This research focuses on incorporating uncertainty into predictions using Bayesian inference.
― 5 min read
Computer Science - Machine Learning
RSSA decentralized method improves data collection with mobile devices.
― 7 min read
Research reveals vulnerabilities in machine learning models through targeted uncertainty manipulation.
― 6 min read
Exploring how attackers exploit large language models for knowledge extraction.
― 6 min read
A new method enhances predictions using a hierarchical grammatical system.
― 7 min read
A new method protects sensitive data during machine learning training.
― 5 min read
A new library for creating and managing maze datasets in machine learning.
― 6 min read
A fresh approach aims to enhance understanding of model predictions through counterfactuals.
― 7 min read
A new method enhances prediction reliability despite incorrect data labeling.
― 6 min read
COLA merges contrastive and meta learning for improved node classification in limited data scenarios.
― 7 min read
Learn how LP-CLIP enhances the robustness of multi-modal models like CLIP.
― 5 min read
Research combines language and diffusion models to improve defenses against adversarial attacks.
― 5 min read
Research reveals how the dorsal stream processes depth and spatial awareness.
― 5 min read
New methods for retrieving UI designs and ensuring consistency across mobile apps.
― 7 min read
Research highlights catastrophic forgetting in multimodal language models post fine-tuning.
― 6 min read
A new method for predicting machine lifespan using advanced data techniques.
― 9 min read
Discover a flexible method for effective tensor compression across various applications.
― 6 min read
AtmoRep enhances weather predictions using AI and historical data.
― 4 min read
New methods improve song suggestions for listeners using both positive and negative feedback.
― 5 min read
Harnessing expert guidance to enhance sensor calibration accuracy.
― 5 min read
A new method automates dense reward functions using large language models.
― 7 min read
Explore TRACE-GPT's innovative approach to enhance fault detection using time-series data.
― 6 min read
A new method enhances efficiency in complex data analysis using weighted Riesz particles.
― 4 min read
A novel approach to classifying research articles using advanced graph techniques.
― 6 min read
A study on identifying human vs. machine-generated texts and their sources.
― 6 min read
New encoder-decoder models enhance Spanish language processing capabilities.
― 6 min read
A novel approach to enhance 3D EBSD data collection accuracy.
― 6 min read
A ground-breaking dataset aids the study of K-pop lyric translation.
― 7 min read
A new method uses voltage data for faster line outage detection.
― 6 min read
A new method improves accuracy in analyzing noisy biological sequences.
― 6 min read
New method uses street images for better housing data.
― 6 min read
DFedADMM and DFedADMM-SAM improve model training while ensuring data privacy.
― 6 min read
AVMIT offers researchers insights into how sound and vision relate in action recognition.
― 6 min read
A new framework improves the accuracy of online shopping recommendations.
― 5 min read
This article examines how Google Bard responds to adversarial image attacks.
― 5 min read
A new method enhances understanding of complex time series relationships.
― 6 min read
A new approach enhances the training of surrogate models in software development.
― 6 min read
New optimization methods improve power transistor efficiency and design accuracy.
― 4 min read
Exploring metric learning techniques for high-dimensional data.
― 5 min read
A study on user understanding of negation in data patterns.
― 7 min read