Computer Science - Machine Learning

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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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 5, 2025 ― 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

Apr 4, 2025 ― 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

Apr 4, 2025 ― 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

Apr 4, 2025 ― 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

Apr 4, 2025 ― 5 min read

Machine Learning The Quirks of Language Models: What You Need to Know

Learn how small changes in input affect language model responses.

Paulius Rauba, Qiyao Wei, Mihaela van der Schaar

Apr 4, 2025 ― 7 min read

Neural and Evolutionary Computing Decoding Neural Networks: A Clearer View

Unlocking the secrets behind neural networks' decisions made easy.

Deepshikha Bhati, Fnu Neha, Md Amiruzzaman

Apr 4, 2025 ― 8 min read

Machine Learning Revolutionizing Data Processing with Gradient Flow Encoding

A new method that efficiently simplifies complex data for better results.

Kyriakos Flouris, Anna Volokitin, Gustav Bredell

Apr 4, 2025 ― 7 min read

Machine Learning Spotting Anomalies with Hypergraphs

Learn how hypergraphs can identify unusual patterns in complex data.

Md. Tanvir Alam, Chowdhury Farhan Ahmed, Carson K. Leung

Apr 4, 2025 ― 6 min read

Computer Vision and Pattern Recognition Privacy Risks in Deep Learning Models

Evaluating hidden outputs to protect sensitive data in AI systems.

Tao Huang, Qingyu Huang, Jiayang Meng

Apr 4, 2025 ― 6 min read

Machine Learning Revolutionizing Robot Learning with IDRL

A new method helps robots learn effectively despite delays.

Simon Sinong Zhan, Qingyuan Wu, Zhian Ruan

Apr 3, 2025 ― 6 min read

Artificial Intelligence AI Showdown: Language Models vs. Neuro-Symbolic Reasoning

Researchers compare LLMs and neuro-symbolic systems in solving Raven's Progressive Matrices.

Michael Hersche, Giacomo Camposampiero, Roger Wattenhofer

Apr 3, 2025 ― 5 min read

Computer Vision and Pattern Recognition Fashion's Future: Smarter Sales Predictions

Discover how predictive models transform fast fashion sustainability.

Andrea Avogaro, Luigi Capogrosso, Franco Fummi

Apr 3, 2025 ― 7 min read

Computational Complexity Unlocking the Secrets of Modern Hopfield Networks

A closer look at how MHNs can enhance machine learning.

Xiaoyu Li, Yuanpeng Li, Yingyu Liang

Apr 3, 2025 ― 6 min read

Computation and Language Rethinking Language Model Evaluations: The Benchmark Issue

An in-depth look at current flaws in language model evaluations.

Sourav Banerjee, Ayushi Agarwal, Eishkaran Singh

Apr 3, 2025 ― 7 min read

Computer Vision and Pattern Recognition Machines Learning to Navigate with Language

Research focuses on teaching machines to follow spoken and written navigation instructions.

Gengze Zhou, Yicong Hong, Zun Wang

Apr 3, 2025 ― 6 min read

Robotics Robots at Home: The Future of Chores

Robotic technology is evolving to assist with everyday household tasks.

Arth Shukla, Stone Tao, Hao Su

Apr 3, 2025 ― 7 min read

Machine Learning Revolutionizing Particle Physics: Quantum Meets Simulation

A new approach combines quantum computing and deep learning to enhance particle simulations.

Ian Lu, Hao Jia, Sebastian Gonzalez

Apr 3, 2025 ― 5 min read

Computers and Society Revolutionizing ADHD Diagnosis with EEG and AI

New methods using brain data aim to improve ADHD diagnosis accuracy.

Medha Pappula, Syed Muhammad Anwar

Apr 3, 2025 ― 7 min read

Machine Learning Unlocking the Future with Koopman Autoencoders

Explore how Koopman autoencoders predict complex system behavior over time.

Dustin Enyeart, Guang Lin

Apr 3, 2025 ― 6 min read

Numerical Analysis Deep Operator BSDE: A Game Changer in Financial Predictions

A new method combines neural networks with BSDEs for better financial insights.

Giulia Di Nunno, Pere Díaz Lozano

Apr 3, 2025 ― 6 min read

Machine Learning Tube Loss: A Game Changer for Predictions

Discover how Tube Loss improves prediction intervals across various fields.

Pritam Anand, Tathagata Bandyopadhyay, Suresh Chandra

Apr 3, 2025 ― 5 min read

Medical Physics Revolutionizing PET Imaging with New Techniques

A new method enhances PET image quality and reduces complexity for doctors.

George Webber, Yuya Mizuno, Oliver D. Howes

Apr 3, 2025 ― 6 min read

Machine Learning GL-Fusion: Bridging Graphs and Language

Discover how GL-Fusion combines Graph Neural Networks and Large Language Models for advanced AI solutions.

Haotong Yang, Xiyuan Wang, Qian Tao

Apr 3, 2025 ― 7 min read

Machine Learning Innovative Method Predicts Muscle Forces Using AI

A new approach combines physics and AI to predict muscle forces without extensive labeled data.

Shuhao Ma, Jie Zhang, Chaoyang Shi

Apr 3, 2025 ― 8 min read

Machine Learning Flood Resilience in Tehran: Using Machine Learning

Exploring smart strategies to enhance urban flood preparedness in Tehran.

Mahla Ardebili Pour, Mohammad B. Ghiasi, Ali Karkehabadi

Apr 3, 2025 ― 6 min read

Cryptography and Security Harnessing PU and NU Learning in Cybersecurity

Learn how PU and NU Learning enhance cybersecurity measures against hidden threats.

Robert Dilworth, Charan Gudla

Apr 3, 2025 ― 6 min read

Machine Learning Adaptive Resolution Residual Networks: A Game Changer in AI

ARReNets adapt to varying signal resolutions for improved machine performance.

Léa Demeule, Mahtab Sandhu, Glen Berseth

Apr 3, 2025 ― 7 min read