{"total":41,"rows":[{"id":"2306.10193","title":"Conformal Language Modeling","created":"2023-06-16","cited_by_count":170,"area":null},{"id":"2310.06430","title":"Conformal Prediction for Deep Classifier via Label Ranking","created":"2023-10-10","cited_by_count":53,"area":null},{"id":"2310.01262","title":"Non-Exchangeable Conformal Risk Control","created":"2023-10-02","cited_by_count":29,"area":null},{"id":"2305.10124","title":"Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems","created":"2023-05-17","cited_by_count":28,"area":null},{"id":"2310.14344","title":"What's in a Prior? Learned Proximal Networks for Inverse Problems","created":"2023-10-22","cited_by_count":25,"area":null},{"id":"2410.06494","title":"Conformal Prediction: A Data Perspective","created":"2024-10-09","cited_by_count":25,"area":null},{"id":"2405.05145","title":"Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty","created":"2024-04-16","cited_by_count":20,"area":null},{"id":"2503.05618","title":"Conformal Prediction for Image Segmentation Using Morphological Prediction Sets","created":"2025-03-07","cited_by_count":14,"area":null},{"id":"2510.08748","title":"Conformal Risk Training: End-to-End Optimization of Conformal Risk Control","created":"2025-10-09","cited_by_count":11,"area":null},{"id":"2410.01660","title":"Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering","created":"2024-10-02","cited_by_count":10,"area":null},{"id":"2401.06421","title":"Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction","created":"2024-01-12","cited_by_count":9,"area":null},{"id":"2405.18527","title":"Task-Driven Uncertainty Quantification in Inverse Problems via Conformal Prediction","created":"2024-05-28","cited_by_count":8,"area":null},{"id":"2503.00136","title":"Conformal Risk Control for Semantic Uncertainty Quantification in Computed Tomography","created":"2025-02-28","cited_by_count":8,"area":null},{"id":"2602.20151","title":"Conformal Risk Control for Non-Monotonic Losses","created":"2026-02-23","cited_by_count":8,"area":null},{"id":"2311.10900","title":"Max-Rank: Efficient Multiple Testing for Conformal Prediction","created":"2023-11-17","cited_by_count":7,"area":null},{"id":"2504.07611","title":"Conditional Conformal Risk Adaptation","created":"2025-04-10","cited_by_count":7,"area":null},{"id":"2603.02196","title":"Conformal Policy Control","created":"2026-03-02","cited_by_count":6,"area":null},{"id":"2506.05434","title":"Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks","created":"2025-06-05","cited_by_count":4,"area":null},{"id":"2509.07054","title":"Statistical Methods in Generative AI","created":"2025-09-08","cited_by_count":4,"area":null},{"id":"2510.07750","title":"Calibrating Decision Robustness via Inverse Conformal Risk Control","created":"2025-10-09","cited_by_count":4,"area":null},{"id":"2310.16102","title":"Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy","created":"2023-10-24","cited_by_count":3,"area":null},{"id":"2404.15274","title":"Metric-Guided Conformal Bounds for Probabilistic Image Reconstruction","created":"2024-04-23","cited_by_count":3,"area":null},{"id":"2604.01502","title":"Conformal Risk Control under Non-Monotone Losses: Theory and Finite-Sample Guarantees","created":"2026-04-02","cited_by_count":3,"area":null},{"id":"2411.00605","title":"pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization","created":"2024-11-01","cited_by_count":2,"area":null},{"id":"2505.09528","title":"Conformal Bounds on Full-Reference Image Quality for Imaging Inverse Problems","created":"2025-05-14","cited_by_count":2,"area":null},{"id":"2509.24095","title":"Singleton-Optimized Conformal Prediction","created":"2025-09-28","cited_by_count":2,"area":null},{"id":"2602.07633","title":"Flow-Based Conformal Predictive Distributions","created":"2026-02-07","cited_by_count":2,"area":null},{"id":"2403.19605","title":"Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction","created":"2024-03-28","cited_by_count":1,"area":null},{"id":"2406.01570","title":"Single Trajectory Conformal Prediction","created":"2024-06-03","cited_by_count":1,"area":null},{"id":"2502.09664","title":"Image Super-Resolution with Guarantees via Conformalized Generative Models","created":"2025-02-12","cited_by_count":1,"area":null},{"id":"2510.10947","title":"Towards Distribution-Shift Uncertainty Estimation for Inverse Problems with Generative Priors","created":"2025-10-13","cited_by_count":1,"area":null},{"id":"2511.13533","title":"Minimax Multi-Target Conformal Prediction with Applications to Imaging Inverse Problems","created":"2025-11-17","cited_by_count":1,"area":null},{"id":"2602.01733","title":"Improving Backward Conformal Prediction via Non-Conformity Score Transformation","created":"2026-02-02","cited_by_count":1,"area":null},{"id":"2605.28920","title":"Conf-Gen: Conformal Uncertainty Quantification for Generative Models","created":"2026-05-27","cited_by_count":1,"area":null},{"id":"2507.14760","title":"QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems","created":"2025-07-19","cited_by_count":0,"area":null},{"id":"2602.19498","title":"Softmax is not Enough (for Adaptive Conformal Classification)","created":"2026-02-23","cited_by_count":0,"area":null},{"id":"2604.18001","title":"Trustworthy Endoscopic Super-Resolution","created":"2026-04-20","cited_by_count":0,"area":null},{"id":"2606.28448","title":"Measured-Subspace Consistency: A Plug-and-Play Operator for Diffusion Posterior Sampling in Accelerated MRI Reconstruction","created":"2026-06-26","cited_by_count":0,"area":null},{"id":"2607.21721","title":"Priors learned from legacy reconstructions inherit undetectable overconfidence","created":"2026-07-23","cited_by_count":0,"area":null},{"id":"2609.03104","title":"Occupancy-based Quantile Risk Control","created":"2026-09-02","cited_by_count":0,"area":null},{"id":"2609.31912","title":"PredRA: Fast Medical Image Translation by Deterministic Component Extraction and Controlled Stochastic Refinement","created":"2026-09-25","cited_by_count":0,"area":null}],"next_cursor":null}