Machine Learning

Machine Learning Decoding Time Series Models with WinTSR

WinTSR offers a better way to interpret complex time series data.

Md. Khairul Islam, Judy Fox

2025-04-12T10:21:00+00:00 ― 9 min read

Software Engineering Organizing Chaos: Labeling Questions in Issue Trackers

Learn how developers can clean up issue trackers for better focus.

Aidin Rasti

2025-04-12T09:32:51+00:00 ― 7 min read

Computer Vision and Pattern Recognition AI-Powered Advances in Skin Cancer Detection

New tech is changing the way we detect skin cancer early.

Ramin Mousa, Saeed Chamani, Mohammad Morsali

2025-04-12T05:13:12+00:00 ― 6 min read

Machine Learning Generalized EXTRA SGLD: A Game Changer in Data Learning

A new method shines in decentralized data learning while tackling bias issues.

Mert Gurbuzbalaban, Mohammad Rafiqul Islam, Xiaoyu Wang

2025-04-12T04:32:50+00:00 ― 6 min read

Robotics Moto: A New Way for Robots to Learn

Moto uses video analysis to teach robots complex movements efficiently.

Yi Chen, Yuying Ge, Yizhuo Li

2025-04-12T02:19:30+00:00 ― 5 min read

Computer Vision and Pattern Recognition GRAIN: A New Dawn in Image Recognition

GRAIN improves image understanding by aligning detailed descriptions with images.

Shaunak Halbe, Junjiao Tian, K J Joseph

2025-04-11T23:55:03+00:00 ― 9 min read

Machine Learning Federated Learning: A Safe Path to AI Progress

Discover how federated learning keeps data private while driving innovation.

Pranab Sahoo, Ashutosh Tripathi, Sriparna Saha

2025-04-11T22:18:45+00:00 ― 4 min read

Machine Learning Automated Feature Engineering in Federated Learning

Discover how automation transforms feature creation while ensuring data privacy.

Tom Overman, Diego Klabjan

2025-04-11T20:42:27+00:00 ― 7 min read

Machine Learning Speeding Up Computing with Approximation

Learn how approximation boosts speed in computing while maintaining quality.

Oscar Key, Luka Ribar, Alberto Cattaneo

2025-04-11T17:29:51+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Action Recognition with ActFusion

A new model combines action segmentation and anticipation for smarter interactions.

Dayoung Gong, Suha Kwak, Minsu Cho

2025-04-11T16:41:42+00:00 ― 7 min read

Machine Learning Improving Predictions with LD-EnSF: A New Approach

LD-EnSF enhances data assimilation for complex systems, improving accuracy and efficiency.

Pengpeng Xiao, Phillip Si, Peng Chen

2025-04-11T15:17:47+00:00 ― 6 min read

Machine Learning Ensuring Fairness in Machine Learning Decisions

Exploring fair classification to prevent bias in automated decisions.

Jan Pablo Burgard, João Vitor Pamplona

2025-04-11T15:13:40+00:00 ― 8 min read

Machine Learning Unlocking Causal Insights in Spatial Data

New methods enhance causal analysis of spatial data using neural networks.

Ziyang Jiang, Zach Calhoun, Yiling Liu

2025-04-11T11:52:48+00:00 ― 6 min read

Machine Learning Navigating Causal Effects in Complex Treatments

New method improves understanding of causal effects in complex data.

Oriol Corcoll Andreu, Athanasios Vlontzos, Michael O'Riordan

2025-04-11T10:12:36+00:00 ― 6 min read

Robotics Robots Learn to Move by Watching Animals

Robots are mastering locomotion skills through wild animal videos.

Elliot Chane-Sane, Constant Roux, Olivier Stasse

2025-04-11T08:40:12+00:00 ― 8 min read

Machine Learning Revolutionizing Financial Data Extraction

A new dataset aims to simplify extracting financial data from tables.

Ethan Bradley, Muhammad Roman, Karen Rafferty

2025-04-11T07:52:03+00:00 ― 6 min read

Machine Learning Balancing Act: The Future of Multi-Objective Deep Learning

Discover how multi-objective deep learning tackles complex challenges across various fields.

Sebastian Peitz, Sedjro Salomon Hotegni

2025-04-11T07:14:10+00:00 ― 7 min read

Machine Learning Unlocking New Possibilities in Molecular Design

Discover how machine learning is transforming molecule creation for better health and technology.

Xiang Chen

2025-04-11T04:39:27+00:00 ― 6 min read

Machine Learning Tracking the Evolution of Colombian Philosophy

A study of *Ideas y Valores* reveals shifting philosophical topics in Colombia.

Juan R. Loaiza, Miguel González-Duque

2025-04-11T03:51:18+00:00 ― 6 min read

Machine Learning HyperMARL: The Future of Multi-Agent Systems

Learn how HyperMARL improves collaboration in multi-agent systems.

Kale-ab Abebe Tessera, Arrasy Rahman, Stefano V. Albrecht

2025-04-11T02:15:00+00:00 ― 6 min read

Machine Learning The Challenge of Prediction in Our Lives

An exploration of how prediction shapes our decisions and its inherent uncertainties.

Jiani Yan, Charles Rahal

2025-04-11T00:02:14+00:00 ― 6 min read

Computer Vision and Pattern Recognition FLOAT: Making Images Talk

FLOAT technology animates still images, bringing them to life through speech.

Taekyung Ki, Dongchan Min, Gyeongsu Chae

2025-04-10T23:36:36+00:00 ― 7 min read

Machine Learning Adaptive Networks: The Future of Machine Learning

Discover how adaptive networks revolutionize AI learning capabilities.

Zeki Doruk Erden, Boi Faltings

2025-04-10T21:26:06+00:00 ― 5 min read

Neural and Evolutionary Computing Revolutionizing Eye Gaze Modeling with GANs

This study improves eye gaze modeling using Generative Adversarial Networks.

Shailendra Bhandari, Pedro Lencastre, Rujeena Mathema

2025-04-10T19:49:48+00:00 ― 7 min read

Machine Learning Understanding Memorization in Diffusion Models

Investigating how generative models might memorize data and its implications.

Dongjae Jeon, Dueun Kim, Albert No

2025-04-10T17:25:21+00:00 ― 6 min read

Machine Learning The Magic of Multiphysics Simulations

Discover how multiphysics simulations enhance our understanding of complex systems.

Tao Zhang, Zhenhai Liu, Feipeng Qi

2025-04-10T16:37:12+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Scientific Analysis with Hypernetworks

Hypernetworks transform data analysis, filling gaps and improving precision in dynamic simulations.

Hamid Gadirov, Qi Wu, David Bauer

2025-04-10T14:12:45+00:00 ― 7 min read

Machine Learning Clustering Made Simple: A Sweet Approach

Learn how effective clustering techniques can organize data like sorting candies.

Wenlong Lyu, Yuheng Jia

2025-04-10T12:36:27+00:00 ― 6 min read

Artificial Intelligence Unlocking Complex Relationships: Graphs and Neural Networks

Dive into the world of graphs, hypergraphs, and neural networks.

Takaaki Fujita

2025-04-10T12:35:20+00:00 ― 9 min read

Machine Learning Federated Learning Takes Center Stage in Mobile Traffic Forecasting

Predicting mobile data usage with federated learning ensures efficiency and privacy.

Nikolaos Pavlidis, Vasileios Perifanis, Selim F. Yilmaz

2025-04-10T11:48:18+00:00 ― 8 min read

Machine Learning Battling Air Pollution from Brick Kilns

Discover the impact of brick kilns on air quality and health.

Zeel B Patel, Rishabh Mondal, Shataxi Dubey

2025-04-10T08:35:42+00:00 ― 6 min read

Machine Learning Revolutionizing Graph Neural Networks with CNA

CNA method enhances GNNs by tackling oversmoothing and improving performance.

Arseny Skryagin, Felix Divo, Mohammad Amin Ali

2025-04-10T07:47:33+00:00 ― 5 min read

Machine Learning AI4EF: The Future of Energy Efficiency

AI4EF helps buildings become more energy-efficient and cost-effective.

Alexandros Menelaos Tzortzis, Georgios Kormpakis, Sotiris Pelekis

2025-04-10T03:46:48+00:00 ― 7 min read

Machine Learning Unlocking Molecular Secrets: The Future of Chemistry

Discover how fragmentation and machine learning transform molecular predictions and applications.

Xiao Zhu, Srinivasan S. Iyengar

2025-04-09T23:55:42+00:00 ― 14 min read

High Energy Physics - Phenomenology Decoding Higgs Bosons: Challenges and Innovations

Scientists uncover secrets of Higgs bosons using advanced techniques and machine learning.

Haoyang Li, Marko Stamenkovic, Alexander Shmakov

2025-04-09T23:07:56+00:00 ― 7 min read

Signal Processing Smartwatches: A Lifesaver for Young Athletes

Smartwatches offer a new way to screen young athletes for heart issues.

Evan Xiang, Thomas Wang, Vivan Poddar

2025-04-09T22:56:06+00:00 ― 5 min read

Atmospheric and Oceanic Physics Samudra: The Future of Ocean Simulations

Samudra is a fast, advanced tool for ocean predictions vital for climate science.

Surya Dheeshjith, Adam Subel, Alistair Adcroft

2025-04-09T21:32:24+00:00 ― 6 min read

High Energy Physics - Phenomenology Machine Learning and Particle Physics: A Dynamic Duo

Examining how machine learning transforms particle physics research and jet tagging.

Aaron Wang, Abhijith Gandrakota, Jennifer Ngadiuba

2025-04-09T19:56:52+00:00 ― 6 min read

Machine Learning Revolutionizing Image Generation with LCSS

Discover the impact of local curvature smoothing on score-based diffusion models.

Genki Osada, Makoto Shing, Takashi Nishide

2025-04-09T18:09:00+00:00 ― 6 min read

Machine Learning BEFL: Balancing Energy in IoT Learning

A groundbreaking framework ensuring energy efficiency in Federated Learning for IoT devices.

Zehao Ju, Tongquan Wei, Fuke Shen

2025-04-09T17:20:51+00:00 ― 9 min read

Computer Science - Machine Learning