Machine Learning

Machine Learning Strengthening AI Against Sneaky Attacks

Research reveals ways to boost neural networks' defenses in communication systems.

Alireza Furutanpey, Pantelis A. Frangoudis, Patrik Szabo

2025-03-01T16:21:00+00:00 ― 7 min read

Computation and Language Literary Translation Takes Center Stage at WMT 2024

The WMT challenge showcases advances in literary machine translation across three language pairs.

Longyue Wang, Siyou Liu, Chenyang Lyu

2025-03-01T15:13:30+00:00 ― 6 min read

Robotics NEST: The Future of Self-Driving Predictions

NEST helps autonomous vehicles predict movement, enhancing road safety and efficiency.

Chengyue Wang, Haicheng Liao, Bonan Wang

2025-03-01T05:35:42+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Video Predictions

A new method enhances video predictions, improving efficiency and versatility for various applications.

Efstathios Karypidis, Ioannis Kakogeorgiou, Spyros Gidaris

2025-03-01T04:47:33+00:00 ― 6 min read

Machine Learning Innovative Algorithm Revolutionizes Federated Learning

A new approach enhances collaboration in Federated Learning while preserving data privacy.

Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino

2025-03-01T03:11:15+00:00 ― 5 min read

Computer Vision and Pattern Recognition Boosting CNNs with Attention Mechanisms

Combining CNNs and attention methods for better image classification performance.

Nikhil Kapila, Julian Glattki, Tejas Rathi

2025-03-01T02:23:06+00:00 ― 7 min read

Machine Learning Smoothing the Data Gap with TDSS

A new method improves data adaptation between different sources.

Wei Chen, Guo Ye, Yakun Wang

2025-03-01T01:34:57+00:00 ― 6 min read

Quantitative Methods New Insights into Protein Flexibility Using Generative Modeling

Scientists use generative modeling to understand protein shapes and functions.

Sai Advaith Maddipatla, Nadav Bojan Sellam, Sanketh Vedula

2025-03-01T00:34:28+00:00 ― 8 min read

Computation and Language Revolutionizing Text Understanding with Events

A new method enhances how computers interpret text using event-based learning.

Tao Meng, Wei Ai, Jianbin Li

2025-02-28T23:58:39+00:00 ― 6 min read

Machine Learning Navigating Predictive Multiplicity in AI Models

Learn how data preprocessing affects predictions in machine learning.

Mustafa Cavus, Przemyslaw Biecek

2025-02-28T21:16:40+00:00 ― 7 min read

Computer Vision and Pattern Recognition Facing the Challenge of Noisy Labels in Deep Learning

This report addresses the impact of noisy labels on machine learning models.

Wenxiao Fan, Kan Li

2025-02-28T20:46:03+00:00 ― 6 min read

Computation and Language Improving Large Language Models: A New Framework

A fresh approach to enhance instruction-following in language models.

Jiale Cheng, Xiao Liu, Cunxiang Wang

2025-02-28T18:21:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Understanding GCBMs: A Clear Look at AI Decisions

GCBMs enhance AI interpretability, making machine decisions clearer and more understandable.

Patrick Knab, Katharina Prasse, Sascha Marton

2025-02-28T17:33:27+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Pottery Documentation with PyPotteryLens

A new tool speeds up pottery documentation for archaeologists.

Lorenzo Cardarelli

2025-02-28T16:45:18+00:00 ― 7 min read

Machine Learning Revolutionizing Graph Node Clustering with THESAURUS

THESAURUS improves graph clustering by using semantic prototypes and structure.

Bowen Deng, Tong Wang, Lele Fu

2025-02-28T11:56:24+00:00 ― 6 min read

Optimization and Control The Fast Reflected Forward-Backward Algorithm: A New Path in Optimization

Discover the Fast RFB algorithm and its impact on solving complex optimization problems.

Radu Ioan Bot, Dang-Khoa Nguyen, Chunxiang Zong

2025-02-28T10:57:00+00:00 ― 7 min read

Machine Learning Understanding Symmetries in Machine Learning

Learn how symmetries can improve machine learning models in recognizing objects.

Andrea Perin, Stephane Deny

2025-02-28T08:43:48+00:00 ― 6 min read

Probability The Ewens-Pitman Model: A Slice of Statistics

Discover how the Ewens-Pitman model helps understand random group formations.

Claudia Contardi, Emanuele Dolera, Stefano Favaro

2025-02-28T08:17:10+00:00 ― 7 min read

Computer Vision and Pattern Recognition Skip Tuning: A Game Changer for Vision-Language Models

Discover how skip tuning enhances efficiency in vision-language models.

Shihan Wu, Ji Zhang, Pengpeng Zeng

2025-02-28T07:07:30+00:00 ― 7 min read

Functional Analysis Unlocking the Secrets of Interpolation in Function Spaces

Discover the role of interpolation in function spaces and its practical applications.

Gilbert J. Groenewald, Sanne ter Horst, Hugo J. Woerdeman

2025-02-28T05:37:20+00:00 ― 7 min read

Machine Learning Graduated Optimization: A Key to Smarter Machine Learning

Learn how graduated optimization improves deep learning techniques.

Naoki Sato, Hideaki Iiduka

2025-02-28T05:31:12+00:00 ― 6 min read

High Energy Physics - Phenomenology Neural Networks: Unlocking Particle Physics Insights

Discover how neural networks transform data analysis in particle physics.

Henning Bahl, Nina Elmer, Luigi Favaro

2025-02-28T02:19:24+00:00 ― 6 min read

Computers and Society Decoding Model Licensing in Machine Learning

A guide to understanding model licensing for machine learning projects.

Moming Duan, Rui Zhao, Linshan Jiang

2025-02-28T01:30:27+00:00 ― 8 min read

Machine Learning GeLoRA: A Smarter Way to Fine-Tune AI Models

GeLoRA simplifies and cuts costs for fine-tuning large language models.

Abdessalam Ed-dib, Zhanibek Datbayev, Amine Mohamed Aboussalah

2025-02-28T00:55:56+00:00 ― 5 min read

Instrumentation and Methods for Astrophysics Radio Astronomy: Data in the Cosmos

Harnessing immense data for cosmic discoveries in radio astronomy.

Simon J. Perkins, Jonathan S. Kenyon, Lexy A. L. Andati

2025-02-28T00:43:52+00:00 ― 5 min read

Machine Learning Revolutionizing Diagnostic Coding in Healthcare

New technologies improve accuracy in healthcare diagnostic coding, enhancing patient care.

Prajwal Kailas, Max Homilius, Rahul C. Deo

2025-02-28T00:42:18+00:00 ― 7 min read

Machine Learning Revolutionizing Data Privacy with Vertical Federated Learning

Learn how Vertical Federated Learning enhances data privacy in collaborative machine learning.

Mengde Han, Tianqing Zhu, Lefeng Zhang

2025-02-27T23:54:09+00:00 ― 7 min read

Computation and Language Navigating Knowledge Hijacking in Language Models

Learn how language models use in-context learning and face challenges.

Shuo Wang, Issei Sato

2025-02-27T20:41:33+00:00 ― 6 min read

Machine Learning Transforming Federated Learning with TRAIL

TRAIL enhances federated learning by addressing unreliable clients effectively.

Gangqiang Hu, Jianfeng Lu, Jianmin Han

2025-02-27T19:05:15+00:00 ― 5 min read

Machine Learning Bayesian Federated Learning: A New Recipe for Data Privacy

Explore how Bayesian Federated Learning combines privacy and fairness in data sharing.

Nour Jamoussi, Giuseppe Serra, Photios A. Stavrou

2025-02-27T16:18:10+00:00 ― 7 min read

Computation and Language SimGRAG: A New Era in Data Understanding

SimGRAG transforms how machines interpret our questions using knowledge graphs.

Yuzheng Cai, Zhenyue Guo, Yiwen Pei

2025-02-27T15:04:30+00:00 ― 6 min read

Machine Learning Simplifying Data Analysis with BENN

Learn how BENN enhances dimension reduction in data analysis.

Yin Tang, Bing Li

2025-02-27T14:45:34+00:00 ― 6 min read

Computation and Language The Reliability Paradox of Language Models

Language models can sound confident yet be unreliable due to shortcut learning.

Geetanjali Bihani, Julia Rayz

2025-02-27T14:16:21+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancements in Wildlife Detection with YOLOv8

New model enhances object detection for wildlife conservation.

Aroj Subedi

2025-02-27T13:28:12+00:00 ― 6 min read

High Energy Physics - Phenomenology The Elusive Higgsino: A Particle Physics Quest

Scientists hunt for the mysterious higgsino particle, revealing secrets of the universe.

Rajneil Baruah, Arghya Choudhury, Kirtiman Ghosh

2025-02-27T10:24:04+00:00 ― 6 min read

Computation and Language Revolutionizing Document-Level Relation Extraction

New techniques improve understanding of relationships in text data.

Khai Phan Tran, Wen Hua, Xue Li

2025-02-27T10:15:36+00:00 ― 6 min read

Computation and Language Improving Text Generation through Curriculum Learning

Discover how curriculum learning tackles noisy data in text generation.

Kancharla Aditya Hari, Manish Gupta, Vasudeva Varma

2025-02-27T08:39:18+00:00 ― 4 min read

Computation and Language The Hidden Risks of Membership Inference Attacks on LLMs

Exploring how Membership Inference Attacks reveal sensitive data risks in AI models.

Bowen Chen, Namgi Han, Yusuke Miyao

2025-02-27T07:51:09+00:00 ― 6 min read

Software Engineering Boosting Software Engineering with New Model Techniques

Learn how the Transducer method enhances large language models for code tasks.

Imam Nur Bani Yusuf, Lingxiao Jiang

2025-02-27T05:26:42+00:00 ― 8 min read

General Relativity and Quantum Cosmology Gravitational Waves: Echoes of the Cosmos

Learn how gravitational waves are classified and understood through advanced techniques.

Ann-Kristin Malz, Gregory Ashton, Nicolo Colombo

2025-02-27T04:49:42+00:00 ― 8 min read

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