Machine Learning

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

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

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

Machine Learning Automating Patient Data Extraction in Health Research

New methods streamline patient data extraction from complex health databases.

Purity Mugambi, Alexandra Meliou, Madalina Fiterau

2025-02-27T22:17:51+00:00 ― 8 min read

Computer Vision and Pattern Recognition Enhancing Medical Collaboration with FedCAR

Hospitals collaborate safely using FedCAR for better medical image generation.

Minjun Kim, Minjee Kim, Jinhoon Jeong

2025-02-27T21:29:42+00:00 ― 6 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

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

Sound The Future of Music: AI and Composers

Exploring the impact of AI tools on music creation and composers' perspectives.

Eleanor Row, György Fazekas

2025-02-27T05:07:48+00:00 ― 7 min read

Machine Learning Federated Graph Learning: A New Approach

CEFGL offers privacy-preserving data learning for multiple clients.

Ruyue Liu, Rong Yin, Xiangzhen Bo

2025-02-27T03:02:15+00:00 ― 7 min read

Machine Learning Revolutionizing Rare Event Detection with New Weighting Method

A new method improves detection of rare events in critical systems.

Georgios Tertytchny, Georgios L. Stavrinides, Maria K. Michael

2025-02-27T02:14:06+00:00 ― 6 min read

Computation and Language Securing AI with Layer Enhanced Classification

A new method ensures safe AI interactions through innovative classification.

Mason Sawtell, Tula Masterman, Sandi Besen

2025-02-27T01:25:57+00:00 ― 7 min read

Robotics Predicting Vehicle Trajectories: A New Approach

A study on combining LSTMs and Transformers for better vehicle movement predictions.

Chandra Raskoti, Weizi Li

2025-02-26T23:01:30+00:00 ― 7 min read

Programming Languages Optimizing AI Compilers Through Pattern Matching

Discover how pattern matching enhances AI compiler performance on GPUs.

Joseph W. Cutler, Alex Collins, Bin Fan

2025-02-26T21:25:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition TARDIS: A New Approach to OOD Data in Earth Observation

TARDIS helps models identify unfamiliar data in satellite imagery for better accuracy.

Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson

2025-02-26T20:37:03+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Hand Recovery from 2D Images

New method improves accuracy of 3D hand models from single images using generative masked modeling.

Muhammad Usama Saleem, Ekkasit Pinyoanuntapong, Mayur Jagdishbhai Patel

2025-02-26T19:48:54+00:00 ― 6 min read

Image and Video Processing Decoding Visual Thoughts: A Two-Stage Approach

Researchers improve image reconstruction from brain activity using innovative methods.

Lorenzo Veronese, Andrea Moglia, Luca Mainardi

2025-02-26T19:47:10+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Depth Completion: A New Era

Discover how innovative depth completion methods enhance accuracy in robotics and autonomous vehicles.

Massimiliano Viola, Kevin Qu, Nando Metzger

2025-02-26T19:00:45+00:00 ― 6 min read

Machine Learning New Trojan Threat: Concept-ROT in Language Models

A new method enables efficient trojan attacks on language models through broader concepts.

Keltin Grimes, Marco Christiani, David Shriver

2025-02-26T10:59:15+00:00 ― 5 min read

Signal Processing Revolutionizing Brain Analysis: EEG-GMACN Advances

New method enhances EEG signal analysis for better brain insights.

Haili Ye, Stephan Goerttler, Fei He

2025-02-26T09:23:24+00:00 ― 6 min read

Machine Learning The Balance of Accuracy and Trust in Vision-Language Models

Exploring the fine-tuning impacts on prediction accuracy and rationality in AI models.

Qitong Wang, Tang Li, Kien X. Nguyen

2025-02-26T09:22:57+00:00 ― 6 min read

Computation and Language AI Memory: Remembering the Details That Matter

Learn how AI is improving memory management for better interactions.

Elvis Nunez, Luca Zancato, Benjamin Bowman

2025-02-26T08:34:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition FastVLM: Speeding Up Vision Language Models

FastVLM improves speed and accuracy in processing images and text.

Pavan Kumar Anasosalu Vasu, Fartash Faghri, Chun-Liang Li

2025-02-26T06:10:21+00:00 ― 8 min read

Computer Vision and Pattern Recognition A Fresh Approach to Image Registration in Medical Imaging

New methods are transforming how medical images are aligned for better diagnoses.

Vasiliki Sideri-Lampretsa, Nil Stolt-Ansó, Martin Menten

2025-02-26T04:34:03+00:00 ― 6 min read

Machine Learning Mind Over Machine: The Future of Communication

Exploring how BCIs decode imagined speech for improved communication.

Byung-Kwan Ko, Jun-Young Kim, Seo-Hyun Lee

2025-02-26T04:27:18+00:00 ― 7 min read

Human-Computer Interaction New Method to Improve Brain-Computer Interfaces

A groundbreaking approach enhances brain-computer interactions while ensuring user privacy.

Xiaoqing Chen, Tianwang Jia, Dongrui Wu

2025-02-25T23:31:12+00:00 ― 5 min read

Robotics Revolutionizing Vehicle Trajectory Predictions

C2F-TP improves self-driving car predictions for safer roads.

Zichen Wang, Hao Miao, Senzhang Wang

2025-02-25T21:20:42+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Materials Analysis with 3D-CVAE

New model enhances anomaly detection in materials science.

Seyfal Sultanov, James P Buban, Robert F Klie

2025-02-25T18:35:44+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Hand Movement Prediction

A new model predicts hand movements from everyday language.

Chen Bao, Jiarui Xu, Xiaolong Wang

2025-02-25T18:08:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition ORFormer: The Future of Facial Recognition

New method enhances facial landmark detection, even under challenging conditions.

Jui-Che Chiang, Hou-Ning Hu, Bo-Syuan Hou

2025-02-25T16:31:48+00:00 ― 7 min read

Quantum Physics Revolutionizing Particle Classification with QRU

New quantum model enhances particle identification accuracy in noisy environments.

Léa Cassé, Bernhard Pfahringer, Albert Bifet

2025-02-25T16:12:26+00:00 ― 7 min read

Machine Learning AutoSciLab: The Future of Scientific Discovery

Automated labs are transforming how scientists conduct experiments and analyze data.

Saaketh Desai, Sadhvikas Addamane, Jeffrey Y. Tsao

2025-02-25T15:24:40+00:00 ― 7 min read

Solar and Stellar Astrophysics ChronoFlow: A New Way to Age Stars

ChronoFlow helps scientists accurately determine the ages of stars in our universe.

Phil R. Van-Lane, Joshua S. Speagle, Gwendolyn M. Eadie

2025-02-25T14:36:54+00:00 ― 6 min read

Computation and Language BanglishRev: The Future of Online Reviews

A massive dataset revealing consumer opinions in Bengali, English, and Banglish.

Mohammad Nazmush Shamael, Sabila Nawshin, Swakkhar Shatabda

2025-02-25T14:07:21+00:00 ― 6 min read

Machine Learning Transforming Cement Production with Machine Learning

Machine learning offers efficient, real-time solutions for cement production challenges.

Sheikh Junaid Fayaz, Nestor Montiel-Bohorquez, Shashank Bishnoi

2025-02-25T13:49:08+00:00 ― 6 min read

Computer Science - Machine Learning