Computer Science - Machine Learning

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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

Quantitative Methods Antimicrobial Peptides: The New Defenders Against Germs

Discover how antimicrobial peptides might change the fight against antibiotic resistance.

Yingxu Wang, Victor Liang, Nan Yin

2025-02-09T23:04:32+00:00 ― 6 min read

Computation and Language A Safer Future for AI Language Models

Deliberative Alignment aims to make AI language models safer and more reliable.

Melody Y. Guan, Manas Joglekar, Eric Wallace

2025-02-09T22:33:09+00:00 ― 5 min read

Software Engineering Navigating Faults in Deep Learning Systems

A guide to understanding and addressing faults in deep learning models.

Gunel Jahangirova, Nargiz Humbatova, Jinhan Kim

2025-02-09T21:45:00+00:00 ― 5 min read

Machine Learning Synthetic Data: A New Hope for Fair Healthcare

Synthetic data could help make healthcare predictions more equitable for all groups.

Daniel Smolyak, Arshana Welivita, Margrét V. Bjarnadóttir

2025-02-09T20:56:51+00:00 ― 7 min read

Machine Learning Meet jinns: The Game Changer for Neural Networks

jinns enhances physics-informed neural networks for diverse real-world applications.

Hugo Gangloff, Nicolas Jouvin

2025-02-09T19:30:10+00:00 ― 7 min read

Computer Vision and Pattern Recognition Less Is More: A New Take on Image Generation

Researchers find compressed images improve AI-generated art quality.

Vivek Ramanujan, Kushal Tirumala, Armen Aghajanyan

2025-02-09T18:32:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Color Storage with Neural Networks

Discover a smarter way to store and apply color LUTs.

Vahid Zehtab, David B. Lindell, Marcus A. Brubaker

2025-02-09T17:39:18+00:00 ― 7 min read

Optimization and Control Balancing Safety and Efficiency in Stochastic Control Systems

Learn how to safely navigate unpredictable systems for optimal outcomes.

Tingting Ni, Maryam Kamgarpour

2025-02-09T16:45:10+00:00 ― 8 min read

Computer Vision and Pattern Recognition Revolutionizing Few-Shot Learning and Domain Adaptation

A unified framework for efficient computer vision tasks using minimal data.

Bharadwaj Ravichandran, Alexander Lynch, Sarah Brockman

2025-02-09T16:07:57+00:00 ― 7 min read

Machine Learning Revolutionizing Time Series Data Compression

A new method enhances time series data storage and access.

Andrea Guerra, Giorgio Vinciguerra, Antonio Boffa

2025-02-09T14:31:39+00:00 ― 6 min read

Machine Learning Classifying Nodes: A Semi-Supervised Approach

Learn how limited information aids in node classification using semi-supervised learning.

Hai-Xiao Wang, Zhichao Wang

2025-02-09T14:24:59+00:00 ― 6 min read

Machine Learning Revolutionizing Model Training with PAMDA

Learn how PAMDA improves multi-source domain adaptation for better model performance.

Min Huang, Zifeng Xie, Bo Sun

2025-02-09T13:43:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition Personalized Representation Learning: A New Approach to Image Recognition

Learn how machines can recognize personal items with fewer images.

Shobhita Sundaram, Julia Chae, Yonglong Tian

2025-02-09T12:55:21+00:00 ― 7 min read

Sound AI Voice Test Could Revolutionize Laryngeal Cancer Detection

A new AI method analyzes voices to detect laryngeal cancer risk.

Mary Paterson, James Moor, Luisa Cutillo

2025-02-09T05:28:46+00:00 ― 7 min read

Artificial Intelligence Predicting the Future with Event Logs

Learn how event logs can enhance predictions for better decision-making.

Benedikt Bollig, Matthias Függer, Thomas Nowak

2025-02-09T00:04:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition The Future of Video-to-Audio Synthesis

Discover how video-to-audio synthesis is changing media experiences with perfect sound alignment.

Ho Kei Cheng, Masato Ishii, Akio Hayakawa

2025-02-08T21:54:54+00:00 ― 7 min read

Machine Learning Decoding Machine Learning: SHAP vs. GradCAM

A look at how SHAP and GradCAM clarify machine learning predictions.

Felix Tempel, Daniel Groos, Espen Alexander F. Ihlen

2025-02-08T20:04:12+00:00 ― 7 min read

Machine Learning Revolutionizing RNNs with Adaptive Loss Function

A new method enhances RNN performance in processing sequences.

Bojian Yin, Federico Corradi

2025-02-08T17:39:45+00:00 ― 6 min read

Robotics The Future of Robot Learning: A New Era Ahead

Explore how robots are learning through data for real-world tasks.

Marius Memmel, Jacob Berg, Bingqing Chen

2025-02-08T16:58:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Biomedical Image Segmentation with MultiverSeg

A new tool streamlines image segmentation in healthcare and research.

Hallee E. Wong, Jose Javier Gonzalez Ortiz, John Guttag

2025-02-08T12:02:42+00:00 ― 5 min read

Software Engineering Fairness in Machine Learning: A Recipe for Success

Exploring fairness-aware practices for machine learning fairness and performance.

Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano

2025-02-08T09:38:15+00:00 ― 7 min read

Machine Learning Revolutionizing Weather Predictions with SpaT-SparK

SpaT-SparK transforms short-term weather forecasting using innovative machine learning techniques.

Haotian Li, Arno Siebes, Siamak Mehrkanoon

2025-02-08T08:01:57+00:00 ― 6 min read

Sound Transforming Sound Design with Stable-V2A

A new system revolutionizes how sound designers create audio for videos.

Riccardo Fosco Gramaccioni, Christian Marinoni, Emilian Postolache

2025-02-08T07:06:36+00:00 ― 8 min read

Artificial Intelligence Step-Level Reward Models: A New Approach to AI Reasoning

Discover how SRMs enhance machine reasoning in mathematics through structured feedback.

Yiran Ma, Zui Chen, Tianqiao Liu

2025-02-08T05:37:30+00:00 ― 6 min read

Machine Learning Smart Choices: Maximizing Results with Cost-Aware Optimization

Learn how a new algorithm finds the best options while controlling costs.

Vu Viet Hoang, Quoc Anh Hoang Nguyen, Hung Tran The

2025-02-08T03:13:03+00:00 ― 6 min read

Machine Learning Revolutionizing Communication: MarkovType in BCIs

MarkovType enhances brain-computer interface typing for better communication.

Elifnur Sunger, Yunus Bicer, Deniz Erdogmus

2025-02-08T02:24:54+00:00 ― 6 min read

Machine Learning Adapting Reinforcement Learning for Changing Environments

New techniques improve learning efficiency in AI agents as environments shift.

Benjamin Ellis, Matthew T. Jackson, Andrei Lupu

2025-02-08T00:47:40+00:00 ― 7 min read