Using machine learning to improve laser light coupling into optical fibers.
― 6 min read
Computer Science - Machine Learning
RSSA new benchmark targets compositionality in video understanding and language models.
― 6 min read
A study on AI-generated images of fluid motion reveals accuracy concerns.
― 8 min read
A new dataset and benchmark improve protein sequence analysis using AI.
― 7 min read
This paper explores how AI and machine learning can improve market trend predictions.
― 7 min read
A study highlights gaps in reasoning abilities of LLMs for math problem solving.
― 6 min read
Researchers are using self-supervised learning to improve Alzheimer’s Disease classification via MRI scans.
― 7 min read
A new method combines CNFs and MCMC for improved sampling from complex distributions.
― 6 min read
Research outlines techniques to improve efficiency in serving LoRA adapters.
― 6 min read
New approach enhances product recommendations through user reviews and clear insights.
― 5 min read
A new method enhances LLM performance on lengthy text without losing accuracy.
― 6 min read
Learn how offline contextual bandits improve choices using past experiences.
― 6 min read
A new method enhances exploration efficiency in reinforcement learning.
― 6 min read
Exploring innovative scheduling methods to improve quantum resource management using reinforcement learning.
― 6 min read
Explore the principles and applications of stochastic approximation in uncertain environments.
― 6 min read
A new model enhances antibody design by combining generative techniques and physics.
― 6 min read
A new method for music generation using self-similarity matrices and attention systems.
― 7 min read
Investigating how latent space affects transformer model performance on language tasks.
― 7 min read
Methods for identifying important features in low-quality data environments.
― 6 min read
A new method enhances 3D object detection systems for varied environments.
― 6 min read
New methods enhance understanding of brain activity through neural data analysis.
― 6 min read
A new method combines human and AI for efficient text classification.
― 14 min read
This article explores the impact of data poisoning on language model alignment.
― 6 min read
A study highlights discrepancies in AI access among ethnic groups.
― 5 min read
A new benchmark for evaluating dynamic text-attributed graphs in various fields.
― 7 min read
A new model increases accuracy in natural language understanding by using expert predictions.
― 6 min read
APTP improves text-to-image models for better efficiency and quality.
― 6 min read
This article discusses soft prompting as a method for machine unlearning in LLMs.
― 7 min read
Self-MoE creates specialized experts for improved language model performance.
― 6 min read
New techniques enhance the efficiency of solving large linear systems.
― 8 min read
Leveraging language models improves predictions for tabular data across various fields.
― 6 min read
New method enhances conversational effectiveness in language models through planning techniques.
― 7 min read
Learn how transcoders help clarify complex language models.
― 5 min read
A new method enhances testing for language models using real user data.
― 5 min read
Job-SDF offers insights into evolving skill demands in today's job market.
― 9 min read
A new approach enhances decision-making in uncertain maritime environments.
― 6 min read
A method to learn low-dimensional dynamics from noisy high-dimensional observations.
― 5 min read
SCEPTR offers a new way to predict TCR specificity using sparse data efficiently.
― 8 min read
This article examines generative models that can outperform human experts in chess.
― 7 min read
Examining memorization in code completion models and its privacy implications.
― 7 min read