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interpretable classifier

10 papers

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Co-occurring keywords · papers mentioning both

image classification (3) interpretable model (2) interpretable machine learning (2) counterfactual reasoning (1) post-hoc explanation (1) disjunctive normal form (1) few-shot classification (1) logical specification (1) finite state automaton (1) concept prototype (1)

Papers

Interpretable DNFs IJCAI 2025 Learning Interpretable Queries for Explainable Image Classification with Information Pursuit ICCV 2025 Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NeurIPS 2024 Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers NAACL 2024 MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024 This Looks Like It Rather Than That: ProtoKNN For Similarity-Based Classifiers ICLR 2023 Composing Neural Learning and Symbolic Reasoning with an Application to Visual Discrimination IJCAI 2022 Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes CVPR 2022 Explanation-based Data Augmentation for Image Classification NeurIPS 2021 Interpretable Sequence Classification via Discrete Optimization AAAI 2021