A look into how VLMs combine image and text processing.
― 5 min read
Computer Science - Artificial Intelligence
RSSProSparse improves activation sparsity in LLMs for better efficiency and performance.
― 7 min read
A new framework enhances job matching efficiency on LinkedIn.
― 6 min read
A study on how machines can adapt to human social norms.
― 8 min read
New techniques enhance ASR systems for better long speech recognition.
― 5 min read
The AEA dataset provides insights into daily activities for improving AI and AR technologies.
― 7 min read
A new method enhances learning by combining expert and suboptimal demonstrations.
― 7 min read
BuffGraph improves classification for less common classes in imbalanced graph data.
― 6 min read
A method to keep AI models updated based on real-world events.
― 6 min read
MNNs automate the discovery of governing equations in scientific research.
― 6 min read
CFEVER aids automated fact-checking of claims in Chinese using a robust dataset.
― 5 min read
This paper discusses challenges and solutions in visual reinforcement learning performance.
― 7 min read
Examining the significance and challenges of literature reviews in Pattern Analysis and Machine Intelligence.
― 8 min read
This study examines how language models learn and store information during training.
― 5 min read
Examining the sample sizes needed for specialized models to surpass general ones.
― 6 min read
This article explores how randomness affects learning with limited labeled data.
― 5 min read
Introducing Stereographic Spherical Sliced Wasserstein distance for efficient spherical data comparison.
― 5 min read
Introducing a novel approach to rank language models without needing reference answers.
― 10 min read
A study comparing how language models and humans approach deductive reasoning tasks.
― 7 min read
A benchmark for assessing French biomedical language models.
― 7 min read
Enhancing computer understanding of images and text through advanced training techniques.
― 8 min read
VideoPrism helps interpret and analyze video content effectively.
― 5 min read
Exploring in-context learning and its implications for multilingual AI performance.
― 4 min read
PCA-Bench tests large language models in complex decision-making scenarios.
― 6 min read
Examining the energy efficiency issues in training AI systems and potential solutions.
― 6 min read
This study reveals biases in language models based on names related to race and gender.
― 7 min read
A new method enhances reasoning capabilities in Large Language Models.
― 7 min read
A new approach to streamline document generation using LLMs and multi-agent systems.
― 6 min read
A new dataset aims to reduce gender bias in machine translations.
― 6 min read
A method to help AI adapt while retaining past knowledge.
― 5 min read
Introducing a method to speed up language models while improving resource efficiency.
― 6 min read
BIRCO addresses complex user needs in information retrieval systems.
― 7 min read
Wikibench enables community-driven datasets for better AI evaluation in Wikipedia.
― 8 min read
DeiSAM enhances image understanding by combining neural networks with logical reasoning.
― 6 min read
This study examines contracts between principals and learning agents through repeated interactions.
― 7 min read
Masked Matrix Multiplication improves efficiency in AI computations by utilizing data sparsity.
― 5 min read
This article explores a method to improve code summarization using human attention insights.
― 6 min read
A look at how information flow impacts various scientific fields.
― 5 min read
This study examines AI's role in human debates through simulated interactions.
― 7 min read
A study on using DistilBERT for effective phishing email detection.
― 8 min read