Machine Learning

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 Revolutionizing Communication: The LaMI-GO Framework

Discover how LaMI-GO transforms communication by focusing on user needs.

Achintha Wijesinghe, Suchinthaka Wanninayaka, Weiwei Wang

2025-02-12T19:40:48+00:00 ― 4 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

Computer Vision and Pattern Recognition Transforming Photos into Lifelike 3D Avatars

Technology now turns single images into realistic 3D human models.

Yiyu Zhuang, Jiaxi Lv, Hao Wen

2025-02-12T14:45:09+00:00 ― 6 min read

Machine Learning Revolutionizing EEG Analysis with CwA-T

CwA-T offers a smarter way to analyze EEG signals for better brain health.

Youshen Zhao, Keiji Iramina

2025-02-12T14:44:42+00:00 ― 6 min read

Machine Learning Reconstructing 3D Structures from Blurry Images

Researchers use diffusion models to create clear 3D shapes from limited data.

Julian L. Möbius, Michael Habeck

2025-02-12T08:19:57+00:00 ― 8 min read

Machine Learning Revolutionizing Machine Learning: The Future of Adaptable AI

New methods in offline meta-reinforcement learning boost machine adaptability.

Mohammadreza nakhaei, Aidan Scannell, Joni Pajarinen

2025-02-12T04:19:12+00:00 ― 5 min read

Artificial Intelligence Accelerating AI with Answer Set Networks

Linking logic programming with neural networks for faster AI solutions.

Arseny Skryagin, Daniel Ochs, Phillip Deibert

2025-02-12T01:54:45+00:00 ― 6 min read

Machine Learning TWIG: A Smart Tool for Knowledge Graphs

TWIG transforms KGE analysis, enhancing predictions and simplifying setups.

Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan

2025-02-12T00:18:27+00:00 ― 7 min read

Image and Video Processing Improving Brain Tumor Segmentation with Innovative Techniques

New methods aim to enhance brain tumor segmentation, especially in low-resource areas.

Bijay Adhikari, Pratibha Kulung, Jakesh Bohaju

2025-02-11T23:56:24+00:00 ― 6 min read

Multiagent Systems Teaming Up: The Future of Multi-Agent Learning

Discover how agents work together to achieve common goals and share rewards.

Aditya Kapoor, Sushant Swamy, Kale-ab Tessera

2025-02-11T22:42:09+00:00 ― 6 min read

Computation and Language AI Revolutionizes Legal Aid in Palestine

AI chatbot offers legal guidance, making law accessible to all in Palestine.

Rabee Qasem, Mohannad Hendi, Banan Tantour

2025-02-11T21:05:51+00:00 ― 6 min read

Machine Learning Revolutionizing Regression: New Methods Unveiled

Discover innovative approaches to improve data analysis and accuracy.

Davide Maran, Marcello Restelli

2025-02-11T19:29:33+00:00 ― 5 min read

Machine Learning Achieving Fairness in Machine Learning

Explore how to ensure fairness in machine learning models for better decisions.

Avyukta Manjunatha Vummintala, Shantanu Das, Sujit Gujar

2025-02-11T17:53:15+00:00 ― 5 min read

Machine Learning Forecasting Demand in the Advertising World

Learn how Multi-Stage HiFoReAd improves demand forecasting accuracy for businesses.

Zhengchao Yang, Mithun Ghosh, Anish Saha

2025-02-11T17:05:06+00:00 ― 6 min read

Machine Learning ReMoE: A New Era in Machine Learning

ReMoE brings flexibility and efficiency to language models with dynamic expert selection.

Ziteng Wang, Jianfei Chen, Jun Zhu

2025-02-11T16:16:57+00:00 ― 7 min read

Machine Learning Revolutionizing Neural Networks with TAAFS

Discover how TAAFS improves neural networks for complex tasks.

Enji Li

2025-02-11T12:16:12+00:00 ― 5 min read

Computer Vision and Pattern Recognition Adaptive Prompt Tuning: A New Era in Few-Shot Learning

APT improves image and text recognition with limited examples.

Eric Brouwer, Jan Erik van Woerden, Gertjan Burghouts

2025-02-11T09:51:45+00:00 ― 7 min read

Image and Video Processing Tech Meets Medicine: Fighting H. Pylori

A new method may change how H. pylori is diagnosed.

Pau Cano, Eva Musulen, Debora Gil

2025-02-11T09:08:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Role of Topology in Image Segmentation

Exploring the importance of topology in efficient image segmentation methods.

Alexander H. Berger, Laurin Lux, Alexander Weers

2025-02-11T07:27:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Visual Information Extraction: Breaking Language Barriers

New model extracts information from images across languages effortlessly.

Huawen Shen, Gengluo Li, Jinwen Zhong

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

Cryptography and Security AIArena: The Future of AI Training

AIArena democratizes AI development, fostering collaboration and fairness through blockchain technology.

Zhipeng Wang, Rui Sun, Elizabeth Lui

2025-02-11T01:02:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Motion: A New Era in Animation

A groundbreaking framework for creating lifelike human motion using advanced technology.

Shunlin Lu, Jingbo Wang, Zeyu Lu

2025-02-11T00:13:57+00:00 ― 7 min read

Machine Learning Collaborative Learning for Robots

Robots learn to walk together using advanced methods without sharing sensitive data.

Ye Zhu, Xiaowen Gong

2025-02-10T23:25:48+00:00 ― 5 min read

Machine Learning Revolutionizing Topic Modeling with Graphs

Discover how graph-structured topic modeling improves document analysis.

Yeo Jin Jung, Claire Donnat

2025-02-10T20:56:05+00:00 ― 5 min read

Artificial Intelligence The Case for Reproducibility in AI Research

Why sharing data and code is key to reliable AI studies.

Odd Erik Gundersen, Odd Cappelen, Martin Mølnå

2025-02-10T20:13:12+00:00 ― 7 min read

Machine Learning Self-Correcting Language Models: A New Approach

Discover how language models can learn and adapt while avoiding harmful content.

Han Zhang, Zhuo Zhang, Yi Zhang

2025-02-10T15:24:18+00:00 ― 6 min read

Computation and Language Revolutionizing Emotion Recognition in Conversations

ConxGNN aims to improve how robots understand emotions during dialogue.

Cuong Tran Van, Thanh V. T. Tran, Van Nguyen

2025-02-10T14:36:09+00:00 ― 5 min read

Machine Learning Navigating the World of Temporal Heterophilic Graphs

Discover how connections evolve over time in complex networks.

Yuchen Yan, Yuzhong Chen, Huiyuan Chen

2025-02-10T13:48:00+00:00 ― 7 min read

Optimization and Control Mastering Feature Selection for Data Analysis

Learn about feature selection methods to enhance data analysis efficiency.

Xianchao Xiu, Chenyi Huang, Pan Shang

2025-02-10T11:24:00+00:00 ― 6 min read

Machine Learning Fairness in Deepfake Detection: A New Approach

Addressing biases in deepfake detection through innovative methods for fairness.

Uzoamaka Ezeakunne, Chrisantus Eze, Xiuwen Liu

2025-02-10T11:23:33+00:00 ― 7 min read

Optimization and Control Mastering Optimization: Your Guide to Finding the Best Solutions

Learn how to optimize resources and make better decisions in various scenarios.

Guanghui Lan, Tianjiao Li, Yangyang Xu

2025-02-10T10:45:43+00:00 ― 6 min read

Computation and Language NCVC-slm-1: A Game Changer in Medical Language Models

Introducing NCVC-slm-1, a specialized language model for the Japanese medical field.

Shogo Watanabe

2025-02-10T10:35:24+00:00 ― 6 min read

Artificial Intelligence AI and the Quest for Mathematical Constants

Researchers leverage AI to uncover new formulas for mathematical constants.

Michael Shalyt, Uri Seligmann, Itay Beit Halachmi

2025-02-10T08:44:10+00:00 ― 6 min read

Machine Learning Cyberbullying in the Social Media Age

Examining the rise of cyberbullying and efforts to combat it through research.

Manuel Sandoval, Mohammed Abuhamad, Patrick Furman

2025-02-10T08:10:57+00:00 ― 6 min read

Machine Learning FedSTaS: The Future of Federated Learning

FedSTaS improves collaboration in federated learning while protecting data privacy.

Jordan Slessor, Dezheng Kong, Xiaofen Tang

2025-02-10T05:40:32+00:00 ― 7 min read

Artificial Intelligence The Future of Creativity with Generative AI

Explore how generative AI is reshaping content creation while raising important ethical questions.

Atahan Karagoz

2025-02-10T04:10:12+00:00 ― 7 min read

Machine Learning New Weather Model: Accurate Local Forecasts

A new approach improves local weather predictions using advanced modeling techniques.

Jonathan Schmidt, Luca Schmidt, Felix Strnad

2025-02-10T02:02:06+00:00 ― 7 min read

Instrumentation and Methods for Astrophysics The Importance of Model Accuracy in Science

Model misspecification can lead to misleading scientific outcomes.

Noemi Anau Montel, James Alvey, Christoph Weniger

2025-02-10T01:14:20+00:00 ― 6 min read

Numerical Analysis Clustering Algorithms: Organizing Data with Ease

Learn how clustering algorithms simplify data analysis and reveal hidden patterns.

Guy B. Oldaker, Maria Emelianenko

2025-02-10T00:44:40+00:00 ― 7 min read

Computer Science - Machine Learning