+00:00 ― 7 min read

Robotics Keeping Robots Running: Predicting Lifespan

Learn how to predict robot performance and lifespan with effective monitoring.

Ayush Mohanty, Jason Dekarske, Stephen K. Robinson

2025-04-06T18:18:34+00:00 ― 6 min read

Analysis of PDEs Simplifying Complex Dynamics with Autoencoders

A new model streamlines population dynamics, helping researchers predict changes effectively.

Kanav Singh Rana, Nitu Kumari

2025-04-06T18:01:00+00:00 ― 6 min read

Machine Learning The Hidden Threat of Backdoor Attacks in Machine Learning

Exploring the risks of backdoor attacks in machine learning and their implications.

ZeinabSadat Taghavi, Hossein Mirzaei

2025-04-06T09:05:51+00:00 ― 7 min read

Machine Learning Advancing Urban Mobility with Synthetic Data

New methods enhance urban mobility insights while protecting privacy.

Yuheng Zhang, Yuan Yuan, Jingtao Ding

2025-04-06T08:17:42+00:00 ― 8 min read

Machine Learning Harnessing Wind Power: Forecasting Challenges

Discover how forecasting affects wind energy generation and grid stability.

Stefan Meisenbacher, Silas Aaron Selzer, Mehdi Dado

2025-04-06T08:08:12+00:00 ― 5 min read

Machine Learning Smart Grids: The Future of Energy Forecasting

A new method improves energy forecasting for better efficiency and sustainability.

Stefan Meisenbacher, Kaleb Phipps, Oskar Taubert

2025-04-06T03:03:01+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Surgery with HOLa and Augmented Reality

HOLa streamlines object labeling in surgery, enhancing efficiency and precision.

Michael Schwimmbeck, Serouj Khajarian, Konstantin Holzapfel

2025-04-06T02:40:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Breaking Down Video Decomposition: The Future of Editing

Learn how video decomposition transforms editing for creators and filmmakers.

Gaurav Shrivastava, Ser-Nam Lim, Abhinav Shrivastava

2025-04-05T23:28:03+00:00 ― 6 min read

Machine Learning Teaching Computers to Learn Complex Patterns

Researchers tackle the challenges of high-degree parities in computer learning.

Emmanuel Abbe, Elisabetta Cornacchia, Jan Hązła

2025-04-05T20:15:27+00:00 ― 4 min read

Computer Vision and Pattern Recognition EACO: A New Approach to AI Accuracy

EACO reduces AI errors and enhances reasoning for better performance.

Yongxin Wang, Meng Cao, Haokun Lin

2025-04-05T19:27:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Tackling Noisy Data in Machine Learning

Learn how a hybrid approach improves machine learning models with noisy labels.

Gouranga Bala, Anuj Gupta, Subrat Kumar Behera

2025-04-05T18:39:09+00:00 ― 6 min read

Machine Learning Revolutionizing Birth Asphyxia Detection with Technology

HumekaFL offers a new way to detect birth asphyxia, saving lives.

Pamely Zantou, Blessed Guda, Bereket Retta

2025-04-05T15:18:00+00:00 ― 5 min read

Robotics Smart Robots Learn Human Preferences with Less Feedback

Robots now grasp human preferences with minimal feedback, making learning efficient.

Ran Tian, Yilin Wu, Chenfeng Xu

2025-04-05T14:38:24+00:00 ― 8 min read

Machine Learning Introducing the Wavelet Diffusion Neural Operator

A new method improves simulation and control of complex systems with abrupt changes.

Peiyan Hu, Rui Wang, Xiang Zheng

2025-04-05T13:50:15+00:00 ― 6 min read

Machine Learning Revolutionizing Wireless Sensing with CCS

CCS transforms wireless sensing by keeping data safe and adapting to user needs.

Qunhang Fu, Fei Wang, Mengdie Zhu

2025-04-05T12:13:57+00:00 ― 6 min read

Machine Learning Harnessing LLMs for Accurate Time Series Forecasting

Discover a new method to improve time series predictions using Large Language Models.

Jayanie Bogahawatte, Sachith Seneviratne, Maneesha Perera

2025-04-05T11:25:48+00:00 ― 7 min read

Machine Learning Balancing Privacy and Fairness in Data Analysis

Discover methods for maintaining privacy while ensuring fairness in data science.

Chunyang Liao, Deanna Needell, Alexander Xue

2025-04-05T08:13:12+00:00 ― 7 min read

Machine Learning The Hidden Challenges of Knowledge Graphs

Anomalies in knowledge graphs can mislead digital services.

Asara Senaratne, Peter Christen, Pouya Omran

2025-04-05T06:36:54+00:00 ― 6 min read

Machine Learning IterNorm: Transforming Data Normalization in AI

Discover how IterNorm improves data normalization for efficient AI language models.

ChangMin Ye, Yonguk Sim, Youngchae Kim

2025-04-05T05:48:45+00:00 ― 7 min read

Artificial Intelligence Training AI Agents to Follow Instructions

Researchers are improving how AI agents understand complex instructions using multiple data types.

Shaofei Cai, Bowei Zhang, Zihao Wang

2025-04-05T05:00:36+00:00 ― 7 min read

Machine Learning Keeping Language Models Safe: A New Method

Discover how classifier-free guidance improves language model safety and performance.

Roman Smirnov

2025-04-05T03:24:18+00:00 ― 6 min read

Computation and Language Welcome Moxin-7B: The Open-Source Language Model

Moxin-7B offers transparent, powerful language processing for everyone.

Pu Zhao, Xuan Shen, Zhenglun Kong

2025-04-05T02:36:09+00:00 ― 9 min read

Machine Learning Revolutionizing Physics with POU-PINNs

New neural network method transforms our understanding of complex physical interactions.

Arturo Rodriguez, Ashesh Chattopadhyay, Piyush Kumar

2025-04-05T01:48:00+00:00 ― 7 min read

Machine Learning Making Sense of Machine Learning Decisions

Unlocking the secrets of variable importance in machine learning models.

Zexuan Sun, Garvesh Raskutti

2025-04-05T01:37:06+00:00 ― 6 min read

Machine Learning Fashion's Future: Predicting Sales with MDiFF

MDiFF offers a smarter way to forecast fashion sales and reduce waste.

Andrea Avogaro, Luigi Capogrosso, Franco Fummi

2025-04-05T00:59:51+00:00 ― 8 min read

Machine Learning From Ancient Motifs to Modern Innovations

Exploring how Indian architecture inspires new engineering materials.

Bishakh Bhattacharya, Tanuj Gupta, Arun Kumar Sharma

2025-04-05T00:29:42+00:00 ― 5 min read

Machine Learning REGE: A New Era in Graph Analysis

REGE transforms how we understand graphs by addressing uncertainty and enhancing model reliability.

Zohair Shafi, Germans Savcisens, Tina Eliassi-Rad

2025-04-04T16:10:12+00:00 ― 7 min read

Machine Learning Keeping Federated Learning Clients Honest

A look at strategies for fair play in federated learning.

Dimitar Chakarov, Nikita Tsoy, Kristian Minchev

2025-04-04T15:26:44+00:00 ― 6 min read

Artificial Intelligence AI Agents: A New Era in Action

Researchers teach AI to understand simple commands for real-world actions.

Harshit Sikchi, Siddhant Agarwal, Pranaya Jajoo

2025-04-04T12:09:27+00:00 ― 7 min read

Computation and Language Bridging the Knowledge Gap: Hindi Wikipedia's Transformation

Improving Hindi Wikipedia to enrich knowledge access for Hindi speakers.

Paramita Das, Amartya Roy, Ritabrata Chakraborty

2025-04-04T10:33:09+00:00 ― 5 min read

Computer Science - Machine Learning