Latest Articles for Data Science

Machine Learning Rethinking Similarity in Neural Networks

A new approach improves understanding of neural network similarities.

András Balogh, Márk Jelasity

2025-02-20T04:44:09+00:00 ― 6 min read

Information Retrieval Revolutionizing Online Shopping with SAFERec

SAFERec offers smarter next-basket recommendations for a better shopping experience.

Oleg Lashinin, Denis Krasilnikov, Aleksandr Milogradskii

2025-02-19T22:30:00+00:00 ― 5 min read

Machine Learning PowerMLP: The Fast Track for Neural Networks

PowerMLP offers a speedy solution for efficient neural network training.

Ruichen Qiu, Yibo Miao, Shiwen Wang

2025-02-19T21:49:50+00:00 ― 7 min read

Computer Vision and Pattern Recognition Adapting Models Without Labels: The Future of AI

Learn how models adapt to new data without original labels using innovative techniques.

Jing Wang, Wonho Bae, Jiahong Chen

2025-02-19T21:41:51+00:00 ― 7 min read

Machine Learning Simi-Mailbox: A Smart Solution for GNN Calibration

New method improves confidence in GNN predictions significantly.

Hyunjin Seo, Kyusung Seo, Joonhyung Park

2025-02-19T19:17:24+00:00 ― 8 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Scene Reconstruction with Synthetic Data

Researchers enhance 3D reconstructions using synthetic data for better results.

Hanwen Jiang, Zexiang Xu, Desai Xie

2025-02-19T14:28:30+00:00 ― 4 min read

Machine Learning Machine Learning for Everyone: Fair and Reliable Systems

Learn how multi-distribution learning makes machine systems smarter and fairer.

Rajeev Verma, Volker Fischer, Eric Nalisnick

2025-02-19T10:27:45+00:00 ― 7 min read

Artificial Intelligence Crafting o1: The Future of AI

Learn how to create o1, an advanced AI model that thinks like a human.

Zhiyuan Zeng, Qinyuan Cheng, Zhangyue Yin

2025-02-19T08:51:27+00:00 ― 6 min read

Machine Learning Transfer Learning: Borrowing Knowledge for AI Success

Learn how transfer learning improves AI by sharing knowledge across domains.

Jun Wu, Jingrui He

2025-02-19T05:38:51+00:00 ― 7 min read

Machine Learning CONDA: Adapting AI for Real-World Challenges

Learn how CONDA helps AI adapt and remain interpretable in changing conditions.

Jihye Choi, Jayaram Raghuram, Yixuan Li

2025-02-19T04:02:33+00:00 ― 6 min read

Methodology Unraveling Trade Patterns with Multiplex Networks

Using advanced models to analyze international trade relationships and their hidden structures.

Iuliia Promskaia, Adrian O'Hagan, Michael Fop

2025-02-18T17:07:52+00:00 ― 6 min read

Machine Learning Transforming AI: Personalization Through Few-Shot Alignment

AI adapts to individual preferences using fewer examples, enhancing user interactions.

Katarzyna Kobalczyk, Claudio Fanconi, Hao Sun

2025-02-18T16:48:27+00:00 ― 7 min read

Functional Analysis Discovering the World of Multilinear Operators

Explore the fascinating world of multilinear Calderón-Zygmund operators and their applications.

Spyridon Kakaroumpas, Zoe Nieraeth

2025-02-18T13:51:50+00:00 ― 6 min read

Computer Vision and Pattern Recognition AI Learns to Recognize Objects by Descriptions

Researchers teach AI to recognize objects using detailed descriptions instead of names.

Ethan Baron, Idan Tankel, Peter Tu

2025-02-18T12:47:42+00:00 ― 7 min read

Computer Vision and Pattern Recognition Unlocking the Secrets of Knowledge Distillation

Learn how small models gain strength from their larger mentors.

Gereziher Adhane, Mohammad Mahdi Dehshibi, Dennis Vetter

2025-02-18T11:59:33+00:00 ― 7 min read

Machine Learning Synthetic Heart Sounds: A New Frontier in Healthcare

Synthetic data generation enhances heart sound analysis for improved diagnostics.

Ainaz Jamshidi, Muhammad Arif, Sabir Ali Kalhoro

2025-02-18T03:59:24+00:00 ― 7 min read

Computation and Language Reviving Low-Resource Languages with AI Learning

Innovative methods boost language models for low-resource languages like Nepali.

Sharad Duwal, Suraj Prasai, Suresh Manandhar

2025-02-18T01:33:36+00:00 ― 7 min read

Methodology Navigating Tree-Based Models with Partial Likelihood

Learn how partial likelihood improves tree-based models in data analysis.

Li Ma, Benedetta Bruni

2025-02-17T20:47:08+00:00 ― 7 min read

Information Retrieval Revolutionizing Recommendations: The Controllable Retrieval Model

Discover how the new CRM enhances user suggestions online.

Chi Liu, Jiangxia Cao, Rui Huang

2025-02-17T19:56:33+00:00 ― 5 min read

Computer Vision and Pattern Recognition Addressing Object Hallucination in AI Models

Researchers tackle object hallucination in AI to improve accuracy and reliability.

Le Yang, Ziwei Zheng, Boxu Chen

2025-02-17T16:43:57+00:00 ― 6 min read

Chemical Physics Catalysts in the Race to Transform CO2

Scientists aim to turn CO2 into methanol using innovative catalyst discovery techniques.

Prajwal Pisal, Ondrej Krejci, Patrick Rinke

2025-02-17T13:09:36+00:00 ― 6 min read

Machine Learning Advancing Decision Trees: The ICoEvoRDF Method

A new method for improving decision trees in machine learning.

Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

2025-02-17T08:42:27+00:00 ― 5 min read

Machine Learning Surrogate Models: Simplifying Complex Predictions

Learn how surrogate models help make sense of complex data.

Philipp Reiser, Paul-Christian Bürkner, Anneli Guthke

2025-02-17T05:31:35+00:00 ― 7 min read

Machine Learning Navigating Uncertainty in Machine Learning Models

Learn how separating uncertainty types aids decision-making in machine learning.

Navid Ansari, Hans-Peter Seidel, Vahid Babaei

2025-02-17T04:41:42+00:00 ― 5 min read

Software Engineering The Push for Leaner Language Models

Researchers aim to optimize language models to enhance efficiency and reduce costs.

Giordano d'Aloisio, Luca Traini, Federica Sarro

2025-02-17T03:53:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition Teaching Machines to See: New Advances in Image Classification

Learn how computers can recognize objects with limited examples.

Kun Yan, Zied Bouraoui, Fangyun Wei

2025-02-17T02:17:15+00:00 ― 6 min read

Computer Vision and Pattern Recognition JoVALE: A New Era in Video Action Detection

Discover how JoVALE enhances understanding of actions in videos.

Taein Son, Soo Won Seo, Jisong Kim

2025-02-16T20:40:12+00:00 ― 7 min read

Computation and Language ModernBERT: The Next Step in NLP

Discover how ModernBERT enhances language processing with speed and efficiency.

Benjamin Warner, Antoine Chaffin, Benjamin Clavié

2025-02-16T14:15:00+00:00 ― 7 min read

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