Machine Learning

Systems and Control AI Transforms Engineering Design for Dynamic Systems

Discover how AI is changing the landscape of engineering design.

Kristin M. de Payrebrune, Kathrin Flaßkamp, Tom Ströhla

2025-02-22T01:45:18+00:00 ― 7 min read

Machine Learning Split-Federated Learning: A New Way to Share Data

Learn how Split-Federated Learning improves data privacy and efficiency.

Chamani Shiranthika, Hadi Hadizadeh, Parvaneh Saeedi

2025-02-21T17:50:06+00:00 ― 7 min read

Quantitative Methods Navigating Pandemics and Wars: Health at Risk

A look at how health systems cope during pandemics and wars.

Adi Shuchami, Teddy Lazebnik

2025-02-21T16:36:48+00:00 ― 6 min read

Computation and Language Training Large Language Models: The Two-Phase Approach

Discover the two-phase training method for improving large language models.

Steven Feng, Shrimai Prabhumoye, Kezhi Kong

2025-02-21T15:25:39+00:00 ― 8 min read

Machine Learning Calibrated Direct Preference Optimization: Shaping AI Responses

A method that aligns language models with human preferences through effective calibration.

Teng Xiao, Yige Yuan, Huaisheng Zhu

2025-02-21T13:01:12+00:00 ― 7 min read

Machine Learning FINN: The Future of Option Pricing

FINN blends finance theory with machine learning for accurate option pricing.

Amine M. Aboussalah, Xuanze Li, Cheng Chi

2025-02-21T11:15:15+00:00 ― 7 min read

Cryptography and Security Protecting Cloud Data: The MAIDS Model

MAIDS offers proactive security for cloud data against unauthorized access.

Kishu Gupta, Deepika Saxena, Rishabh Gupta

2025-02-21T07:24:09+00:00 ― 6 min read

Machine Learning Speeding Up Deep Learning with SCG

Discover how the SCG method optimizes deep learning efficiently.

Naoki Sato, Koshiro Izumi, Hideaki Iiduka

2025-02-21T06:10:04+00:00 ― 6 min read

Machine Learning Smart Solutions for Diesel Engine Monitoring

Discover how digital twins and machine learning improve diesel engine maintenance.

Kamaljyoti Nath, Varun Kumar, Daniel J. Smith

2025-02-21T06:00:54+00:00 ― 7 min read

Robotics Robots That Answer: The Future of Interaction

Robots are learning to answer questions about their surroundings with confidence.

Saumya Saxena, Blake Buchanan, Chris Paxton

2025-02-21T04:11:33+00:00 ― 6 min read

Geophysics Revolutionizing Urban Traffic Monitoring with DAS

Discover how Distributed Acoustic Sensing changes traffic monitoring in cities.

Khen Cohen, Liav Hen, Ariel Lellouch

2025-02-21T03:08:24+00:00 ― 6 min read

Optimization and Control Navigating Optimization with Stochastic Methods

Learn how stochastic first-order methods simplify optimization challenges.

Chuan He

2025-02-21T03:08:00+00:00 ― 4 min read

Biomolecules Decoding T Cell Receptor Specificity: A New Approach

Researchers use machine learning to reveal how T Cell Receptors interact with ligands.

Andrew G. T. Pyo, Yuta Nagano, Martina Milighetti

2025-02-20T23:01:02+00:00 ― 6 min read

Computer Vision and Pattern Recognition Speeding Up Semantic Segmentation with Split Learning

Learn how split learning reduces delays in real-time computer vision applications.

Nikos G. Evgenidis, Nikos A. Mitsiou, Sotiris A. Tegos

2025-02-20T21:48:20+00:00 ― 7 min read

Machine Learning Dynamic Graphs: The Future of Data Analysis

Explore how dynamic graphs and contrastive learning reshape our understanding of data.

Yiming Xu, Bin Shi, Teng Ma

2025-02-20T21:46:21+00:00 ― 7 min read

Computer Vision and Pattern Recognition VLM-AD: Transforming Self-Driving Car Intelligence

VLM-AD enhances self-driving car reasoning for safer driving experiences.

Yi Xu, Yuxin Hu, Zaiwei Zhang

2025-02-20T20:58:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Human Mesh Recovery: The Future of 3D Models

GenHMR transforms how we create 3D human models from images.

Muhammad Usama Saleem, Ekkasit Pinyoanuntapong, Pu Wang

2025-02-20T20:10:03+00:00 ― 6 min read

Machine Learning Deep Learning Transforms Satellite Data Analysis

New method fills data gaps using deep learning and satellite observations.

Weibin Chen, Azhir Mahmood, Michel Tsamados

2025-02-20T19:59:42+00:00 ― 6 min read

Machine Learning The Dangers of Cherry-Picking in Forecasting

Cherry-picking datasets leads to misleading results in time series forecasting.

Luis Roque, Carlos Soares, Vitor Cerqueira

2025-02-20T19:21:54+00:00 ― 8 min read

Machine Learning Balancing Memory: A New Way for AI Learning

A novel strategy helps AI learn better by retaining past knowledge while adapting to new tasks.

Hongye Xu, Jan Wasilewski, Bartosz Krawczyk

2025-02-20T18:33:45+00:00 ― 8 min read

Computer Vision and Pattern Recognition FedPIA: Advancing Vision-Language Models with Data Privacy

FedPIA enhances machine learning while safeguarding sensitive data privacy.

Pramit Saha, Divyanshu Mishra, Felix Wagner

2025-02-20T17:45:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Art of Image Creation: Diffusion Models

Discover how diffusion models turn noise into stunning images.

Jaineet Shah, Michael Gromis, Rickston Pinto

2025-02-20T16:57:27+00:00 ― 5 min read

Machine Learning Navigating Data Drift: The PDD Approach

Learn how Profile Drift Detection can keep your predictive models accurate.

Ugur Dar, Mustafa Cavus

2025-02-20T14:54:31+00:00 ― 7 min read

Optimization and Control AI's Role in Engineering: A New Era of Accuracy

Discover how AI is improving engineering solutions through innovative models and techniques.

John M. Hanna, Irene E. Vignon-Clementel

2025-02-20T13:48:50+00:00 ― 6 min read

Data Structures and Algorithms Safeguarding Your Data: The Future of Privacy

Learn how fingerprinting codes and algorithms protect your personal data.

Xin Lyu, Kunal Talwar

2025-02-20T13:44:51+00:00 ― 6 min read

Data Structures and Algorithms Mastering Efficient Sampling Techniques

Exploring effective methods for sampling from complex logconcave distributions.

Minhui Jiang, Yuansi Chen

2025-02-20T09:49:20+00:00 ― 5 min read

Machine Learning ResQ: A Game Changer for Language Models

ResQ optimizes large language models, enhancing performance and reducing costs.

Utkarsh Saxena, Sayeh Sharify, Kaushik Roy

2025-02-20T08:07:48+00:00 ― 6 min read

Machine Learning Revolutionizing Reinforcement Learning with Asynchronous Methods

Learn how asynchronous techniques improve real-time decision-making for AI agents.

Matthew Riemer, Gopeshh Subbaraj, Glen Berseth

2025-02-20T07:19:39+00:00 ― 6 min read

Machine Learning Revolutionizing Protein Research with AI Models

New AI tools are transforming protein research, aiding in drug discovery and environmental solutions.

Shivasankaran Vanaja Pandi, Bharath Ramsundar

2025-02-20T05:25:16+00:00 ― 6 min read

Machine Learning Rethinking Similarity in Neural Networks

A new approach improves understanding of neural network similarities.

András Balogh, Márk Jelasity

2025-02-20T04:44:09+00:00 ― 6 min read

Machine Learning Evaluating Generative Models: A Clear Path Ahead

Discover the importance of assessing generative model outputs and evolving evaluation methods.

Alexis Fox, Samarth Swarup, Abhijin Adiga

2025-02-20T04:07:03+00:00 ― 6 min read

Machine Learning Revolutionizing Federated Learning with FedCOF

A fresh approach to federated learning that balances privacy and efficiency.

Dipam Goswami, Simone Magistri, Kai Wang

2025-02-20T01:42:36+00:00 ― 6 min read

Machine Learning Boosting Efficiency with Prediction-Enhanced Monte Carlo

PEMC combines Monte Carlo simulations with machine learning for faster, accurate results.

Fengpei Li, Haoxian Chen, Jiahe Lin

2025-02-19T23:38:58+00:00 ― 5 min read

Machine Learning PowerMLP: The Fast Track for Neural Networks

PowerMLP offers a speedy solution for efficient neural network training.

Ruichen Qiu, Yibo Miao, Shiwen Wang

2025-02-19T21:49:50+00:00 ― 7 min read

Computer Vision and Pattern Recognition Adapting Models Without Labels: The Future of AI

Learn how models adapt to new data without original labels using innovative techniques.

Jing Wang, Wonho Bae, Jiahong Chen

2025-02-19T21:41:51+00:00 ― 7 min read

Machine Learning Simi-Mailbox: A Smart Solution for GNN Calibration

New method improves confidence in GNN predictions significantly.

Hyunjin Seo, Kyusung Seo, Joonhyung Park

2025-02-19T19:17:24+00:00 ― 8 min read

Machine Learning Decoding the Secrets of State Space Models

Learn how state space models evolve with deep learning.

Jiahe Lin, George Michailidis

2025-02-19T18:33:47+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Video Generation with VideoDPO

A new method enhances video creation to match user expectations.

Runtao Liu, Haoyu Wu, Zheng Ziqiang

2025-02-19T15:16:39+00:00 ― 7 min read

Machine Learning Closing the Gaps in Healthcare Data

Methods to handle missing data can improve patient care and treatment analysis.

Lien P. Le, Xuan-Hien Nguyen Thi, Thu Nguyen

2025-02-19T13:28:36+00:00 ― 6 min read

Machine Learning Machine Learning for Everyone: Fair and Reliable Systems

Learn how multi-distribution learning makes machine systems smarter and fairer.

Rajeev Verma, Volker Fischer, Eric Nalisnick

2025-02-19T10:27:45+00:00 ― 7 min read

Computer Science - Machine Learning