Search research

Topics & fields

Mechanistic Interpretability434 papersModel Interpretability269 papersMechanistic Interpretability158 papersInterpretable Models38 papersInterpretable Diabetic Retinopathy Grading25 papersInterpretive Openness25 papers

151–180 of 5,970

Papers

CardsList

  1. Flexible and Interpretable Accent Distance Measurements

    Sep 12, 2026Charles McGhee, Mark J. F. Gales, Kate M. KnillAccented SpeechArticulatory

  2. HiBRIDGE: A Hierarchical Bayesian Neural Network Framework for Interpretable Dialogue Management in Group-Robot Interaction

    Sep 8, 2026Massimiliano Nigro, Hatice Gunes, Micol Spitale +1Human-Robot InteractionExecutable Robot Behavior

  3. Calendar-Structured Sparse Principal Component Analysis for Interpretable Multi-Periodic Electricity Consumption Profiles

    Sep 5, 2026Carlos Quesada-Granja, Tony Castillo-Calzadilla, Carlos Rizo-MaestrePrincipal Component AnalysisPeriodic Domains

  4. TAMI: Temporally Aligned, Missingness-Aware, and Interpretable Multimodal Fusion for Mental Health Assessment in Older Adults with Mild Cognitive Impairment

    Aug 31, 2026Merna Bibars, Bolaji Omofojoye, Allan I. Levey +3Mild Cognitive ImpairmentMultimodal Clinical Data

  5. Interpretable AI with Local Distillation

    Aug 24, 2026Erin Craig, Yiling Huang, Snigdha PanigrahiSingular Learning Theory

  6. On the global feature importance for interpretable and trustworthy heat demand forecasting

    Aug 13, 2026Milan ZdravkovićFeature ImportanceExplainable Artificial Intelligence

  7. Discovering Persistent Behavioural Patterns for Interpretable Blockchain Forensics

    Aug 13, 2026Dorottya Zelenyanszki, Zhe Hou, Kamanashis Biswas +1BlockchainFraud Detection

  8. Interpretable reinforcement learning with decision-tree pruning

    Aug 7, 2026Mark Leon Ringer, Michel TokicDeep Reinforcement LearningModel Interpretability

  9. Interpretable Fuzzy Inference for UAV Target Tracking Using Bounding-Box Geometry

    Aug 4, 2026Reza Ahmari, Ahmad Mohammadi, Vahid Hemmati +5Unmanned Aerial Vehicle TrackingAutonomous Drone Navigation

  10. TravKAN: Fast and Interpretable Nonlinear Traversability Analysis with Kolmogorov-Arnold Networks

    Aug 3, 2026Daniel Fusaro, Simone Mosco, Wanmeng Li +1TraversabilityKolmogorov-Arnold Networks

  11. Interpretable GOHR Agents via Sparse Autoencoders

    Jul 27, 2026Shiwei Tan, Yusong Zhao, Weiyi Qin +6Agent DecisionsAutoregressive Transformers

  12. Interpretable EEG biomarkers with bag-of-waves: Spatial and temporal waveform dictionaries for low-data regimes

    Jul 24, 2026Athanasios Papastathopoulos-Katsaros, Steven T. Lee, Lin Yao +4Electroencephalography Spatial Super-ResolutionWaveforms

  13. CARA: Concept-Aware Risk Attention for Interpretable Collision Anticipation

    Jul 24, 2026Zhishan Tao, Ruoyu Wang, Yucheng Wu +6Autonomous DrivingCollision Prediction

  14. Retrieval-Augmented Interpretable Learning: Towards Task-Specific Zero-Shot Models in Healthcare

    Jul 20, 2026Sazan Mahbub, Caleb Ellington, Zhiyuan Li +4Clinical PredictionHealthcare

  15. Interpretable Machine Learning for Air Pollution and Respiratory Health Prediction: A Socioeconomic Subgroup Analysis

    Jul 19, 2026Maede Azani Hassan Abadi, Shouyi WangAir PollutionRespiratory Sound Classification

  16. Interpretable and Calibrated Classification of Clinical Data Using Supervised Feature Binarization

    Jul 16, 2026Antony Garcia, Adrian Noriega, Gabrielle Britton +1Interpretable ModelsClinical

  17. RegionFM: Interpretable Region-Based Brain MRI Classification Using Foundation Model Embeddings

    Jul 15, 2026Wei ZhangBrain Magnetic Resonance ImagingLogistic Regression

  18. Multimodal Routing for Interpretable, Robust, and Auditable Clinical Prediction

    Jul 10, 2026Nikkie Hooman, Zhongjie Wu, Eric C. Larson +1Multimodal Clinical DataClinical Prediction

  19. Leveraging Interpretable Tsetlin Machine for PDF Malware Detection

    Jul 10, 2026Rahul JaiswalMalware DetectionMultiple Attack Surfaces

  20. Steering Neural Network Training through Interpretable Constraints Based on Partial Dependence

    Jul 9, 2026Yann Claes, Pierre Geurts, Vân Anh Huynh-ThuNeural NetworkMachine Learning

  21. Complexity-Budgeted, Interaction-Aware Interpretable Model for Tabular Data

    Jul 8, 2026Srikumar KrishnamoorthyFeature ImportanceTabular Learning

  22. Individual Parameters in Weight-Sparse Transformers Appear Interpretable

    Jul 3, 2026Arnau Marin-Llobet, Stefan HeimersheimMechanistic InterpretabilityModel Weights

  23. RadiomicNet: A Hybrid Radiomics-Guided Lightweight Architecture for Interpretable Medical Image Segmentation

    Jul 2, 2026Mohammad Amanour RahmanRadiomicsMedical Image Segmentation

  24. Traffic-CBM: A Structurally Interpretable Multimodal Framework for Encrypted Traffic Classification

    Jun 29, 2026Honglei Jin, Wenshuo Chen, Shaofeng Liang +6Network TrafficMultimodal Classification

  25. FDN: Interpretable Spatiotemporal Forecasting with Future Decomposition Networks

    Jun 23, 2026Nicholas Majeske, Ariful AzadSpatio-Temporal ForecastingLoad Forecasting

  26. UniDrive: A Unified Vision-Language and Grounding Framework for Interpretable Risk Understanding in Autonomous Driving

    Jun 23, 2026Xiaowei Gao, Pengxiang Li, Yitai Cheng +4Autonomous DrivingAutonomous Hard Drive Disassembly

  27. IViT: A Novel Interpretable Visual Transformer for Skin Disease Detection

    Jun 22, 2026Haibiao Li, Di Lin, Xue Jiang +3Skin Lesion ClassificationSelf-Supervised Vision Transformers

  28. RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery

    Jun 20, 2026Yifan Yang, Wenjing Gong, Kaili Zhang +5Post-Disaster Damage AssessmentDisasters

  29. LISE : Listenable Interpretable Speaker Embeddings

    Jun 19, 2026Xiaoliang Wu, Chongxin Gan, Ke Liu +2Speaker Verification PerformanceSpeaker Attributes

  30. A Neurosymbolic Framework for Interpretable Skeleton-Based Seizure Detection via Concept-Driven Logical Reasoning

    Jun 19, 2026Talha Ilyas, Deval Mehta, Zongyuan GeInterictal Epileptiform DischargesNeuro-Symbolic Framework