conftrace_

interpretable classifier

9 papers

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Co-occurring keywords

image classification (1944) interpretable model (158) interpretable machine learning (140) counterfactual reasoning (230) post-hoc explanation (48) disjunctive normal form (12) few-shot classification (90) logical specification (4) neurosymbolic reasoning (24) finite state automaton (15)

Papers

Learning Interpretable Queries for Explainable Image Classification with Information Pursuit ICCV 2025

Interpretable DNFs IJCAI 2025

Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024

Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers NAACL 2024

MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes CVPR 2024

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

Interpretable Sequence Classification via Discrete Optimization AAAI 2021

Explanation-based Data Augmentation for Image Classification NIPS 2021