conftrace_

interpretable classification

21 papers

Explore in graph

Co-occurring keywords

interpretable model (158) neural network (6616) prototype learning (405) text classification (6793) image classification (1944) convolutional neural network (4226) disjunctive normal form (12) boolean rule (3) rule-based classification (8) rule learning (61)

Papers

Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025
Interpretable point cloud classification using multiple instance learning ICCV 2025
A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations AAAI 2025
AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts EMNLP 2025
Explaining Domain Shifts in Language: Concept Erasing for Interpretable Image Classification CVPR 2025
NeSyFOLD: A Framework for Interpretable Image Classification AAAI 2024
Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers NIPS 2024
Context-Aware Feature Selection and Classification IJCAI 2023
Interpretable and Fair Boolean Rule Sets via Column Generation JMLR 2023
This Reads Like That: Deep Learning for Interpretable Natural Language Processing EMNLP 2023
Uncertain Time Series Classification IJCAI 2021
Convolutional Dynamic Alignment Networks for Interpretable Classifications CVPR 2021
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NIPS 2020
LIBRE: Learning Interpretable Boolean Rule Ensembles AISTATS 2020
Transparent Classification with Multilayer Logical Perceptrons and Random Binarization AAAI 2020
Interpretable Rationale Augmented Charge Prediction System COLING 2018
Multi-value Rule Sets for Interpretable Classification with Feature-Efficient Representations NIPS 2018
A Bayesian Framework for Learning Rule Sets for Interpretable Classification JMLR 2017
Exact Rule Learning via Boolean Compressed Sensing ICML 2013
Projection Retrieval for Classification NIPS 2012