LMDX enhances information extraction from documents with minimal training data.
― 8 min read
Computer Science - Machine Learning
RSSDiscussing safety measures for machine learning systems in critical areas.
― 6 min read
Exploring solutions for ad-load balancing on social media platforms.
― 8 min read
Innovative methods for handling large data streams at the edge.
― 5 min read
New method enhances robot navigation in complex environments by addressing uncertainty.
― 6 min read
ModelGiF offers a method to quantify relationships between deep learning models.
― 5 min read
A new method enhances financial simulations focusing on realistic drawdown characteristics.
― 6 min read
Improving machine learning model security against adversarial attacks through certified robustness.
― 6 min read
A new method improves image segmentation and object detection using self-supervised learning.
― 6 min read
A new approach to improve Vision Transformers for mobile devices.
― 5 min read
Managing EV charging to stabilize the power grid while ensuring driver privacy.
― 6 min read
Combining retrieval models with language models boosts performance in text classification tasks.
― 6 min read
New methods improve efficiency in complex physics simulations and modeling.
― 7 min read
Unobserved confounders can skew data, leading to false conclusions about recommendations.
― 5 min read
Innovative data-driven approaches improve online control of systems with unknown dynamics.
― 5 min read
Introducing a protocol for privacy-preserving link prediction in distributed graphs.
― 6 min read
DeepliteRT streamlines ultra low-bit deep learning for efficient edge computing.
― 6 min read
A new dataset enhances 3D modeling of hands holding objects from videos.
― 5 min read
This research focuses on incorporating uncertainty into predictions using Bayesian inference.
― 5 min read
A 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