Computer Science - Machine Learning

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Machine Learning Advancing Experimental Design with IO-NPF Method

A new algorithm improves efficiency in Bayesian experimental design.

Sahel Iqbal, Hany Abdulsamad, Sara Pérez-Vieites

2025-06-07T02:32:40+00:00 ― 5 min read

Computer Vision and Pattern Recognition GSplatLoc: Advancing Visual Localization

A new framework improves camera pose estimation in various environments.

Gennady Sidorov, Malik Mohrat, Ksenia Lebedeva

2025-06-07T02:15:48+00:00 ― 5 min read

Machine Learning Understanding Hierarchical Federated Learning

A look into Hierarchical Federated Learning and its advantages for device privacy.

Nathaniel Hudson, Valerie Hayot-Sasson, Yadu Babuji

2025-06-07T01:52:06+00:00 ― 4 min read

Computation and Language Advancing Education Through Dialogue Knowledge Tracing

A new method tracks student learning via conversations with AI tutors.

Alexander Scarlatos, Andrew Lan

2025-06-07T01:28:24+00:00 ― 6 min read

Machine Learning Improving Federated Learning with Zero-Order Optimization

A new method enhances federated learning by reducing data transmission and energy usage.

Elissa Mhanna, Mohamad Assaad

2025-06-07T00:48:54+00:00 ― 5 min read

Machine Learning Parameter-Efficient Transfer Learning in Visual Recognition

A look at using smaller adjustments for large pre-trained models.

Zheda Mai, Ping Zhang, Cheng-Hao Tu

2025-06-07T00:01:30+00:00 ― 5 min read

Computer Vision and Pattern Recognition Enhancing Model Transparency with Information Propagation

A new method provides clearer explanations for deep learning decisions.

Ruo Yang, Binghui Wang, Mustafa Bilgic

2025-06-06T23:53:36+00:00 ― 5 min read

Computers and Society Reporting AI Incidents: Challenges and Insights

Examining issues in AI incident reporting for better practices and understanding.

Kevin Paeth, Daniel Atherton, Nikiforos Pittaras

2025-06-06T23:45:42+00:00 ― 6 min read

Machine Learning Assessing Fairness in Entity Matching Techniques

This paper investigates fairness in blocking methods for entity matching systems.

Mohammad Hossein Moslemi, Harini Balamurugan, Mostafa Milani

2025-06-06T23:29:54+00:00 ― 7 min read

Machine Learning Advancements in Modern Hopfield Networks with HEN

HEN improves memory retrieval in neural networks by enhancing pattern separability.

Satyananda Kashyap, Niharika S. D'Souza, Luyao Shi

2025-06-06T23:22:00+00:00 ― 6 min read

Machine Learning Advancements in Online Unsupervised Continual Learning

Exploring how machines learn continuously from data streams using PCMC.

Cameron Taylor, Vassilis Vassiliades, Constantine Dovrolis

2025-06-06T23:14:06+00:00 ― 6 min read

Machine Learning Centrifugal Clutches and Their Impact on Automatic Transmissions

Learn how centrifugal clutches enhance automatic transmission performance in vehicles.

Bo-Yi Lin, Kai Chun Lin

2025-06-06T23:06:55+00:00 ― 5 min read

Computer Vision and Pattern Recognition California Wildfire GeoImaging Dataset: A New Approach to Detection

Addressing wildfire detection through a comprehensive satellite imagery dataset.

Valeria Martin, K. Brent Venable, Derek Morgan

2025-06-06T22:50:24+00:00 ― 5 min read

Image and Video Processing Improving LPBF Quality with Deep Learning Techniques

A new method enhances metal part monitoring during LPBF using deep learning for image improvement.

Francis Ogoke, Sumesh Kalambettu Suresh, Jesse Adamczyk

2025-06-06T22:39:25+00:00 ― 7 min read

Computer Vision and Pattern Recognition New Dataset Aims to Improve Field Boundary Detection

A larger dataset enhances automated detection of agricultural field boundaries from satellite images.

Hannah Kerner, Snehal Chaudhari, Aninda Ghosh

2025-06-06T21:55:06+00:00 ― 7 min read

Machine Learning Using Blood Tests and Machine Learning to Predict Cognitive Decline

Research shows promise in predicting cognitive decline with blood tests and advanced models.

Henry Musto, Daniel Stamate, Doina Logofatu

2025-06-06T21:15:36+00:00 ― 5 min read

Computer Vision and Pattern Recognition New Irrigation System Saves Water with Doorbell Cameras

ERIC uses machine learning and cameras to enhance irrigation efficiency.

Tian Liu, Liuyi Jin, Radu Stoleru

2025-06-06T21:02:15+00:00 ― 6 min read

Machine Learning Advancing Clustering with Problem-oriented AutoML

A new framework simplifies clustering by tailoring solutions to specific needs.

Matheus Camilo da Silva, Gabriel Marques Tavares, Eric Medvet

2025-06-06T20:59:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Automating Evaluation in Precision Agriculture

This research introduces automated methods for assessing precision spraying in agriculture.

Harry Rogers, Tahmina Zebin, Grzegorz Cielniak

2025-06-06T20:44:00+00:00 ― 6 min read

Machine Learning Advancements in Speech Recognition for Children

A new ASR method helps technology understand children's speech better.

Zhonghao Shi, Harshvardhan Srivastava, Xuan Shi

2025-06-06T20:13:40+00:00 ― 5 min read

Machine Learning Merging LoRAs for Enhanced Model Performance

Learn how LoRA-LEGO merges models for better task handling.

Ziyu Zhao, Tao Shen, Didi Zhu

2025-06-06T20:04:30+00:00 ― 5 min read

Computation and Language Addressing Privacy Risks with Membership Inference Attacks

Explore the privacy concerns surrounding membership inference attacks in machine learning.

Hongyan Chang, Ali Shahin Shamsabadi, Kleomenis Katevas

2025-06-06T19:52:08+00:00 ― 5 min read

Computer Vision and Pattern Recognition The Fascinating Phenomenon of Pareidolia

Exploring how humans and machines perceive faces in random patterns.

Mark Hamilton, Simon Stent, Vasha DuTell

2025-06-06T19:32:54+00:00 ― 6 min read

Machine Learning Tuning Neural Networks: A Look at Hyperparameters

Learn how hyperparameters affect neural network performance and complexity.

Huixin Guan

2025-06-06T18:45:30+00:00 ― 4 min read

Machine Learning Advancements in Image Classification with Graph Neural Networks

Combining graph neural networks and variational autoencoders enhances image classification accuracy.

Caio F. Deberaldini Netto, Zhiyang Wang, Luana Ruiz

2025-06-06T18:36:30+00:00 ― 5 min read

Machine Learning The Impact of Soft Label Learning in Classification Models

Soft labels can improve machine learning model performance in uncertain data scenarios.

Sjoerd de Vries, Dirk Thierens

2025-06-06T18:21:48+00:00 ― 6 min read

Machine Learning Searching for New Particles in High-Energy Collisions

A look into methods for identifying potential new particles in particle physics.

Soheun Yi, John Alison, Mikael Kuusela

2025-06-06T18:12:00+00:00 ― 6 min read

Machine Learning Advancements in Time Series Forecasting Models

A new model architecture improves forecasting accuracy and efficiency.

Xiaoming Shi, Shiyu Wang, Yuqi Nie

2025-06-06T17:58:06+00:00 ― 6 min read

Image and Video Processing Advancements in Blood Vessel Segmentation Techniques

New method improves accuracy in identifying blood vessels in medical images.

Amine Sadikine, Bogdan Badic, Jean-Pierre Tasu

2025-06-06T17:47:55+00:00 ― 4 min read

Quantitative Methods New Method for Analyzing Cellular Interactions

Combining time-series and perturbation data improves understanding of cellular networks.

Stephen Y Zhang

2025-06-06T17:21:56+00:00 ― 8 min read

Computer Vision and Pattern Recognition Advancements in Anime-Style Image Generation with NovelAI Diffusion V3

Exploring key enhancements in generating high-quality anime images using NovelAI Diffusion V3.

Juan Ossa, Eren Doğan, Alex Birch

2025-06-06T17:02:48+00:00 ― 5 min read

Signal Processing Advancements in Online Graph Learning Methods

A new method for real-time graph learning adapts efficiently to changing data.

Hector Chahuara, Gonzalo Mateos

2025-06-06T16:59:20+00:00 ― 5 min read

Machine Learning Evaluating Anomaly Detection Metrics for Better Insights

A study on the importance of evaluation metrics in anomaly detection.

Minjae Ok, Simon Klüttermann, Emmanuel Müller

2025-06-06T16:39:06+00:00 ― 5 min read

Machine Learning Estimating Sources of Stratospheric Aerosols from Volcanic Eruptions

A new approach to estimate volcanic aerosol sources and their climate effects.

J. Hart, I. Manickam, M. Gulian

2025-06-06T16:31:52+00:00 ― 7 min read

Machine Learning Improving Data Collection in AI with Auctions

A new auction-based method enhances the efficiency of collecting preference data for AI models.

Guoxi Zhang, Jiuding Duan

2025-06-06T16:19:36+00:00 ― 5 min read

Image and Video Processing Advancements in Diabetic Eye Disease Detection

Deep learning improves early detection of diabetic retinopathy and macular edema.

Philippe Zhang, Pierre-Henri Conze, Mathieu Lamard

2025-06-06T16:10:45+00:00 ― 5 min read

Machine Learning Collaborative Inference at the Edge for Multi-View Classification

This approach improves efficiency and accuracy in analyzing data from multiple devices.

Marco Palena, Tania Cerquitelli, Carla Fabiana Chiasserini

2025-06-06T15:59:36+00:00 ― 6 min read

Machine Learning Advancements in Inverse Constrained Reinforcement Learning

Machines learn constraints from expert behavior to improve decision-making.

Bo Yue, Jian Li, Guiliang Liu

2025-06-06T15:43:48+00:00 ― 6 min read

High Energy Physics - Theory Neural Networks in Conformal Field Theory

Exploring the role of neural networks in understanding conformal fields and phase transitions.

James Halverson, Joydeep Naskar, Jiahua Tian

2025-06-06T15:42:39+00:00 ― 7 min read

Machine Learning Advancements in Causal Inference with ps-BART Model

A new model improves treatment effect estimation in complex scenarios.

Hugo Gobato Souto, Francisco Louzada Neto

2025-06-06T15:41:48+00:00 ― 6 min read