| Statistical Machine Learning for Astronomy -- A Textbook | Jun 13, 2025 | AstronomyBayesian Inference | CodeCode Available | 2 |
| A Fast, Reliable, and Secure Programming Language for LLM Agents with Code Actions | Jun 13, 2025 | Conformal PredictionQuestion Answering | —Unverified | 0 |
| Recursive KalmanNet: Deep Learning-Augmented Kalman Filtering for State Estimation with Consistent Uncertainty Quantification | Jun 13, 2025 | State EstimationUncertainty Quantification | CodeCode Available | 1 |
| Improving Group Robustness on Spurious Correlation via Evidential Alignment | Jun 12, 2025 | Uncertainty Quantification | CodeCode Available | 0 |
| Structure and asymptotic preserving deep neural surrogates for uncertainty quantification in multiscale kinetic equations | Jun 12, 2025 | Computational EfficiencyUncertainty Quantification | —Unverified | 0 |
| Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation | Jun 12, 2025 | Cancer ClassificationLesion Classification | —Unverified | 0 |
| Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement | Jun 12, 2025 | Decoderobject-detection | —Unverified | 0 |
| Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models | Jun 11, 2025 | DiversitySemantic Similarity | CodeCode Available | 1 |
| Bayesian Probabilistic Matrix Factorization | Jun 11, 2025 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Textual Bayes: Quantifying Uncertainty in LLM-Based Systems | Jun 11, 2025 | Bayesian InferencePrompt Engineering | —Unverified | 0 |
