Computer Science - Machine Learning

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Machine Learning Improving Feature Separation in Variational Autoencoders

A new approach enhances feature learning in variational autoencoders.

2025-09-18T22:11:44+00:00 ― 5 min read

Machine Learning New Method for Explaining Graph Neural Networks

A novel approach provides clear explanations for graph classifications.

2025-09-18T21:31:42+00:00 ― 4 min read

Machine Learning Advancements in Continual Learning with t-DGR

t-DGR offers a new approach to continual learning, improving task retention and performance.

2025-09-18T21:23:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition New Model Combines 2D and 3D Image Analysis

A novel model effectively integrates 2D and 3D image processing.

2025-09-18T21:15:54+00:00 ― 6 min read

Neural and Evolutionary Computing Advancements in Spiking Neural Network Training

A new framework enhances SNNs for better efficiency and performance.

2025-09-18T21:08:00+00:00 ― 5 min read

Machine Learning Enhancing Graph Neural Networks for Large Data

A new system improves GNN performance on large graph datasets.

2025-09-18T20:52:12+00:00 ― 5 min read

Quantum Physics Quantum Kernels and Their Role in Machine Learning

Exploring quantum kernels' potential in enhancing machine learning techniques.

2025-09-18T19:41:32+00:00 ― 6 min read

Quantitative Methods Linking Genetics and Movement to Opioid Use Disorder

Combining genetic and mobility data may improve opioid use disorder predictions.

2025-09-18T19:39:54+00:00 ― 7 min read

Computers and Society Future Perspectives on Artificial Intelligence Development

Experts share insights on AI's progress, risks, and future expectations.

2025-09-18T19:25:18+00:00 ― 6 min read

Machine Learning Advancing Electric Power Systems with Deep Learning

Deep learning techniques improve monitoring and optimization in electric power systems.

2025-09-18T18:58:55+00:00 ― 6 min read

Machine Learning Examining Sample Complexity in NPMD Algorithms

This study highlights the sample complexity of Neural Policy Mirror Descent algorithms in deep learning.

2025-09-18T18:51:28+00:00 ― 5 min read

Machine Learning Vulnerabilities of Graph Neural Networks in Link Prediction

Study reveals backdoor attack risks in GNN link prediction tasks.

2025-09-18T18:37:54+00:00 ― 6 min read

Machine Learning Innovative Attack Strategies in Reinforcement Learning

New methods target agent behavior through training-time attacks.

2025-09-18T18:30:00+00:00 ― 6 min read

Software Engineering Reproducing Deep Learning Bugs: Key Insights

Discover methods to reproduce deep learning bugs for better software reliability.

2025-09-18T18:14:12+00:00 ― 8 min read

Machine Learning Advancements in Tensorial Neural Networks

A new framework optimizes Tensorial Neural Networks for better efficiency and performance.

2025-09-18T17:58:24+00:00 ― 6 min read

Machine Learning A New Framework for Predicting Molecular Properties

Combining 2D and 3D models boosts molecular property prediction accuracy.

2025-09-18T17:50:33+00:00 ― 6 min read

Databases Improving Imputation Techniques for Missing Data

Advanced methods enhance accuracy and efficiency in handling missing data.

2025-09-18T17:50:30+00:00 ― 5 min read

Machine Learning MOTO: A New Approach to Robot Learning

MOTO enhances robot learning by combining offline training with online fine-tuning.

2025-09-18T17:26:48+00:00 ― 6 min read

Machine Learning New Method to Combat Backdoor Attacks in Deep Learning

E2ABL offers a fresh approach to enhance model security against backdoor threats.

2025-09-18T16:31:30+00:00 ― 6 min read

Machine Learning Tackling Complex Goals in Reinforcement Learning

Multi-objective reinforcement learning manages competing goals for better decision-making.

2025-09-18T16:23:36+00:00 ― 7 min read

Machine Learning Improving Robustness in Adversarial Training

Analyzing stability in adversarial training to enhance model generalization.

2025-09-18T16:15:42+00:00 ― 7 min read

Software Engineering Managing Assumptions in Deep Learning Frameworks

A study on identifying and managing assumptions in deep learning projects using the AssuEval dataset.

2025-09-18T15:44:06+00:00 ― 8 min read

Machine Learning Enhancing Neural Network Interpretability with BIMT

A look at Brain-Inspired Modular Training for better AI model clarity.

2025-09-18T15:36:12+00:00 ― 8 min read

Information Retrieval Improving Recommendations Through Conversation with ChatGPT

This research examines how ChatGPT enhances recommendation systems using user feedback.

2025-09-18T15:20:24+00:00 ― 6 min read

Machine Learning Enhancing Fairness in Federated Learning Models

This paper presents a method to improve fairness in federated learning while safeguarding data privacy.

2025-09-18T15:04:36+00:00 ― 6 min read

Machine Learning Enhancing Anomaly Detection in Bitcoin Transactions

Improving methods for detecting abnormal Bitcoin transactions to enhance system security.

2025-09-18T14:33:00+00:00 ― 5 min read

Machine Learning Enhancing Collaboration in Federated Reinforcement Learning

New method allows agents to learn together while managing untrustworthy influences.

2025-09-18T13:53:30+00:00 ― 6 min read

Image and Video Processing New Technique for Detecting Metastatic Cancer Cells

A study introduces a method for identifying cancer cells using advanced imaging and deep learning.

2025-09-18T13:18:50+00:00 ― 5 min read

Machine Learning Minimum Width in Deep Neural Networks

Research reveals new insights on the minimum width for effective neural networks.

2025-09-18T12:53:32+00:00 ― 6 min read

Machine Learning Optimizing Truck Routes with Deep Reinforcement Learning

Utilizing deep reinforcement learning to enhance truck delivery efficiency.

2025-09-18T12:42:24+00:00 ― 8 min read

Computation and Language The Role of AI Tools in Modern Research

AI tools are transforming how researchers access and engage with academic information.

2025-09-18T12:34:30+00:00 ― 6 min read

Audio and Speech Processing Advancing Speech Movement Prediction in Dysarthria

Using self-supervised learning to enhance predictions of speech movements in dysarthria.

2025-09-18T12:30:15+00:00 ― 5 min read

Machine Learning Optimizing Designs with Limited Data Using Functional Graphical Models

Explore how FGMs enhance optimization under data constraints.

2025-09-18T12:18:42+00:00 ― 7 min read

Machine Learning Advancing Federated Learning with Risk-Aware Models

A new approach to improve Federated Learning amidst uneven user participation.

2025-09-18T12:10:56+00:00 ― 4 min read

Machine Learning New Method for Private Fine-Tuning of Language Models

DP-ZO balances privacy and performance in language model training.

2025-09-18T12:02:54+00:00 ― 5 min read

Machine Learning Advancements in Structural Equation Modeling for Data Analysis

New model improves analysis of complex relationships in statistics and machine learning.

2025-09-18T11:20:52+00:00 ― 5 min read

Machine Learning Evaluating Deep Learning for Tabular Data

A look into how deep learning performs on tabular datasets.

2025-09-18T11:15:30+00:00 ― 7 min read

Machine Learning Identifying Mixed Distributions from Random Samples

A new method for accurately identifying mixed distributions from random variable samples.

2025-09-18T10:30:48+00:00 ― 5 min read

Computation and Language A Deep Dive into Language Models

Exploring the development and impact of modern language models on communication.

2025-09-18T09:56:30+00:00 ― 5 min read

Machine Learning New Method for Treatment Effect Estimation

Introducing HINITE, a method for accurately estimating treatment effects in complex scenarios.

2025-09-18T09:40:44+00:00 ― 6 min read