This article reviews the reliability of models in analyzing visual data.
― 8 min read
Computer Science - Machine Learning
RSSResearchers create a webcam-based dataset for pupil size measurement.
― 5 min read
New methods improve material property inference in mechanics and medical imaging.
― 5 min read
This article discusses improving VLMs' resistance to adversarial attacks through design choices.
― 5 min read
Discover how synthetic data helps retailers protect customer privacy while gaining insights.
― 6 min read
Mathematicians seek the largest shape that fits through an L-shaped corridor.
― 6 min read
This article examines how data preparation affects machine learning in cybersecurity.
― 5 min read
Research introduces Fusion-LLM to enhance prediction of hot electron behavior in fusion.
― 4 min read
Learn about vector graphics formats and QAs for better understanding.
― 6 min read
This article introduces ValueWalk, a method for improving computer learning from expert behavior.
― 8 min read
A new method for better data adaptation in machine learning models.
― 6 min read
A new approach improves decision-making in AI through causal relationships.
― 6 min read
A new method improves kNN classification using gradients for better feature representation.
― 6 min read
A novel approach to efficient particle collision simulations using machine learning techniques.
― 7 min read
A new approach enhances CSG modeling using fuzzy logic for smoother transitions.
― 6 min read
Researchers use machine learning to improve detection of internal solitary waves in ocean data.
― 7 min read
A novel benchmark to evaluate graph learning methods tackling heterophily and heterogeneity.
― 6 min read
This article discusses methods to sample from complex high-dimensional data more effectively.
― 6 min read
This article discusses safeguarding GNNs from data poisoning and backdoor attacks.
― 8 min read
Exploring privacy risks in synthetic data and introducing the Data Plagiarism Index.
― 7 min read
A new method improves decision-making in agents with limited data.
― 5 min read
This article covers methods to enhance task learning efficiency using prior knowledge.
― 8 min read
Learn how MetaLLM simplifies choosing language models for accuracy and cost.
― 6 min read
This study reveals how LLMs evolve their capabilities during training.
― 9 min read
Analyzing effective clean-label backdoor attack techniques in machine learning.
― 6 min read
Federated learning enhances medical imaging while protecting patient data.
― 9 min read
Researchers propose a new method to classify fake news using deep learning.
― 5 min read
Exploring DINO pre-training's impact on autonomous vehicle performance and adaptability.
― 5 min read
New methods improve motion estimation using event camera technology.
― 8 min read
A new method to assess accuracy in language model outputs.
― 4 min read
A novel approach enhances continual learning efficiency in resource-limited devices.
― 5 min read
A new method combines Bayesian predictions and vine copulas for improved data analysis.
― 6 min read
Rasa dataset advances text-to-speech for Indian languages with neutral and expressive speech.
― 6 min read
Training DNNs on microcontrollers boosts efficiency and privacy in smart technology.
― 6 min read
Investigating how mirror flow minimizes errors in classification tasks.
― 5 min read
Data augmentation boosts software vulnerability assessment accuracy amidst data imbalance.
― 7 min read
Learn how kernel regression and Bayesian updating improve predictions with new data.
― 9 min read
A novel method enhances GNN performance with noisy data.
― 6 min read
An overview of how similarity measures assess brain activity models.
― 7 min read
Introducing PACE, a structured approach for trustworthy AI explanations.
― 5 min read