AI & Computational Science
AI & Computational Science
Artificial intelligence, machine learning, and computational methods shaping the future of science.
Science Explainers
What Is AI Model Generalization and Out-of-Distribution Performance? A Complete Guide
What Is AI Model Generalization and Out-of-Distribution Performance? A Complete Guide Imagine training an artificial intelligence system to recognize cats…
Explainer · AI & Computational ScienceWhat Is AI Training Data Poisoning and Adversarial Contamination? A Complete Guide to AI’s Hidden Vulnerability
What Is AI Training Data Poisoning and Adversarial Contamination? A Complete Guide Imagine a student who learns entirely from a…
Explainer · AI & Computational ScienceWhat Is AI Data Quality and Decentralized Learning? A Complete Guide
What Is AI Data Quality and Decentralized Learning? A Complete Guide Imagine training an artificial intelligence system without ever gathering…
Latest Research
AI & Computational Science
AI Vision Models Tricked by Images That Exploit Their Text Prompts
AI & Computational Science
LayerRoute: Action-Conditioned Mixture-of-Layers Routing for Vision-Language-Action Policies
AI & Computational Science
Wide Neural Networks Behave Like Gaussian Functions as They Scale Up
AI & Computational Science
AI music models store and control harmonic knowledge in specific locations
AI & Computational Science
Dissecting the Carbon-SLO Tension in Geo-Distributed LLM Serving
AI & Computational Science
Rethinking Langevin Thompson Sampling from A Stochastic Approximation Perspective
AI & Computational Science
CRM: Retrieval Model with Controllable Condition
AI & Computational Science
AI Learns to Make Smarter Driving Decisions for Heavy-Duty Trucks
AI & Computational Science
AI Models Learn Better by Choosing Which User Feedback to Trust
AI & Computational Science
Learning by Compression: Risk Estimates Attain the Law-of-Large-Numbers Rate
AI & Computational Science
Sharpening AI Models During Testing Requires Rethinking Power Sampling Methods
AI & Computational Science