Data Science

Computer Vision and Pattern Recognition Revolutionizing Disease Severity Classification with CDW-CE

A new method improves disease severity classification and accuracy in diagnosis.

Gorkem Polat, Ümit Mert Çağlar, Alptekin Temizel

Apr 23, 2025 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Animal Motion Tracking with 3D Lifting

New method enhances 3D models of animal movements using limited data.

Christopher Fusco, Mosam Dabhi, Shin-Fang Ch'ng

Apr 22, 2025 ― 8 min read

Distributed, Parallel, and Cluster Computing INTELLECT-1: A New Era in AI Collaboration

A global effort in AI training leads to cutting-edge language model INTELLECT-1.

Sami Jaghouar, Jack Min Ong, Manveer Basra

Apr 22, 2025 ― 5 min read

Classical Analysis and ODEs Understanding Discrete Paraorthogonal Polynomials

A clear look into the behavior of special polynomials on the unit circle.

G. Gordillo-Núñez, A. Suzuki

Apr 22, 2025 ― 5 min read

Machine Learning Revolutionizing Machine Learning with GUESS

GUESS reshapes self-supervised learning by integrating uncertainty for improved performance.

Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh

Apr 21, 2025 ― 7 min read

Machine Learning Rank-N-Contrast: A New Approach to Regression

Learn how Rank-N-Contrast improves regression predictions by focusing on relationships.

Six Valentin, Chidiac Alexandre, Worlikar Arkin

Apr 21, 2025 ― 7 min read

Computer Vision and Pattern Recognition Navigating Domain Generalization in AI

Learn how AI models adapt and recognize new data effectively.

Piotr Teterwak, Kuniaki Saito, Theodoros Tsiligkaridis

Apr 21, 2025 ― 5 min read

Computation and Language Hybrid-SQuAD: The Future of Scholarly Q&A

A dataset combining text and structured data for better scholarly question answering.

Tilahun Abedissa Taffa, Debayan Banerjee, Yaregal Assabie

Apr 21, 2025 ― 4 min read

Computational Geometry Estimating Shapes from Limited Data: A New Approach

Researchers develop methods to analyze shapes using limited data samples.

Araceli Guzmán-Tristán, Antonio Rieser, Eduardo Velázquez-Richards

Apr 21, 2025 ― 5 min read

Computer Vision and Pattern Recognition Advancements in 3D Point Cloud Tracking

Discover how 3D tracking technology is transforming autonomous systems.

Zhaofeng Hu, Sifan Zhou, Shibo Zhao

Apr 21, 2025 ― 5 min read

Machine Learning JENN: Transforming Weather Forecasting with AI

A new approach using neural networks improves accuracy in weather predictions.

Xiaoxu Tian

Apr 21, 2025 ― 6 min read

Methodology Simplifying Data with Sparse Dimension Reduction

Learn how to manage complex data with sparse dimension reduction techniques.

Sven Serneels

Apr 20, 2025 ― 8 min read

Machine Learning Revving Up Mutual Information Calculations

A faster method for analyzing data connections boosts research potential.

Andre O. Falcao

Apr 20, 2025 ― 7 min read

Computation Simplifying High-Dimensional Data Challenges

Learn how to manage complex data using effective techniques.

Roman Parzer, Laura Vana-Gür, Peter Filzmoser

Apr 20, 2025 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Image Generation with GSQ

Discover GSQ's impact on image tokenization and quality.

Jiangtao Wang, Zhen Qin, Yifan Zhang

Apr 20, 2025 ― 7 min read

Social and Information Networks Balancing Fairness and Density in Networks

New methods tackle fairness in dense subgraph discovery.

Emmanouil Kariotakis, Nikolaos Sidiropoulos, Aritra Konar

Apr 20, 2025 ― 6 min read

Algebraic Topology Scaling Data: Best Practices for Machine Learning

Learn how to scale data effectively for better machine learning results.

Vu-Anh Le, Mehmet Dik

Apr 20, 2025 ― 7 min read

Machine Learning Safe Sharing: The Future of Synthetic Data

Innovative methods ensure privacy while generating realistic synthetic data.

Tejumade Afonja, Hui-Po Wang, Raouf Kerkouche

Apr 20, 2025 ― 7 min read

Statistics Theory Using Bayesian Methods to Train Neural Networks

Learn how Bayesian methods can improve neural network training.

Curtis McDonald, Andrew R. Barron

Apr 19, 2025 ― 5 min read

Computer Vision and Pattern Recognition Active Negative Loss: Tackling Noisy Labels in Machine Learning

A new approach improves machine learning's ability to handle noisy labels.

Xichen Ye, Yifan Wu, Yiwen Xu

Apr 19, 2025 ― 5 min read

Machine Learning FishLeg: A New Era in Model Compression

FishLeg offers innovative solutions for compressing AI models effectively.

Jamie McGowan, Wei Sheng Lai, Weibin Chen

Apr 19, 2025 ― 6 min read

HIV/AIDS Improving HIV Research Efficiency with Language Models

Researchers enhance language models to better analyze HIV drug resistance studies.

Robert W. Shafer, K. Tao, J. Zhou

Apr 19, 2025 ― 5 min read

Machine Learning The Noisy Ostracods Dataset: A Deep Dive

Explore challenges and insights from the Noisy Ostracods dataset.

Jiamian Hu, Yuanyuan Hong, Yihua Chen

Apr 19, 2025 ― 8 min read

Computer Vision and Pattern Recognition ProbPose: Advancing Human Pose Estimation

ProbPose enhances keypoint prediction with calibrated probabilities and improved visibility detection.

Miroslav Purkrabek, Jiri Matas

Apr 19, 2025 ― 7 min read

Data Structures and Algorithms Mastering Large Data with Property Testing

Learn how property testing simplifies analyzing huge datasets efficiently.

Sourav Chakraborty, Eldar Fischer, Arijit Ghosh

Apr 19, 2025 ― 5 min read

Machine Learning Revolutionizing Model Merging with Task Singular Vectors

New methods improve model merging while reducing task interference.

Antonio Andrea Gargiulo, Donato Crisostomi, Maria Sofia Bucarelli

Apr 18, 2025 ― 6 min read

Artificial Intelligence Revolutionizing Clinical Data Classification with Expert Feedback

A new framework combines automation and expert insights for better healthcare data processing.

Nader Karayanni, Aya Awwad, Chein-Lien Hsiao

Apr 18, 2025 ― 6 min read

Machine Learning A Deep Dive into Time Series Classification with CaLoNet

Learn how CaLoNet improves time series classification through causal and local correlations.

Mingsen Du, Yanxuan Wei, Xiangwei Zheng

Apr 18, 2025 ― 6 min read

Machine Learning Neural Networks: Measuring Distances Over Intensity

New insights suggest neural networks focus more on distances than signal strengths.

Alan Oursland

Apr 18, 2025 ― 5 min read

Machine Learning Simplifying Generative Modeling with Ambient Space Flow Transformers

A new method streamlines generative modeling for various data types.

Yuyang Wang, Anurag Ranjan, Josh Susskind

Apr 18, 2025 ― 7 min read

Machine Learning Understanding Meta-Learning: A New Approach to Machine Learning

Learn how machines can improve by learning from multiple tasks simultaneously.

Yannay Alon, Steve Hanneke, Shay Moran

Apr 17, 2025 ― 7 min read

Machine Learning Mastering Machine Learning Evaluation: Best Practices

Learn essential techniques for effective machine learning evaluation.

Luciana Ferrer, Odette Scharenborg, Tom Bäckström

Apr 17, 2025 ― 8 min read

Machine Learning Navigating the World of Non-Gaussian Data

A closer look at advanced data modeling techniques and their applications.

Kesen Wang, Marc G. Genton

Apr 17, 2025 ― 6 min read

Machine Learning Revolutionizing Data Generation with Generative Models

Discover how generative models create new data that reflects existing patterns.

Neta Shaul, Itai Gat, Marton Havasi

Apr 16, 2025 ― 6 min read

Signal Processing Spectrum Prediction: A New Way Forward

Improving wireless communication through advanced prediction methods.

Vincent Corlay, Tatsuya Nakazato, Kanako Yamaguchi

Apr 16, 2025 ― 7 min read

Computer Vision and Pattern Recognition Balancing Language and Vision in AI Models

Examining the effects of multimodal training on language skills in AI.

Neale Ratzlaff, Man Luo, Xin Su

Apr 16, 2025 ― 8 min read

Probability Understanding Poisson-Voronoi Tessellations in Curved Spaces

Explore the world of random shapes and patterns in mathematics.

Matteo D'Achille

Apr 16, 2025 ― 5 min read

Computer Vision and Pattern Recognition Skeletons Revolutionize New View Synthesis

A new method enhances image generation using digital skeletons.

Aron Fóthi, Bence Fazekas, Natabara Máté Gyöngyössy

Apr 16, 2025 ― 4 min read

Machine Learning Transforming Data Classification with GBU-TSVM

A new method for better data sorting and classification.

M. A. Ganaie, Vrushank Ahire

Apr 16, 2025 ― 8 min read

Optimization and Control Revolutionizing Optimization: Meet PDQP-Net

Learn how PDQP-Net speeds up solving Convex Quadratic Programs.

Linxin Yang, Bingheng Li, Tian Ding

Apr 15, 2025 ― 6 min read

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