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Acquisition state behaves as a structured, measurable variable governing lung-nodule AI: kernel-driven measurement instability and noise-driven detection fragility, invisible to DICOM metadata
Arxiv
0+阅读 · 6月23日
VeryTrace: Verifying Reasoning Traces through Compilable Formalism and Structured Verification
Arxiv
0+阅读 · 6月23日
Evaluating LLM Usage for Efficient and Explainable Numerical and Classified Implicit Sentiment Analysis of Product Desirability
Arxiv
0+阅读 · 6月4日
Bias-Aware Confidence Intervals for Synthetic Control via Placebo-in-Time Bootstrap
Arxiv
0+阅读 · 6月22日
LoMime: Query-Efficient Membership Inference using Model Extraction in Label-Only Settings
Arxiv
0+阅读 · 6月23日
Do LLM Attribution Metrics Transfer? Auditing Retrieval-Augmented Generation Evaluation Across Datasets and Constructs
Arxiv
0+阅读 · 6月22日
Sim-to-Real Betting on the E-Process: Bringing "simulators" to anytime-valid confidence sequences
Arxiv
0+阅读 · 6月23日
Beyond Logprobs: A Multi-Signal Confidence Engine for LLM-Based Document Field Extraction
Arxiv
0+阅读 · 6月23日
EgoSAT: A Comprehensive Benchmark of Egocentric Streaming Interaction Understanding
EgoSAT: A Comprehensive Benchmark of Egocentric Streaming Interaction Understanding
Arxiv
0+阅读 · 6月23日
CALIBER: Calibrating Confidence Before and After Reasoning in Language Models
Arxiv
0+阅读 · 6月23日
When Top-1 Fails: Calibrating LoRA Monitors for Masked Diffusion LMs
Arxiv
0+阅读 · 6月23日
When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models
Arxiv
0+阅读 · 6月23日
Quantile Adaptive Temperature Scaling for Confidence Calibration
Arxiv
0+阅读 · 6月19日
SPOT-E: Test-Time Entropy Shaping with Visual Spotlights for Frozen VLMs
Arxiv
0+阅读 · 6月19日
Minimax Quantile Lower Bounds for Interactive Statistical Decision Making with Privacy
Arxiv
0+阅读 · 6月22日
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