Understanding machine learning models is crucial for trust and accountability.
― 9 min read
Computer Science - Artificial Intelligence
RSSMethods to ensure Bayesian Neural Networks are reliable against adversarial attacks.
― 7 min read
This research examines fine-tuning in few-shot imitation learning applications.
― 7 min read
This article presents a model for agents to navigate maze-like environments effectively.
― 6 min read
This work reveals the benefits of decentralized communication in games with many agents.
― 5 min read
LeakDistill enhances AMR parsing using structural information and knowledge distillation.
― 6 min read
ShapeLinker optimizes linker design for better drug efficacy using machine learning.
― 5 min read
New technology improves detection of lesions on plant leaves for better farming.
― 5 min read
A dataset designed to assess LLMs' use of external tools for answering questions.
― 5 min read
Enhancing user interaction for assistive robotic arms to aid individuals with motor impairments.
― 6 min read
Examining how randomness impacts machine learning vulnerabilities and the need for better standards.
― 8 min read
Exploring the benefits and challenges of semi-supervised object detection methods.
― 6 min read
This article discusses using language models to enhance predictions for tabular data.
― 7 min read
Research explores using known drugs for new COVID-19 treatment options.
― 6 min read
A new model utilizes audio, video, and text to create concise scientific summaries.
― 6 min read
A new G-CNN improves 3D medical image analysis and accuracy.
― 5 min read
A new framework clarifies behavior of autonomous agents by analyzing rule adherence.
― 6 min read
A new dataset enhances air quality research with reliable data and high sensor coverage.
― 6 min read
Semantic trajectories enhance our grasp of movement patterns with contextual insights.
― 7 min read
A new method enhances automated systems for solving math word problems.
― 6 min read
A look at decentralized deep learning approaches that prioritize data privacy.
― 6 min read
Explore the rising need for clarity in AI decision-making.
― 7 min read
This article investigates how AI can aid in creating security assertions for hardware.
― 7 min read
The ELM neuron model simplifies understanding complex brain functions with fewer parameters.
― 5 min read
Examining the effectiveness of synthetic data in grammatical error correction tasks.
― 5 min read
FLOWER addresses few-shot learning and catastrophic forgetting in machine learning models.
― 7 min read
Discover how OtterTune simplifies database management using machine learning.
― 5 min read
A new model adapts to heterophily in graphs, improving performance and accuracy.
― 7 min read
Exploring how language aids in inferring goals in social scenarios.
― 6 min read
New methods aim to enhance the robustness of table question answering systems.
― 6 min read
New method enhances e-commerce recommendations by understanding customer shopping intentions.
― 6 min read
New method enhances SQL query translation by pruning database schemas.
― 5 min read
New methods enhance causal effect estimation from observational and interventional data.
― 6 min read
A new method restores damaged frescoes using innovative technology.
― 8 min read
Examining the balance between privacy and fairness in federated learning models.
― 6 min read
New methods enhance accuracy in medical imaging using deep learning and tissue-mimicking phantoms.
― 6 min read
New framework enhances safety and reward learning in AI applications.
― 6 min read
New method uses image mining for training without annotations.
― 5 min read
Learn about a method to change image styles creatively and effectively.
― 6 min read
A new method combines algorithms and reinforcement learning for truss design.
― 6 min read