Interpretable CNNs for Object Classification

Interpretable CNNs for Object Classification

8 January 2019

Papers citing "Interpretable CNNs for Object Classification"

15 / 15 papers shown

Title
Stylistic Multi-Task Analysis of Ukiyo-e Woodblock Prints Selina Khan Nanne van Noord 58 4 0 16 Oct 2024
Layerwise Change of Knowledge in Neural Networks Xu Cheng Lei Cheng Zhaoran Peng Yang Xu Tian Han Quanshi Zhang KELM FAtt 35 5 0 13 Sep 2024
Don't Forget Too Much: Towards Machine Unlearning on Feature Level Heng Xu Tianqing Zhu Wanlei Zhou Wei Zhao MU 49 5 0 16 Jun 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 54 45 0 23 Feb 2024
A matter of attitude: Focusing on positive and active gradients to boost saliency maps Oscar Llorente Jaime Boal Eugenio F. Sánchez-Úbeda FAtt 15 0 0 22 Sep 2023
Schema Inference for Interpretable Image Classification Haofei Zhang Mengqi Xue Xiaokang Liu Kaixuan Chen Mingli Song Mingli Song OCL 49 3 0 12 Mar 2023
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification Quanshi Zhang Xu Cheng Yilan Chen Zhefan Rao 19 34 0 18 Aug 2022
Activation Template Matching Loss for Explainable Face Recognition Huawei Lin Haozhe Liu Qiufu Li Linlin Shen CVBM 29 1 0 05 Jul 2022
Semantic interpretation for convolutional neural networks: What makes a cat a cat? Haonan Xu Yuntian Chen Dongxiao Zhang FAtt 33 3 0 16 Apr 2022
COIN: Counterfactual Image Generation for VQA Interpretation Zeyd Boukhers Timo Hartmann Jan Jurjens 21 7 0 10 Jan 2022
Learning Interpretable Concept Groups in CNNs Saurabh Varshneya Antoine Ledent Robert A. Vandermeulen Yunwen Lei Matthias Enders Damian Borth Marius Kloft 18 6 0 21 Sep 2021
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models Arjun Reddy Akula Keze Wang Changsong Liu Sari Saba-Sadiya Hongjing Lu S. Todorovic J. Chai Song-Chun Zhu 31 47 0 03 Sep 2021
Explainable Diabetic Retinopathy Detection and Retinal Image Generation Yuhao Niu Lin Gu Yitian Zhao Feng Lu MedIm 27 58 0 01 Jul 2021
Explainable Artificial Intelligence (XAI): An Engineering Perspective F. Hussain R. Hussain E. Hossain XAI 31 26 0 10 Jan 2021
Driving Behavior Explanation with Multi-level Fusion H. Ben-younes Éloi Zablocki Patrick Pérez Matthieu Cord 27 30 0 09 Dec 2020