Search research

Topics & fields

Mechanistic Interpretability435 papersModel Interpretability269 papersMechanistic Interpretability159 papersInterpretable Models38 papersInterpretable Diabetic Retinopathy Grading25 papersInterpretive Openness25 papers

571–600 of 6,027

Papers

CardsList

  1. RAPIDMap: Rapid Multi-Agent Pipeline for Interpretable Disaster Mapping from Satellite and Street-view Imagery

    Aug 30, 2026Yifan Yang, Lei ZouDisastersMapping

  2. Interpretable Causal Discovery via Causal-Effect Constraints

    Aug 12, 2026Cixuan Zhang, Guy Van den Broeck, Benjie WangCausal Foundation ModelsCausal Graph

  3. Interpretable Machine Learning for Traffic Congestion Prediction: Unveiling the Impact of Different COVID-19 Periods

    Aug 2, 2026Dan Zhu, Chi Sin Ng, Litian Xie +1Accurate Traffic ForecastingCovid-19

  4. Interpretable machine learning for predicting splitting strength of asphalt concrete: insights from SHAP analysis

    Aug 2, 2026Jianglei Xing, Xiao Tan, Dongzhao Jin +3Shapley ValueFeature Importance

  5. Interpretable Image-Level Acne Severity Grading via EfficientNet-B0 Transfer Learning and Grad-CAM

    Jul 29, 2026Sophie Zeng, Sean Kalaycioglu, Collin Hong +1Skin Lesion ClassificationEfficientnet Encoder

  6. 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

  7. Climate-resilient electric vehicle charging infrastructure for sustainable cities: An interpretable causal-ensemble framework for preventive maintenance and low-carbon mobility

    Jul 23, 2026Cande Lian, Wentao Zeng, Jiabin Wu +2Electric VehiclesElectricity Price Forecasting

  8. M3^3-Gen: Interpretable Multimodal Generation of Gene Expression Profiles Using Clinical and Imaging Data

    Jul 23, 2026Francesca Pia Panaccione, Carlo Sgaravatti, Marco VenereMultimodal Clinical DataCancer Genome Atlas

  9. GuidedAttention: Interpretable and Correctable Visual Attention for OOD-Robust Robot Manipulation via Imitation Learning

    Jul 23, 2026Masaki Murooka, Ryoichi Nakajo, Keisuke Shirai +4Visuomotor PolicyMotion Imitation

  10. AHEAD: Advancing Multi-Class Label Aggregation with Interpretable Cross-Annotator Modeling

    Jul 20, 2026Ju Chen, Sijia Xu, Jun Feng +2Multi-Label ClassificationHuman Annotators

  11. Adaptive Multi-Expert Graph Transformer for Interpretable EEG-Based Diagnostics

    Jul 20, 2026Maryam Rahimimovassagh, Md Elias Hossain, Ivan Garibay +1Electroencephalography Spatial Super-ResolutionFunctional Networks

  12. RELIC: Revealed Principles for Learning Interpretable Composable Skills in Multi-Agent Planning

    Jul 18, 2026Nguyen Viet Tuan Kiet, Bui Dinh Pham, Duong Quoc Chinh +3Team FormationPrinciples

  13. A Minimal Interpretable Architecture for Zero-Shot Reconstruction of Dynamical Systems

    Jul 16, 2026Christoph Jürgen Hemmer, Florian Plaswig, Daniel DurstewitzZero-Shot ForecastingDynamical Systems

  14. Counterfactual Optimal Action Trees (COAT): Interpretable Prescriptive Policies from Observational Data

    Jul 15, 2026Youssef Drissi, Markus Ettl, Shivaram Subramanian +2Counterfactual RolloutsCounterfactual Reasoning

  15. ProtoPointNet: Prototype-Based Interpretable Classification of 3D Dental Point Clouds with Verifiable Spatial Activations

    Jul 14, 2026George V. Jose, Thao Liang Chiam, Toby Hughes +4PrototypeOne-Shot Medical Landmark Detection

  16. A Symbolic Neural CPU for Quantization-Simulated Writeback and Interpretable Program Execution

    Jul 10, 2026Jose Luis Lima de Jesus SilvaNeuro-Symbolic FrameworkNeural Network Verification

  17. An interpretable Good--Turing restart criterion for k-means++

    Jul 9, 2026Renato Cordeiro de AmorimK-MeansTop-K

  18. Wavelet Scattering Transform for Interpretable Schizophrenia Biomarker Discovery and Classification from Resting-State EEG

    Jul 6, 2026Md. Taksimul Ahsan Tawhid, Nasif Ahmed Rafe, Alif Tahmid Priyom +1BiomarkerDiscrete Wavelet Transform

  19. Liquid Latent State Dynamics for Interpretable Turbofan Degradation Modeling

    Jul 2, 2026Weizhi Nie, Weijie Wang, Yuting SuPrognostics

  20. SIMAX: A Scalable and Interpretable Framework for Multi-Fidelity and Annotated Clinician-Patient Dialogue Simulation

    Jun 29, 2026Zhuhan Bao, Rui Yang, Bohao Yang +16Simulated PatientsConversational Datasets

  21. Predicting Timbre Traits for Interpretable Assessment of Musical Sound Synthesizers

    Jun 29, 2026Théo Chasle Cauchy, Modan Tailleur, Lindsey Reymore +2Fréchet Inception Distance

  22. t-STEP: An interpretable model for Total Electron Content predictions and irregularities estimations

    Jun 28, 2026Stephen Tete, Carl Shneider, Maxime Cordy +3Geomagnetic StormsInterpretable Models

  23. Bridging Ab Initio Symmetries and Global Nuclear Masses with Interpretable Neural Networks

    Jun 26, 2026Phong Dang, Evander Espinoza, Xiaoliang Wan +6Nuclear DataSymmetry

  24. Beyond Points: Spherical Distributional Part Prototypes for Interpretable Classification

    Jun 25, 2026Duarte Leão, Diogo Pereira Araújo, Catarina Barata +1Learnable PrototypesPrototype

  25. Compression-Driven Anomaly Detection in Brain MRI Using an Interpretable Quantum Autoencoder

    Jun 25, 2026Santanu Ganguly, Xing Liang, Dimitrios MakrisBrain Magnetic Resonance ImagingQuantum Machine Learning

  26. Discovering Millions of Interpretable Features with Sparse Autoencoders

    Jun 25, 2026XinYang He, Wei Wang, Bing Zhao +5Qwen3Semantic Representations

  27. Interpretable Concept-Guided Polynomial Tabular Kolmogorov-Arnold Network for EEG-Based Mild Cognitive Impairment Detection

    Jun 24, 2026Yosef Bernardus Wirian, Qiang ChengMild Cognitive ImpairmentElectroencephalography Spatial Super-Resolution

  28. Inverse Reinforcement Learning for Interpretable Keystroke Biomarkers in Parkinson's Disease

    Jun 24, 2026Navin BondadeParkinsonPublic Neuroqwerty

  29. Ultra-Peripheral Collisions as a Nuclear-Structure Interferometer with Interpretable Multitask Deep Learning

    Jun 22, 2026Jing-Zong Zhang, Wang-Mei Zha, Lingxiao Wang +1Nuclear DataHigh Energy Physics

  30. Interpretable Uncertainty Routing Separating Emotion Ambiguity from Distribution Shift in Facial Expression Recognition

    Jun 21, 2026Keito Inoshita, Takato UenoInput UncertaintiesFacial Expression Recognition