Deriving Explanation of Deep Visual Saliency Models

8 September 2021

Papers citing "Deriving Explanation of Deep Visual Saliency Models"

21 / 21 papers shown

Title
Unified Image and Video Saliency Modeling Richard Droste Jianbo Jiao J. A. Noble 83 159 0 11 Mar 2020
Interpreting Adversarial Examples with Attributes Sadaf Gulshad J. H. Metzen A. Smeulders Zeynep Akata FAtt AAML 84 6 0 17 Apr 2019
A Dilated Inception Network for Visual Saliency Prediction Sheng Yang Guosheng Lin Qiuping Jiang Weisi Lin 60 128 0 07 Apr 2019
Understanding and Visualizing Deep Visual Saliency Models Sen He Hamed R. Tavakoli Ali Borji Yang Mi N. Pugeault FAtt 44 46 0 06 Mar 2019
Contextual Encoder-Decoder Network for Visual Saliency Prediction Alexander Kroner M. Senden K. Driessens R. Goebel 42 189 0 18 Feb 2019
Sanity Checks for Saliency Maps Julius Adebayo Justin Gilmer M. Muelly Ian Goodfellow Moritz Hardt Been Kim FAtt AAML XAI 139 1,967 0 08 Oct 2018
Explaining Image Classifiers by Counterfactual Generation C. Chang Elliot Creager Anna Goldenberg David Duvenaud VLM 73 264 0 20 Jul 2018
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 181 1,171 0 19 Jun 2018
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence Dong Huk Park Lisa Anne Hendricks Zeynep Akata Anna Rohrbach Bernt Schiele Trevor Darrell Marcus Rohrbach 75 422 0 15 Feb 2018
Revisiting Video Saliency: A Large-scale Benchmark and a New Model Wenguan Wang Jianbing Shen Fang Guo Ming-Ming Cheng Ali Borji VLM 55 265 0 23 Jan 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 184 19,284 0 13 Jan 2018
Deep Visual Attention Prediction Wenguan Wang Jianbing Shen MDE 67 586 0 07 May 2017
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara 84 550 0 29 Nov 2016
A Deep Spatial Contextual Long-term Recurrent Convolutional Network for Saliency Detection Nian Liu Junwei Han 68 190 0 06 Oct 2016
Visual Saliency Based on Scale-Space Analysis in the Frequency Domain Jian Li M. Levine X. An Xin Xu Hangen He 46 568 0 06 May 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,326 0 14 Dec 2015
DeepFix: A Fully Convolutional Neural Network for predicting Human Eye Fixations S. Kruthiventi Kumar Ayush R. Venkatesh Babu 78 484 0 10 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 127 5,585 0 07 Dec 2014
Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition Stefan Mathe C. Sminchisescu 58 195 0 29 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,893 0 12 Nov 2013