Top-down Neural Attention by Excitation Backprop

1 August 2016

Papers citing "Top-down Neural Attention by Excitation Backprop"

50 / 317 papers shown

Title
Understanding Deep Networks via Extremal Perturbations and Smooth Masks Ruth C. Fong Mandela Patrick Andrea Vedaldi AAML 91 421 0 18 Oct 2019
Combinational Class Activation Maps for Weakly Supervised Object Localization Seunghan Yang Yoonhyung Kim Youngeun Kim Changick Kim WSOL 119 78 0 12 Oct 2019
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation Weifeng Ge Sheng Guo Weilin Huang Matthew R. Scott 100 49 0 07 Oct 2019
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks Mehdi Neshat Zifan Wang Bradley Alexander Fan Yang Zijian Zhang Sirui Ding Markus Wagner Helen Zhou FAtt 111 1,073 0 03 Oct 2019
Visual Explanation for Deep Metric Learning Sijie Zhu Taojiannan Yang Chong Chen FAtt 78 35 0 27 Sep 2019
Towards Explainable Artificial Intelligence Wojciech Samek K. Müller XAI 87 448 0 26 Sep 2019
Explaining and Interpreting LSTMs L. Arras Jose A. Arjona-Medina Michael Widrich G. Montavon Michael Gillhofer K. Müller Sepp Hochreiter Wojciech Samek FAtt AI4TS 76 79 0 25 Sep 2019
Multi-scale discriminative Region Discovery for Weakly-Supervised Object Localization Pei Lv Haiyue Yu Junxiao Xue Junjin Cheng Lisha Cui Bing Zhou Mingliang Xu Yezhou Yang WSOL 30 2 0 24 Sep 2019
Count, Crop and Recognise: Fine-Grained Recognition in the Wild Max Bain Arsha Nagrani Daniel Schofield Andrew Zisserman 72 11 0 19 Sep 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 159 74 0 08 Sep 2019
Explainable Deep Learning for Video Recognition Tasks: A Framework & Recommendations Liam Hiley Alun D. Preece Y. Hicks XAI 34 15 0 07 Sep 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 147 367 0 27 Aug 2019
Semi Supervised Phrase Localization in a Bidirectional Caption-Image Retrieval Framework Deepan Das Noor Mohammed Ghouse Shashank Verma Yin Li 23 0 0 08 Aug 2019
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks Jörg Wagner Jan M. Köhler Tobias Gindele Leon Hetzel Thaddäus Wiedemer Sven Behnke AAML FAtt 92 122 0 07 Aug 2019
Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation Brian Kenji Iwana Ryohei Kuroki S. Uchida FAtt 72 98 0 06 Aug 2019
Discriminating Spatial and Temporal Relevance in Deep Taylor Decompositions for Explainable Activity Recognition Liam Hiley Alun D. Preece Y. Hicks D. Marshall Harrison Taylor FAtt 33 11 0 05 Aug 2019
A Survey on Deep Learning of Small Sample in Biomedical Image Analysis Pengyi Zhang Yunxin Zhong Yulin Deng Xiaoying Tang Xiaoqiong Li 69 32 0 01 Aug 2019
Grid Saliency for Context Explanations of Semantic Segmentation Lukas Hoyer Mauricio Muñoz P. Katiyar Anna Khoreva Volker Fischer FAtt 153 50 0 30 Jul 2019
From Clustering to Cluster Explanations via Neural Networks Jacob R. Kauffmann Malte Esders Lukas Ruff G. Montavon Wojciech Samek K. Müller 79 72 0 18 Jun 2019
Dynamic Traffic Scene Classification with Space-Time Coherence Athma Narayanan Isht Dwivedi Behzad Dariush 64 24 0 29 May 2019
Self-Critical Reasoning for Robust Visual Question Answering Jialin Wu Raymond J. Mooney OOD NAI 75 161 0 24 May 2019
Deep Visual City Recognition Visualization Xiangwei Shi Seyran Khademi Jan van Gemert SSL HAI FAtt 31 4 0 06 May 2019
Unsupervised Detection of Distinctive Regions on 3D Shapes Xianzhi Li Lequan Yu Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 95 20 0 05 May 2019
Visualizing Deep Networks by Optimizing with Integrated Gradients Zhongang Qi Saeed Khorram Fuxin Li FAtt 83 123 0 02 May 2019
Counterfactual Visual Explanations Yash Goyal Ziyan Wu Jan Ernst Dhruv Batra Devi Parikh Stefan Lee CML 95 511 0 16 Apr 2019
Attentive Action and Context Factorization Yanjie Wang Vinh Tran Gedas Bertasius Lorenzo Torresani Minh Hoai 31 6 0 10 Apr 2019
Software and application patterns for explanation methods Maximilian Alber 80 11 0 09 Apr 2019
Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents Christian Rupprecht Cyril Ibrahim C. Pal 96 32 0 02 Apr 2019
Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment Samyak Datta Karan Sikka Anirban Roy Karuna Ahuja Devi Parikh Ajay Divakaran 97 104 0 27 Mar 2019
Explaining Reinforcement Learning to Mere Mortals: An Empirical Study Andrew Anderson Jonathan Dodge Amrita Sadarangani Zoe Juozapaitis E. Newman Jed Irvine Souti Chattopadhyay Alan Fern Margaret Burnett FAtt 64 67 0 22 Mar 2019
Unmasking Clever Hans Predictors and Assessing What Machines Really Learn Sebastian Lapuschkin S. Wäldchen Alexander Binder G. Montavon Wojciech Samek K. Müller 106 1,023 0 26 Feb 2019
Deep Discriminative Representation Learning with Attention Map for Scene Classification Jun Yu Li Daoyu Lin Yang Wang Guangluan Xu C. Ding 59 83 0 21 Feb 2019
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded Ramprasaath R. Selvaraju Stefan Lee Yilin Shen Hongxia Jin Shalini Ghosh Larry Heck Dhruv Batra Devi Parikh FAtt VLM 76 255 0 11 Feb 2019
CHIP: Channel-wise Disentangled Interpretation of Deep Convolutional Neural Networks Xinrui Cui Dan Wang F. I. Z. Jane Wang FAtt BDL 36 12 0 07 Feb 2019
Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions Alexandros Stergiou G. Kapidis Grigorios Kalliatakis C. Chrysoulas R. Veltkamp R. Poppe FAtt 67 47 0 04 Feb 2019
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification Tao Hu H. Qi Qingming Huang Yan Lu 69 235 0 26 Jan 2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie Farley Lai Derek Doran Asim Kadav CoGe 127 327 0 20 Jan 2019
Explaining AlphaGo: Interpreting Contextual Effects in Neural Networks Zenan Ling Haotian Ma Yu Yang Robert C. Qiu Song-Chun Zhu Quanshi Zhang MILM 33 3 0 08 Jan 2019
SIXray : A Large-scale Security Inspection X-ray Benchmark for Prohibited Item Discovery in Overlapping Images Caijing Miao Lingxi Xie Fang Wan Chi Su Hongye Liu Jianbin Jiao QiXiang Ye 50 229 0 02 Jan 2019
A Gated Peripheral-Foveal Convolutional Neural Network for Unified Image Aesthetic Prediction Xiaodan Zhang Xinbo Gao Wen Lu Lihuo He 44 94 0 19 Dec 2018
Interactive Naming for Explaining Deep Neural Networks: A Formative Study M. Hamidi-Haines Zhongang Qi Alan Fern Fuxin Li Prasad Tadepalli FAtt HAI 50 11 0 18 Dec 2018
Attending Category Disentangled Global Context for Image Classification Keke Tang Guodong Wei Runnan Chen Jie Zhu Zhaoquan Gu Wenping Wang 27 0 0 17 Dec 2018
Guided Zoom: Questioning Network Evidence for Fine-grained Classification Sarah Adel Bargal Andrea Zunino Vitali Petsiuk Jianming Zhang Kate Saenko Vittorio Murino Stan Sclaroff 63 16 0 06 Dec 2018
Understanding Individual Decisions of CNNs via Contrastive Backpropagation Jindong Gu Yinchong Yang Volker Tresp FAtt 79 97 0 05 Dec 2018
Multimodal Explanations by Predicting Counterfactuality in Videos Atsushi Kanehira Kentaro Takemoto S. Inayoshi Tatsuya Harada 60 35 0 04 Dec 2018
Multi-task Learning of Hierarchical Vision-Language Representation Duy-Kien Nguyen Takayuki Okatani 105 52 0 03 Dec 2018
Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding Hassan Akbari Svebor Karaman Surabhi Bhargava Brian Chen Carl Vondrick Shih-Fu Chang 62 83 0 28 Nov 2018
Multi-label Object Attribute Classification using a Convolutional Neural Network Soubarna Banik M. Lauri Simone Frintrop 60 11 0 10 Nov 2018
Cascaded Pyramid Mining Network for Weakly Supervised Temporal Action Localization Haisheng Su Xu Zhao Tianwei Lin 107 27 0 28 Oct 2018
Brand > Logo: Visual Analysis of Fashion Brands M. Kiapour Robinson Piramuthu 35 7 0 23 Oct 2018