Area Under The Receiver Operating Characteristic Curve

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Period ending 2026-09-21

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  1. Comparing SGLD and a fixed-noise Predictor-Corrector adaptation in canonical Joint Energy-Based Models on CIFAR-10

    Aug 5, 2026Dmytro KnopovImagenetOutliers

  2. GUARD: Grounding Uncertainty and Ablation-Based Risk Detection for Diffusion-Based VLAs

    Aug 5, 2026Suhas Hegde, Jitendra Yasaswi Bharadwaj KattaGuardVisual Grounding

  3. SAFECAST: Robust Failure Detection for VLA Policies with Contrast-Set Training and Calibration

    Aug 4, 2026Harshitha Rajaprakash, Aditeya Prajapati, Rong Xue +2SafeguardMulticalibration and Calibration

  4. Keep the Needle, Prune the Haystack: Defect-Preserving Token Pruning for Efficient Zero-Shot Anomaly Detection

    Aug 4, 2026Yanning Hou, Jingyuan Zhang, Xiaoyun Wang +3Zero-Shot Anomaly DetectionAnomalous Frame Detection

  5. Surrogate Substitution Preserves PHI Detectability: A Multi-Detector Equivalence Study

    Aug 4, 2026Qiming Bao, Sherry J. H. Feng, Kim Chester Eugenio +1Surrogate PerformanceAnonymization

  6. Federated generative event models for tokenized electronic health records

    Aug 3, 2026Michael C. Burkhart, Luke Solo, Inhyeok Lee +8Electronic Health Record Foundation ModelsElectronic Health Records

  7. Do Static Embeddings Add Value to Hybrid Dutch Retrieval?

    Aug 3, 2026António Pereira BarataGlobal EmbeddingsLuxembourgish

  8. Reassessing the Feasibility of PPG-Based Non-Invasive Blood Glucose Level Estimation

    Aug 3, 2026Supraja Ramesh, Markus Neufeld, Michael Küttner +2Continuous Glucose MonitoringRemote Photoplethysmography

  9. Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry

    Aug 3, 2026Seunghyun Kim, Junghyun Kim, Jiyoung WooAudio Deepfake DetectionDetection Framework

  10. ARM: Detector-Agnostic Changepoint Attribution with Finite-Sample Error Control

    Aug 3, 2026Chenchen Peng, Mixia Wu, Qijing Yan +2Change-Point DetectionFalse Discovery Rate

  11. Understanding Online Failure Prediction in Linux Through Complementary Multi-View Explainability

    Aug 1, 2026Diogo Dória, João R. CamposEarly Failure PredictionFalse Positive Rate

  12. Beyond Static Anchors: Bounded Prototype Conditioning for Language-Free Medical Anomaly Detection

    Aug 1, 2026Yibo Wan, Jinyu Cai, See-kiong NgZero-Shot Anomaly DetectionMedical Imaging

  13. Explaining AI-Image Detection: What the Heatmap Actually Shows

    Jul 31, 2026Leonid Kuturin, Ilya Sotnikov, Mark Khusnutdinov +4Ai-Generated Image DetectionSingle Images

  14. Leak It: Per-Document Extraction Beyond Aggregate Membership Inference

    Jul 31, 2026Victor MaricatoData LeakageLeakage

  15. Toward Multi-Modal Deep Learning for Pulmonary Disease Classification: A Texture-Based Machine Learning Pilot Study on Public Chest X-Ray Data

    Jul 29, 2026Yogisri Pujitha ChinthotiChest RadiographyChest X-Ray

  16. Searching for Robust Augmentations to Improve Out-of-Domain Generalization in Dermoscopic Skin Cancer Classification

    Jul 29, 2026Alexander Kozachok, Ilya Latyshev, Evgeny Karpulevich +3Skin Lesion ClassificationSynthetic Data Augmentation

  17. Entity Resolution in Practice: Lessons from a Self-Serve Pipeline

    Jul 28, 2026Kaushik Pavani, Ganga Aluri, Pravin Jadhav +2Data MiningCode Property Graphs

  18. Loss Invariance Determines What Concept Layers Encode: Volume Grounding in Echocardiography

    Jul 28, 2026Hyunkyung Han, Min Jung KimEchocardiographyCardiac Motion

  19. PIcsC: Partitioning-Induced Covariate Shift Correction

    Jul 28, 2026Behraj Khan, Behroz Mirza, Syed Ahmad Chan Bukhari +1Federated LearningPartitioning

  20. Leak-Free Cross-Validated Stacking with Per-Architecture Calibration for Sand-Boil Segmentation in Earthen Levees

    Jul 28, 2026Padam Jung Thapa, Anav Katwal, Ayon Dey +4Cross ValidationMulticalibration and Calibration

  21. Balanced Soft mixture-of-expert model for Glaucoma Detection

    Jul 28, 2026Sai Venkatesh Chilukoti, Krishna Rauniyar, Min Shi +1Medical ImagingMixture-of-Experts Models

  22. Neurai-VN Benchmark: Standardized Machine Learning Models for Multimodal Digital Phenotyping in Mental Health Classification

    Jul 28, 2026Quoc-Cuong Pham, Hoang-Thuy-Duong Vu, Thi-Thanh-Huong Ha +1Cross ValidationMachine Learning

  23. Shape-Based Inductive Bias for Glioma Grading from Tumor Contours

    Jul 27, 2026Puneet Velidi, Michelle F. Miranda, Farouk Nathoo +2GliomaStatistical Shape Model

  24. Latent Stability Analysis of Malware Representations Under Feature-Space Perturbations

    Jul 27, 2026Bamidele Ajayi, Ken McGarryMalware FamiliesEvasion

  25. Bigger or Cheaper? Scale and Quantization Effects on Uncertainty Signals in Vision-Language Models Under Image Degradation

    Jul 27, 2026M M Asif FerdousLarge Vision Language ModelsLarge Language Model Quantization

  26. Harmonized Interpretable ECG Waveform Features for Robust Cross-Dataset Clinical Prediction

    Jul 26, 2026Jie Lin, Weijie Sun, Sunil V. Kalmady +4Pediatric-Adult Electrocardiogram AlignmentClinical Prediction

  27. Metamorphic Testing for Clinical ML Models: A Framework Proposal and Pilot Study

    Jul 25, 2026Jie JW Wu, Feiyu E, Bo ChenMimic-Iv DatasetsArea Under The Receiver Operating Characteristic Curve

  28. An Insight on Evaluation Metrics Under the Imbalanced Case of Anomaly Detection

    Jul 24, 2026Romain Hermary, Nesryne Mejri, Djamila AouadaAnomaly ScoreAnomaly Detection

  29. What Softmax Throws Away: Mass-Aware Attention for Evidence Accumulation

    Jul 24, 2026Minwoo Yu, Young-guk HaTemporal GraphsArea Under The Receiver Operating Characteristic Curve

  30. External Clustering Validation by the Homogeneity-Parsimony Trade-off

    Jul 22, 2026Andreas Tiffeau-MayerImage ClusteringCross Validation

  31. Spatially Grounded Concept Bottleneck Models for Trustworthy Breast Ultrasound Diagnosis

    Jul 22, 2026Moshiur Rahman Tonmoy, Dunren Che, Haitham Y. Adarbah +1MammographyConcept Bottleneck Models

  32. Bayesian uncertainty estimation improves clinical decision making in medical AI agents

    Jul 22, 2026Frederik Hauke, Patrick Wienholt, Christiane Kuhl +4Epistemic UncertaintyClinical Decision Support

  33. Scalable Keyword Spotting via Modular Network Expansion

    Jul 22, 2026Viktor Khaymonenko, Dzmitry Saladukha, Aliaksei Rak +1False Positive RateBinary Classification

  34. HALLMARK: Diagnosing Three Failure Modes in LLM Citation Verifiers

    Jul 20, 2026Patrik Reizinger, Wieland BrendelCitationsVerifier

  35. Does Super-Resolution Preserve Defect Evidence? A Low-False-Call Benchmark for Semiconductor Inspection

    Jul 19, 2026Shaoliang Yang, Jun WangSuper-Resolution FrameworkReconstruction Quality

  36. When Drift Detectors cry Wolf: False Alarm Rates in continuous ML Monitoring

    Jul 19, 2026Raj Shekhar SinghFalse Positive RateChange-Point Detection

  37. Multimodal Attention-based Deep Learning for Emergency Triage with Electronic Health Records

    Jul 18, 2026Hazqeel Afyq Athaillah Kamarul Aryffin, Kamarul Aryffin Baharuddin, Mohd Halim Mohd NoorMultimodal Clinical DataTriage

  38. Position: Explanation Stability Is a Property of the Model Method Pair, Not the Model

    Jul 18, 2026Kabilan Elangovan, Daniel TingExplainabilityVisual Attribution

  39. TellTale: Blending Multi-Instance LoRA Text Encoders and a Zero-Shot LLM Judge for Ambivalence/Hesitancy Recognition in Videos

    Jul 18, 2026Abdel-Karim Al-Tamimi, Ali RodanLarge Language Model JudgesAccurate Transcription

  40. When Does Muon Help Agentic Reinforcement Learning?

    Jul 17, 2026Kai Ruan, Jinghao Lin, Zihe Huang +4MuonJoint Reinforcement Learning

  41. Unsafe at any AUC: Unlearned Lessons from Sociotechnical Disasters for Responsible AI

    Jul 15, 2026Joshua A. Kroll, Andrew Smart, R. Stuart Geiger +1Sociotechnical SystemsArtificial Intelligence Safety

  42. Prospective clinical indication, post-hoc report leakage, and fusion design in multi-image chest radiograph classification: a patient-clustered evaluation

    Jul 15, 2026Kamran Shahid, Muhammad Munwar IqbalChest RadiographyAuc-Roc

  43. Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System

    Jul 14, 2026Ken Jon Miyachi, Dylan UysExplainable Deepfake DetectionDeepfake Detection

  44. Calibrated Selective Prediction Using Deep Ensembles for ROI-Based Thyroid Nodule Ultrasound Classification Under Dataset Shift: A Retrospective Evaluation

    Jul 13, 2026Md. Sadibul Hasan Sadib, Md. Mohayminul Mukit, Rahmatul Kabir Rasel Sarker +2Lung-Nodule DetectorAuc-Roc

  45. Adapting Evidential Neural Networks to Test-Time Neighbor Fusion Improves Molecular Property Prediction

    Jul 13, 2026Cameron Gruich, Weichi Yao, Yixin Wang +1Molecular Property PredictionEvidential Learning

  46. When the Reward Suite Is Leaky: A Preregistered Causal Contrast of Natural Verifier False Positives in RLVR

    Jul 13, 2026Chuyifei ZhangFalse Positive RateReinforcement Learning With Verifiable Reward

  47. MMA-Former: Multi-Window Mixture-of-Head Attention Transformer for Adaptive PNI Prediction in 3D MRI

    Jul 13, 2026Youngung Han, Induk Um, Kyeonghun Kim +9Magnetic Resonance ImagingProgressive Attention Fusion

  48. Nonlinear Axiomatic Attribution for Cooperative Games

    Jul 10, 2026Weida Li, Zhuanghua Liu, Yaoliang Yu +1Shapley ValueArea Under The Receiver Operating Characteristic Curve

  49. Calibrated Hybrid CNN-Transformer for Retinal OCT Classification

    Jul 9, 2026Animesh KumarOptical Coherence TomographyRetinal Imaging

  50. False Confidence: Automated Labels Confound Fairness Audits in Cervical Spine Segmentation

    Jul 8, 2026Linus Juni, Aasa Feragen, Aditya ParikhFairness AuditsFalse Positive Rate

  51. From Text to Parameters: Predicting Item Parameters from Embedding Regularization with Reliability and Design Ceilings

    Jul 8, 2026Shi-Ting Chen, Jinsong ChenPsychometricsEvaluation Metrics

  52. VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection

    Jul 7, 2026Sharayu N. Deshmukh, Md Rashidunnabi, Nelton Tiago Gemo +3Explainable Deepfake DetectionDetection Framework

  53. The Regularization Parameter: Sparse Precision Matrix Estimation

    Jul 7, 2026Aryan Eftekhari, Daniel Sergio Vega, Ernst-Jan Camiel Wit +1Maximum LikelihoodRegularization Techniques

  54. Shape Over Intensity: Directional Topological Encoding for False Positive Reduction in Intracranial Aneurysm Detection

    Jul 6, 2026Akshay Gokhale, Mansi DhamneCoronary AngiographyConvolutional Neural Networks

  55. Full-range Binary Classifier Calibration for Stable Model Updates in Production

    Jul 6, 2026Konstantin BerlinMulticalibration and CalibrationFalse Positive Rate

  56. ProCon: Projection-Consistency Memory for Training-Free Anomaly Detection

    Jul 6, 2026Joongwon Chae, Lihui Luo, Yang Liu +4Reconstruction-Based Anomaly DetectionAnomaly Detection

  57. Detecting Answer-Driven Reasoning in LLM-Based Educational Tutors via Truncated Chain-of-Thought Auditing

    Jul 6, 2026Bonan Shen, Dingyan Shang, Youting Wang +1TutorsLarge Language Model Reasoning

  58. Training-Free Model Selection and Domain-Aware Score Calibration for First-Shot Anomalous Sound Detection

    Jul 5, 2026Grach MkrtchianAnomaly ScoreAuc-Roc

  59. The Good, the Bad, and the Brittle: Benchmarking Robustness and Generalisation of Histopathology Foundation Models

    Jul 5, 2026Dhyey Yajnik, Amina Asif, Fayyaz MinhasPathology Foundation ModelsCross Validation

  60. Significance-First Splitting: Aligning Treatment Heterogeneity Detection with Honest Estimation

    Jul 4, 2026Pantelis Z. Hadjipantelis, Weng Man Chiang, Karthik NageshHeterogeneous Treatment EffectsTwo-Sample Testing