🌀 Hallucination - CWhiting · Scour

On Hallucinations in Inverse Problems: Fundamental Limits and Provable Assessment Methods 🔮Perplexity

Fogness 🔮Perplexity

reeseappalachiantrail.bearblog.dev·6d

Perceptions 🌍World Models

3quarksdaily.com·2d

The Mirage in the Machine: Decoding LLM Hallucinations 🌍World Models

·4d

Colored Shadow Penumbra 🎨Rendering

chosker.github.io·6d·Hacker News

Dual-Pathway Circuits of Object Hallucination in Vision-Language Models 🖼️Image Generation

Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights 🏠Local LLM Deployment

Where Does Reasoning Break? Step-Level Hallucination Detection via Hidden-State Transport Geometry 🔮Perplexity

When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs 🌍World Models

PanoWorld: Towards Spatial Supersensing in 360$^\circ$ Panorama World ✨Gaussian Splatting

Max-pooling Network Revisited: Analyzing the Role of Semantic Probability in Multiple Instance Learning for Hallucination Detection 🤖Machine Learning

H-POPE: Hierarchical Polling-based Probing Evaluation of Hallucinations in Large Vision-Language Models 🎨AI Image Generation

Hallucination Detection via Activations of Open-Weight Proxy Analyzers 🔍AI Detection

Sanity Checks for Long-Form Hallucination Detection 🔎AI Search

Scalable Token-Level Hallucination Detection in Large Language Models 🤖LLM

Hallucination as an Anomaly: Dynamic Intervention via Probabilistic Circuits 🤖Anthropic AI

Instruction Lens Score: Your Instruction Contributes a Powerful Object Hallucination Detector for Multimodal Large Language Models 🌍World Models

Do Benchmarks Underestimate LLM Performance? Evaluating Hallucination Detection With LLM-First Human-Adjudicated Assessment 🤖LLM

Attractor Geometry of Transformer Memory: From Conflict Arbitration to Confident Hallucination 🌍World Models

Noise-Started One-Step Real-World Super-Resolution via LR-Conditioned SplitMeanFlow and GAN Refinement 📈AI Upscaling

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