Latest Articles for Machine Learning

Cryptography and Security Challenges of Data Privacy in Machine Learning

Examining the complexities of data privacy and unlearning in machine learning.

2025-09-26T12:32:42+00:00 ― 4 min read

Machine Learning Advancing Streaming Lifelong Learning in AI

A new method improves AI's ability to learn continuously without forgetting.

2025-09-26T12:24:48+00:00 ― 5 min read

Computation and Language Advancing Legal AI with Privacy in Mind

FedJudge offers a privacy-focused approach to legal language model training.

2025-09-26T12:16:54+00:00 ― 6 min read

Computation and Language Speeding Up Large Language Models with Self-Speculative Decoding

A new method reduces time in generating text with language models.

2025-09-26T12:09:00+00:00 ― 6 min read

Computation and Language Improving Style Transfer with Expert Feedback

This paper presents a method to enhance style transfer clarity through expert feedback.

2025-09-26T11:53:12+00:00 ― 4 min read

Computation and Language Evaluating Language Models Across Diverse Data

Research reveals how language models adapt to unfamiliar topics and domains.

2025-09-26T11:45:18+00:00 ― 7 min read

Human-Computer Interaction Understanding Machine Learning Explanations

A study on how users interpret AI explanations and their limitations.

2025-09-26T11:37:24+00:00 ― 8 min read

Computation and Language Advancements in Speech Recognition Technology

New methods enhance accuracy and speed in speech recognition systems.

2025-09-26T11:35:55+00:00 ― 5 min read

Machine Learning SHAPNN: A New Approach to Tabular Data Analysis

SHAPNN enhances predictions and explanations in tabular data analysis using deep learning.

2025-09-26T10:57:54+00:00 ― 6 min read

Artificial Intelligence Improving Generalization in Visual Question Answering

Research highlights the role of data diversity in machine learning for visual questions.

2025-09-26T10:50:00+00:00 ― 5 min read

Quantum Physics Quantum Pre-Processing Filter Boosts Image Classification

New quantum method improves image classification accuracy in neural networks.

2025-09-26T10:34:45+00:00 ― 5 min read

Information Retrieval Rethinking Movie Genre Labels for Better Recommendations

A new method improves how streaming services recommend films based on genres.

2025-09-26T10:34:12+00:00 ― 5 min read

Quantum Physics Advancements in Quantum GANs for Image Generation

A new hybrid model improves image quality using quantum and classical methods.

2025-09-26T10:26:54+00:00 ― 5 min read

Soft Condensed Matter Advances in Tensor Basis Neural Networks for Material Stress Prediction

This study examines Tensor Basis Neural Networks for modeling material behavior under stress.

2025-09-26T10:19:03+00:00 ― 7 min read

Statistical Mechanics Connecting Deep Learning and Renormalization in Physics

This article examines the link between deep learning and renormalization group methods using the Ising model.

2025-09-26T10:11:12+00:00 ― 7 min read

Computer Vision and Pattern Recognition Gender Bias Amplification in Vision Transformers

This article investigates gender bias in Vision Transformers compared to CNNs.

2025-09-26T10:10:30+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancing Personalized Food Image Classification

New datasets enhance food image classification for individual dietary habits.

2025-09-26T09:54:42+00:00 ― 4 min read

Bioinformatics New Dataset for Recognizing Protein Complexes

Researchers introduce CoNECo, a dataset to identify protein complex names.

2025-09-26T09:47:06+00:00 ― 5 min read

Computer Vision and Pattern Recognition Active Learning for Efficient Sketch-Based Image Retrieval

A new method reduces sketch creation effort in image retrieval tasks.

2025-09-26T09:46:48+00:00 ― 6 min read

Quantum Physics Advancements in Quantum Control Through Machine Learning

Exploring how machine learning improves quantum control for reliable computing operations.

2025-09-26T09:31:57+00:00 ― 5 min read

Formal Languages and Automata Theory Advancing Constituency Parsing Techniques in NLP

An overview of constituency parsing and M-monoid parsing's role in NLP.

2025-09-26T09:15:12+00:00 ― 5 min read

Machine Learning O-1: A New Frontier in Speech Recognition Training

O-1 improves speech recognition by optimizing self-training methods.

2025-09-26T09:10:10+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Ordinal Classification in Healthcare

New scoring rules enhance predictions in ordinal classification for medical image analysis.

2025-09-26T08:43:36+00:00 ― 6 min read

Cryptography and Security Balancing Privacy and Machine Learning: A New Approach

A method combining Split Learning with Homomorphic Encryption enhances privacy in machine learning.

2025-09-26T08:35:42+00:00 ― 5 min read

Computation and Language Advancements in Legal Negation Scope Resolution

New datasets enhance negation understanding in legal texts for improved NLP models.

2025-09-26T08:19:54+00:00 ― 6 min read

Machine Learning Balancing Data Privacy and Model Utility with Influence Functions

A method to optimize privacy settings for better data protection and utility.

2025-09-26T08:04:06+00:00 ― 6 min read

Computation and Language Exposing Vulnerabilities in Tabular Language Models

Research reveals weaknesses in how table models are tested and evaluated.

2025-09-26T07:40:24+00:00 ― 5 min read

Computation and Language Efficient Intent Detection for Customer Support

A system that improves intent detection by custom client intention lists.

2025-09-26T07:32:30+00:00 ― 7 min read

Machine Learning Interpreting Neural Networks with Sparse Autoencoders

Research uncovers ways to interpret complex neural models using sparse autoencoders.

2025-09-26T07:24:36+00:00 ― 8 min read

Machine Learning Transforming Transformers: Understanding MLP Layers with Attention Heads

This work explores interchangeability of MLP layers and attention heads in transformers.

2025-09-26T07:16:42+00:00 ― 5 min read

Computation and Language Advancements in Neural Machine Translation Techniques

Research shows NMT models can adapt quickly with minimal examples.

2025-09-26T07:08:48+00:00 ― 5 min read

Machine Learning Teaching Machines: A Self-Learning Approach

A new method allows language models to learn addition skills independently.

2025-09-26T07:00:54+00:00 ― 4 min read

Machine Learning Protecting Privacy in Graph Neural Networks

A framework to ensure user privacy in GNNs while maintaining accuracy.

2025-09-26T06:45:06+00:00 ― 5 min read

Machine Learning Fighting Data Poisoning with a New Approach

A method called HINT protects machine learning from harmful data attacks.

2025-09-26T06:29:18+00:00 ― 7 min read

Machine Learning Distributed Variational Inference in Smart Sensor Networks

A method for accurate data estimation using device collaboration.

2025-09-26T06:15:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revamping 3D Models with Generative Techniques

Using generative painting to modernize 3D assets for improved visual appeal.

2025-09-26T06:13:30+00:00 ― 5 min read

Machine Learning Examining Parameter Sparsity in AI Models

This article investigates how parameter sparsity affects AI model performance and efficiency.

2025-09-26T06:05:36+00:00 ― 5 min read

Sound Advancements in Sound Event Detection Using Generative Learning

Discover how new techniques are transforming sound event detection for various applications.

2025-09-26T05:55:50+00:00 ― 6 min read

Cryptography and Security Enhancing Smart Contract Security with VulnSense

VulnSense uses advanced methods for detecting vulnerabilities in Ethereum smart contracts.

2025-09-26T05:26:06+00:00 ― 6 min read

Robotics Bridging Virtual and Real Painting with AI

This guide connects robotic painting in simulations and the real world using AI.

2025-09-26T05:10:18+00:00 ― 7 min read