Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Type: Preprint

Publication Date: 2013-01-01

Citations: 5042

DOI: https://doi.org/10.48550/arxiv.1312.6034

Locations

  • arXiv (Cornell University) - View
  • DataCite API - View

Similar Works

Action Title Year Authors
+ Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps 2013 Karen Simonyan
Andrea Vedaldi
Andrew Zisserman
+ ODSmoothGrad: Generating Saliency Maps for Object Detectors 2023 C. Gwon
Steven C. Howell
+ A Learning Paradigm for Interpretable Gradients 2024 Felipe Torres Figueroa
Hanwei Zhang
Ronan Sicre
Yannis Avrithis
Stéphane Ayache
+ PDF Chat A Learning Paradigm for Interpretable Gradients 2024 Felipe Torres Figueroa
Hanwei Zhang
Ronan Sicre
Yannis Avrithis
Stéphane Ayache
+ SeeBel: Seeing is Believing 2023 Sourajit Saha
Shubhashis Roy Dipta
+ PDF Chat The Mind’s Eye: Visualizing Class-Agnostic Features of CNNS 2021 Alexandros Stergiou
+ The Mind's Eye: Visualizing Class-Agnostic Features of CNNs 2021 Alexandros Stergiou
+ The Mind's Eye: Visualizing Class-Agnostic Features of CNNs 2021 Alexandros Stergiou
+ PDF Chat Saliency-Driven Class Impressions For Feature Visualization Of Deep Neural Networks 2020 Sravanti Addepalli
Dipesh Tamboli
R. Venkatesh Babu
Biplab Banerjee
+ PDF Chat Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models 2021 Zixuan Liu
Ehsan Adeli
Kilian M. Pohl
Qingyu Zhao
+ Saliency-driven Class Impressions for Feature Visualization of Deep Neural Networks 2020 Sravanti Addepalli
Dipesh Tamboli
R. Venkatesh Babu
Biplab Banerjee
+ Saliency-driven Class Impressions for Feature Visualization of Deep Neural Networks 2020 Sravanti Addepalli
Dipesh Tamboli
R. Venkatesh Babu
Biplab Banerjee
+ Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models 2019 Daniel Omeiza
Skyler Speakman
Celia Cintas
Komminist Weldermariam
+ Unsupervised discovery of Interpretable Visual Concepts 2023 Caroline Mazini Rodrigues
Nicolas Boutry
Laurent Najman
+ PDF Chat Rethinking Interpretation: Input-Agnostic Saliency Mapping of Deep Visual Classifiers 2023 Naveed Akhtar
Mohammad A. A. K. Jalwana
+ Rethinking interpretation: Input-agnostic saliency mapping of deep visual classifiers 2023 Naveed Akhtar
Mohammad A. A. K. Jalwana
+ A matter of attitude: Focusing on positive and active gradients to boost saliency maps 2023 Oscar Llorente
Jaime Boal
Eugenio F. Sánchez‐Úbeda
+ PDF Chat Enhancing Deep Neural Network Saliency Visualizations With Gradual Extrapolation 2021 Tomasz Szandała
+ Overview of Class Activation Maps for Visualization Explainability 2023 Anh Pham Thi Minh
+ PDF Chat Picasso: A Modular Framework for Visualizing the Learning Process of Neural Network Image Classifiers 2017 Ryan Henderson
Rasmus Rothe