Machine Learning

Machine Learning ConfigX: Streamlining Black-Box Optimization

ConfigX simplifies configuring evolutionary algorithms for diverse problem-solving tasks.

Hongshu Guo, Zeyuan Ma, Jiacheng Chen

2025-03-24T21:45:54+00:00 ― 5 min read

Machine Learning Revolutionizing Sampling with Path-Guided Techniques

Learn about Path-Guided Particle-based Sampling and its real-world applications.

Mingzhou Fan, Ruida Zhou, Chao Tian

2025-03-24T20:02:23+00:00 ― 5 min read

Geophysics New Methods Improve Earthquake Predictions

Research combines seismic models to enhance predictions and reduce uncertainty in earthquake impacts.

Sam A. Scivier, Tarje Nissen-Meyer, Paula Koelemeijer

2025-03-24T14:57:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Radar Models for Self-Driving Cars

New radar models improve detection for self-driving vehicles in tough weather.

Gayathri Dandugula, Santhosh Boddana, Sudesh Mirashi

2025-03-24T12:56:15+00:00 ― 7 min read

Systems and Control Smart Solutions for Urban Traffic Management

Discover how technology is transforming traffic signal control for better urban mobility.

Talha Azfar, Ruimin Ke

2025-03-24T12:08:06+00:00 ― 7 min read

Artificial Intelligence Revolutionizing Biology with AI-Driven Digital Organisms

AI is transforming biological research through innovative digital organisms.

Le Song, Eran Segal, Eric Xing

2025-03-24T11:39:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Slimming Down AI: The Shift to Quantization

Smarter AI for smaller devices through model quantization techniques.

Ahmed Luqman, Khuzemah Qazi, Imdadullah Khan

2025-03-24T09:43:39+00:00 ― 6 min read

Artificial Intelligence Introducing NeSyA: A New Era in AI

NeSyA combines neural networks with symbolic reasoning for smarter AI.

Nikolaos Manginas, George Paliouras, Luc De Raedt

2025-03-24T04:54:45+00:00 ― 6 min read

Machine Learning Label Distribution Learning: A Game Changer

Explore the flexibility of labeling with label distribution learning.

Daokun Zhang, Russell Tsuchida, Dino Sejdinovic

2025-03-24T04:06:36+00:00 ― 7 min read

Machine Learning AI's New Strategy for Puzzles

A fresh approach helps AI tackle complex puzzles better.

Kartik Singhal, Gautam Shroff

2025-03-24T03:18:27+00:00 ― 8 min read

Computer Vision and Pattern Recognition The Rise of Diffusion Models in Image Generation

Discover how diffusion models are changing the landscape of digital imagery.

Abulikemu Abuduweili, Chenyang Yuan, Changliu Liu

2025-03-24T02:15:54+00:00 ― 7 min read

Machine Learning Temporal Graph Neural Networks: A New Frontier

Discover how TGNNs model changing data relationships over time.

Junwei Su, Shan Wu

2025-03-23T23:17:42+00:00 ― 7 min read

Machine Learning DYNAMO-GAT: Tackling Oversmoothing in GNNs

A new approach to enhance Graph Neural Networks by addressing oversmoothing challenges.

Biswadeep Chakraborty, Harshit Kumar, Saibal Mukhopadhyay

2025-03-23T19:16:57+00:00 ― 7 min read

Machine Learning Enhancing Deep Learning with FMGP

FMGP improves DNN predictions by estimating uncertainty, crucial for high-stakes applications.

Luis A. Ortega, Simón Rodríguez-Santana, Daniel Hernández-Lobato

2025-03-23T18:36:28+00:00 ― 7 min read

Human-Computer Interaction Flying into the Future: Advanced Air Mobility

Advanced Air Mobility is changing urban travel with air taxis and drones.

Fatma Yamac Sagirli, Xiaopeng Zhao, Zhenbo Wang

2025-03-23T18:28:48+00:00 ― 5 min read

Computer Vision and Pattern Recognition Higher-Order Convolutions: A Step Forward in Image Recognition

New techniques improve how machines understand images, mimicking human perception.

Simone Azeglio, Olivier Marre, Peter Neri

2025-03-23T18:03:14+00:00 ― 9 min read

Human-Computer Interaction The Hidden Risks of Brain-Computer Interfaces

Understanding the security threats facing brain-computer interfaces today.

Lubin Meng, Xue Jiang, Xiaoqing Chen

2025-03-23T16:52:30+00:00 ― 7 min read

Human-Computer Interaction T-TIME: A Game Changer for Brain-Computer Interfaces

T-TIME streamlines brain-computer interfaces for easier user experiences.

Siyang Li, Ziwei Wang, Hanbin Luo

2025-03-23T15:16:12+00:00 ― 7 min read

Machine Learning The Role of Bridge-Type Estimators in Statistics

Bridge-type estimators help identify key variables in complex data efficiently.

Alessandro De Gregorio, Francesco Iafrate

2025-03-23T13:31:17+00:00 ― 8 min read

Machine Learning Innovative Clustering for Streaming Data

A new method to analyze continuously changing data streams effectively.

Aniket Bhanderi, Raj Bhatnagar

2025-03-23T12:51:45+00:00 ― 8 min read

Machine Learning MAPLE: A New Way to Learn Preferences

Discover how MAPLE helps machines understand your likes without the hassle.

Saaduddin Mahmud, Mason Nakamura, Shlomo Zilberstein

2025-03-23T09:39:09+00:00 ― 7 min read

Machine Learning Understanding Training Data Attribution in Machine Learning

Explore the significance and methods of Training Data Attribution in AI.

Dennis Wei, Inkit Padhi, Soumya Ghosh

2025-03-23T08:26:06+00:00 ― 6 min read

Machine Learning Regulating AI: Balancing Safety and Performance

Exploring the need for AI regulation while ensuring effective human collaboration.

Eoin M. Kenny, Julie A. Shah

2025-03-23T04:50:15+00:00 ― 8 min read

Machine Learning Breaking Down Seasonal Time-Series Data with MSSD

A new model enhances forecasting by analyzing seasonal patterns more effectively.

Yining Pang, Chenghan Li

2025-03-23T04:02:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition Fairness in Image Classification: A Growing Concern

Exploring the need for fair AI in image classification.

Javon Hickmon

2025-03-23T03:13:57+00:00 ― 6 min read

Machine Learning Fighting Fake News: A New Approach

Discover how GAMED improves fake news detection with innovative techniques.

Lingzhi Shen, Yunfei Long, Xiaohao Cai

2025-03-23T02:25:48+00:00 ― 7 min read

Machine Learning Understanding Signed Graphs and GNNs

Explore the role of signed graphs in data science and advancements in GNNs.

Zian Zhai, Sima Qing, Xiaoyang Wang

2025-03-23T00:49:30+00:00 ― 5 min read

Machine Learning SMARTCAL: Improving Tool Use in AI Models

A new approach that helps AI models use tools effectively.

Yuanhao Shen, Xiaodan Zhu, Lei Chen

2025-03-23T00:01:21+00:00 ― 6 min read

Computation and Language Transforming Chart Comprehension in AI

A new benchmark aims to enhance AI's understanding of scientific charts.

Lingdong Shen, Qigqi, Kun Ding

2025-03-22T23:13:12+00:00 ― 7 min read

Machine Learning Balancing Multiple Goals in Learning Systems

Learn how MOGCSL simplifies multi-objective learning for better recommendations.

Shijun Li, Hilaf Hasson, Jing Hu

2025-03-22T13:35:24+00:00 ― 6 min read

Machine Learning Efficient Memory Management in Language Models

New techniques compress KV caches, saving memory without losing performance.

Junhyuck Kim, Jongho Park, Jaewoong Cho

2025-03-22T11:59:06+00:00 ― 5 min read

Computational Engineering, Finance, and Science Reviving Old Sites for Nuclear Growth

Discover how repurposing brownfields and coal sites can boost nuclear energy.

Omer Erdem, Kevin Daley, Gabrielle Hoelzle

2025-03-22T11:10:57+00:00 ― 6 min read

Information Retrieval MOPI-HFRS: A New Way to Eat Healthy

Introducing a personalized food recommendation system focused on health and taste.

Zheyuan Zhang, Zehong Wang, Tianyi Ma

2025-03-22T08:46:30+00:00 ― 8 min read

Machine Learning Reimagining Graph Analysis with GGNN Framework

Discover how GGNN transforms graph analysis through innovative methods.

Amirreza Shiralinasab Langari, Leila Yeganeh, Kim Khoa Nguyen

2025-03-22T05:33:54+00:00 ― 5 min read

Computer Vision and Pattern Recognition Transforming Diffusion Models: The Memory Boost

External memory banks enhance diffusion models for better image and sound creation.

Yi Tang, Peng Sun, Zhenglin Cheng

2025-03-22T01:33:09+00:00 ― 6 min read

Machine Learning Advancing Radioisotope Identification with Machine Learning

Researchers harness machine learning to improve radioisotope identification amid data challenges.

Peter Lalor

2025-03-22T01:20:56+00:00 ― 6 min read

Information Retrieval Position Bias in Online Shopping: A Hidden Challenge

Learn how position bias affects your online shopping experience.

Andrii Dzhoha, Alexey Kurennoy, Vladimir Vlasov

2025-03-22T00:45:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Dynamic Feature Map Reduction: A Game Changer for Visual Models

A new method improves how models process visual information efficiently.

Ke Wang, Hong Xuan

2025-03-21T23:56:51+00:00 ― 7 min read

Machine Learning Unlocking Scientific Insights with GenAI4UQ

A user-friendly software that simplifies uncertainty quantification for researchers.

Ming Fan, Zezhong Zhang, Dan Lu

2025-03-21T23:45:24+00:00 ― 9 min read

Computer Vision and Pattern Recognition Breaking Down Knowledge Barriers: Task Fingerprinting in Medical Imaging

Task fingerprinting could transform knowledge sharing in medical imaging.

Patrick Godau, Akriti Srivastava, Tim Adler

2025-03-21T22:20:33+00:00 ― 5 min read

Computer Science - Machine Learning

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