Latest Articles for Data Science

Machine Learning New Method Boosts Biological Data Analysis

A novel framework improves understanding of complex biological systems using multi-omics data.

Sungdong Lee, Joshua Bang, Youngrae Kim

2025-02-16T04:05:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition Bridging Emotions: A New Take on Visual Recognition

A fresh approach to understanding emotions through images without the original data.

Jiankun Zhu, Sicheng Zhao, Jing Jiang

2025-02-16T03:49:03+00:00 ― 7 min read

Machine Learning Model Merging: A New Path Forward

Discover how model merging can enhance machine learning efficiency and accuracy.

Fanshuang Kong, Richong Zhang, Zhijie Nie

2025-02-15T22:12:00+00:00 ― 6 min read

Machine Learning Revolutionizing Out-of-Distribution Detection in Machine Learning

A new framework to enhance out-of-distribution data detection.

Yutian Lei, Luping Ji, Pei Liu

2025-02-15T17:55:18+00:00 ― 5 min read

Methodology Assessing Extreme Events: Risks and Tools

Understanding risks of extreme weather and financial events with advanced tools.

Boris Beranger, Simone A. Padoan

2025-02-15T12:50:07+00:00 ― 6 min read

Combinatorics Uncovering Independent Sets in Hypergraphs

New methods enhance our grasp of independent sets in hypergraphs.

Patrick Arras, Frederik Garbe, Felix Joos

2025-02-15T11:16:30+00:00 ― 8 min read

Bioinformatics Mapping the Human Body: A New Frontier

The Human Reference Atlas offers a detailed map of human anatomy and biology.

Andreas Bueckle, Bruce W. Herr II, Josef Hardi

2025-02-15T00:41:12+00:00 ― 6 min read

Computation and Language CLOB and CIS: A New Era in AI Learning

Learn how AI models can continuously gain knowledge without forgetting past lessons.

Jiabao Qiu, Zixuan Ke, Bing Liu

2025-02-14T21:19:21+00:00 ― 7 min read

Computer Vision and Pattern Recognition Balancing Image Recognition for Fair Learning

New method improves machine learning for imbalanced image datasets.

Minseok Son, Inyong Koo, Jinyoung Park

2025-02-14T20:31:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Medical Image Segmentation with UG-CEMT

A new framework enhances medical image analysis using labeled and unlabeled data.

Meghana Karri, Amit Soni Arya, Koushik Biswas

2025-02-14T09:17:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Mixing Visual Concepts: A New Path in Data Augmentation

Learn how MVC enhances image generation and data diversity.

Abdullah Al Rahat, Hemanth Venkateswara

2025-02-14T05:16:21+00:00 ― 9 min read

Probability The Geometry of Randomness: Exploring Balls

Uncover the effects of randomness on shapes, focusing on spheres and their properties.

Joscha Prochno, Christoph Thaele, Philipp Tuchel

2025-02-14T03:18:30+00:00 ― 5 min read

Machine Learning Mastering Small Language Models: Fine-Tuning Guide

Learn how to effectively fine-tune small language models with practical strategies.

Aldo Pareja, Nikhil Shivakumar Nayak, Hao Wang

2025-02-14T01:13:50+00:00 ― 6 min read

Machine Learning Small Language Models: The Future of AI on Devices

Discover how small models make AI more accessible and efficient on everyday devices.

Savitha Viswanadh Kandala, Pramuka Medaranga, Ambuj Varshney

2025-02-13T22:03:00+00:00 ― 5 min read

Machine Learning The Rise of Posterior Mean Matching

Discover how PMM empowers machines in creativity and data generation.

Sebastian Salazar, Michal Kucer, Yixin Wang

2025-02-13T20:08:39+00:00 ― 7 min read

Machine Learning Trusting Language Models: Measuring Uncertainty Effectively

Discover a new way to assess language model responses and build trust.

Lukas Aichberger, Kajetan Schweighofer, Sepp Hochreiter

2025-02-13T13:13:21+00:00 ― 5 min read

Signal Processing Bridging Species: A New Approach to Epilepsy Detection

Researchers use data from dogs to enhance human epilepsy diagnosis.

Z. Wang, S. Li, Dongrui Wu

2025-02-13T00:36:54+00:00 ― 6 min read

Machine Learning Revolutionizing Cake Recipes with Smart Algorithms

Advanced methods are changing how we optimize complex recipes.

Lam Ngo, Huong Ha, Jeffrey Chan

2025-02-12T23:47:55+00:00 ― 7 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

Information Retrieval Smarter Shopping: The Future of Recommendations

Discover how multi-modal recommendation systems improve online shopping.

Rongqing Kenneth Ong, Andy W. H. Khong

2025-02-12T17:57:45+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

Artificial Intelligence GenCon: A New Approach to Constraint Modeling

Discover how GenCon innovates constraint programming for varied problem-solving.

Dimos Tsouros, Senne Berden, Steven Prestwich

2025-02-12T13:57:00+00:00 ― 8 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

Computation and Language Innovative Data Synthesis for Sentiment Analysis

A new approach to enhance sentiment analysis in low-resource scenarios.

Hongling Xu, Yice Zhang, Qianlong Wang

2025-02-12T05:55:30+00:00 ― 3 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

Computation and Language ResoFilter: The Key to Quality AI Data

ResoFilter ensures only the best data fuels AI models.

Zeao Tu, Xiangdi Meng, Yu He

2025-02-12T01:06:36+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

Methodology Improving Clustering Methods for Bounded Data

Learn how to enhance data clustering with bounded constraints for better insights.

Luca Scrucca

2025-02-11T22:22:00+00:00 ― 7 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

Computation and Language Building Trust with Language Models: Confidence Scores Explained

Learn how verbalized confidence scores enhance trust in language models.

Daniel Yang, Yao-Hung Hubert Tsai, Makoto Yamada

2025-02-11T18:41:24+00:00 ― 6 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 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

Logic in Computer Science Clearing Up Cycles in Knowledge Graphs

Automated methods address cycles in knowledge graphs for clearer data relationships.

Shuai Wang, Peter Bloem, Joe Raad

2025-02-11T14:02:20+00:00 ― 7 min read

Computer Vision and Pattern Recognition Introducing FiVL: Bridging Vision and Language

FiVL enhances AI's ability to connect images and words effectively.

Estelle Aflalo, Gabriela Ben Melech Stan, Tiep Le

2025-02-11T13:52:30+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

Programming Languages Koka Bayes: Simplifying Probabilistic Programming

Discover how Koka Bayes makes probabilistic programming easier and more effective.

Oliver Goldstein, Ohad Kammar

2025-02-11T02:01:16+00:00 ― 7 min read

Computation and Language Memory in AI: The Challenges of Forgetting

Learn how AI models struggle with memory and the impacts of biased forgetting.

Megan Ung, Alicia Sun, Samuel J. Bell

2025-02-10T18:36:54+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

Hardware Architecture DFModel: Optimizing Data Flow in Technology

Learn how DFModel enhances efficiency in large-scale systems.

Sho Ko, Nathan Zhang, Olivia Hsu

2025-02-10T12:59:51+00:00 ― 5 min read