OOD Detection

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Scoured 89 posts in 5.5 ms

GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection

 🖼️Multimodal AI  Content type: Academic
arxiv.org·
Less-relevant results

Model predictive task sampling for efficient and robust adaptation

 ⚙️MLOps  Content type: Academic
nature.com·

Harmfulness Directions in OLMo

 🏷️Label Noise
lesswrong.com·

SLUUG Talk: Demystifying Large Language Models on Linux

 🧠LLMs  Content type: Code
github.com··DEV

Mahalanobis-Guided Latent OOD Detection for Hybrid ES-DRL Control in Time-Varying Systems

 🎲Uncertainty  Content type: Academic
arxiv.org·

A Plea to the Labs: Let the Models Diagnose.

 🧠LLMs  Content type: Blog

International Workshop on Risk and Insurance, 서울, June 2026

 🎲Uncertainty

Flow Matching with In-Context Priors for Out-of-Distribution Brain Dynamics

 🛰️Geospatial AI  Content type: Academic
arxiv.org·

[AINews] Anthropic Claude Fable 5 — Mythos but Safe, with Controversial Terms

 🧠LLMs  Content type: News
latent.space
·

🌻 the old world is dying

 🤖AI Agents  Content type: News
jasmi.news·

Neural Networks Are Pattern Matchers, Not Physicists.

 ⚙️MLOps  Content type: Blog
medium.com·

Ambient Diffusion Policy: Imitation Learning from Suboptimal Data in Robotics

 🏷️Label Noise  Content type: Academic
arxiv.org·

Dual Feature Decoupling for Fine-Grained OOD Detection

 🎲Uncertainty  Content type: Academic
arxiv.org·

Active Flow Expansion for Out-of-Distribution Discovery: from Theory to Molecules

 📝Active Learning  Content type: Academic
arxiv.org·

What Uncertainties Do We Need for Dynamical Systems?

 🎲Uncertainty  Content type: Academic
arxiv.org·

Prediction variability in physiologically based pharmacokinetic modeling of tissue disposition under deep uncertainty

 🎲Uncertainty  Content type: Academic
nature.com·

Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models

 ✍️Prompt Engineering
lesswrong.com·

REACH: Interpretability-Driven Feature Identification and Architecture Compression for Multi-Channel Vehicular Channel Estimation

 🖼️Multimodal AI  Content type: Academic
arxiv.org·

Harness In-Context Operator Learning with Chain of Operators

 ✍️Prompt Engineering  Content type: Academic
arxiv.org·

Can we trust our models? Epistemic calibration in second-order classification

 🎲Uncertainty  Content type: Academic
arxiv.org·

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