Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Saliency Guided Self-attention Network for Weakly and Semi-supervised Semantic Segmentation Qi Yao Xiaojin Gong 71 75 0 12 Oct 2019
Explaining image classifiers by removing input features using generative models Chirag Agarwal Anh Totti Nguyen FAtt 100 15 0 09 Oct 2019
Softmax Is Not an Artificial Trick: An Information-Theoretic View of Softmax in Neural Networks Zhenyue Qin Dongwoo Kim FAtt 31 2 0 07 Oct 2019
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation Weifeng Ge Sheng Guo Weilin Huang Matthew R. Scott 102 50 0 07 Oct 2019
Testing and verification of neural-network-based safety-critical control software: A systematic literature review Jin Zhang Jingyue Li 93 48 0 05 Oct 2019
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization Dianbo Liu Yuanwei Wu Wenchi Ma Guanghui Wang 78 13 0 04 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 116 1,080 0 03 Oct 2019
Contextual Local Explanation for Black Box Classifiers Zijian Zhang Fan Yang Haofan Wang Helen Zhou FAtt 15 4 0 02 Oct 2019
Sensor Fusion: Gated Recurrent Fusion to Learn Driving Behavior from Temporal Multimodal Data Athma Narayanan Avinash Siravuru Behzad Dariush 18 6 0 01 Oct 2019
Role of Spatial Context in Adversarial Robustness for Object Detection Aniruddha Saha Akshayvarun Subramanya Koninika Patil Hamed Pirsiavash ObjD AAML 121 54 0 30 Sep 2019
Visual Explanation for Deep Metric Learning Sijie Zhu Taojiannan Yang Chong Chen FAtt 105 35 0 27 Sep 2019
Sampling the "Inverse Set" of a Neuron: An Approach to Understanding Neural Nets Suryabhan Singh Hada M. A. Carreira-Perpiñán BDL 33 8 0 27 Sep 2019
Optimizing Nondecomposable Data Dependent Regularizers via Lagrangian Reparameterization offers Significant Performance and Efficiency Gains Sathya Ravi Abhay Venkatesh G. Fung Vikas Singh 58 3 0 26 Sep 2019
LIMIS: Locally Interpretable Modeling using Instance-wise Subsampling Chang Jo Kim Sercan O. Arik Tomas Pfister FAtt 39 2 0 26 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 42 2 0 24 Sep 2019
HR-CAM: Precise Localization of Pathology Using Multi-level Learning in CNNs Sumeet Shinde Tanay Chougule Jitender Saini M. Ingalhalikar 45 14 0 23 Sep 2019
Class Activation Map generation by Multiple Level Class Grouping and Orthogonal Constraint Kaixu Huang Fanman Meng Hongliang Li Shuai Chen Qingbo Wu K. Ngan WSOL 49 4 0 21 Sep 2019
Map as The Hidden Sensor: Fast Odometry-Based Global Localization Cheng Peng David Weikersdorfer 40 7 0 20 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
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs Diego Marcos Sylvain Lobry D. Tuia FAtt MILM 59 28 0 18 Sep 2019
Class Feature Pyramids for Video Explanation Alexandros Stergiou G. Kapidis Grigorios Kalliatakis C. Chrysoulas R. Poppe R. Veltkamp FAtt 54 19 0 18 Sep 2019
CELNet: Evidence Localization for Pathology Images using Weakly Supervised Learning Yongxiang Huang Albert C. S. Chung 66 13 0 16 Sep 2019
Learning Spatial Awareness to Improve Crowd Counting Zhi-Qi Cheng Jun-Xiu Li Qi Dai Xiao-Jun Wu Alexander G. Hauptmann 3DPC 73 131 0 16 Sep 2019
X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust Arjun Reddy Akula Changsong Liu Sari Saba-Sadiya Hongjing Lu S. Todorovic J. Chai Song-Chun Zhu 71 18 0 15 Sep 2019
Towards Generalizable Deepfake Detection with Locality-aware AutoEncoder Mengnan Du Shiva K. Pentyala Yuening Li Helen Zhou 88 41 0 13 Sep 2019
New Perspective of Interpretability of Deep Neural Networks Masanari Kimura Masayuki Tanaka AAML FAtt FaML AI4CE 35 6 0 12 Sep 2019
WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection Zhaoyang Zeng Bei Liu Jianlong Fu Hongyang Chao Lei Zhang WSOD 87 153 0 11 Sep 2019
Dual-attention Focused Module for Weakly Supervised Object Localization Yukun Zhou Zailiang Chen Hai-lan Shen Qing Liu Rongchang Zhao Yixiong Liang WSOL 57 4 0 11 Sep 2019
Cross-X Learning for Fine-Grained Visual Categorization W. Luo Xitong Yang Xianjie Mo Yuheng Lu L. Davis Jun Li Jian Yang Ser-Nam Lim 146 196 0 10 Sep 2019
Multimodal Attention Branch Network for Perspective-Free Sentence Generation A. Magassouba K. Sugiura Hisashi Kawai 45 17 0 10 Sep 2019
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation Yu Zeng Yunzhi Zhuge Huchuan Lu Lihe Zhang 82 177 0 09 Sep 2019
Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 75 20 0 09 Sep 2019
Weakly Supervised Localization Using Background Images Ziyi Kou Wentian Zhao Guofeng Cui Shaojie Wang WSOL 40 0 0 09 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 161 74 0 08 Sep 2019
Explainable Deep Learning for Video Recognition Tasks: A Framework & Recommendations Liam Hiley Alun D. Preece Y. Hicks XAI 39 15 0 07 Sep 2019
DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning Theo Jaunet Romain Vuillemot Christian Wolf HAI 133 36 0 06 Sep 2019
Coarse2Fine: A Two-stage Training Method for Fine-grained Visual Classification Amir Erfan Eshratifar David Eigen Michael Gormish Massoud Pedram 46 12 0 06 Sep 2019
Semantic-Aware Scene Recognition Alejandro López-Cifuentes Marcos Escudero-Viñolo Jesús Bescós Álvaro García-Martín 86 106 0 05 Sep 2019
Human-grounded Evaluations of Explanation Methods for Text Classification Piyawat Lertvittayakumjorn Francesca Toni FAtt 98 67 0 29 Aug 2019
Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays Ricardo Bigolin Lanfredi Joyce D. Schroeder C. Vachet Tolga Tasdizen GAN MedIm 66 14 0 27 Aug 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 172 771 0 27 Aug 2019
Large Scale Landmark Recognition via Deep Metric Learning Andrei Boiarov Eduard Tyantov 160 28 0 27 Aug 2019
Cooperative Cross-Stream Network for Discriminative Action Representation Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 62 5 0 27 Aug 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 147 368 0 27 Aug 2019
Temporal Reasoning Graph for Activity Recognition Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 55 60 0 27 Aug 2019
Fairness in Deep Learning: A Computational Perspective Mengnan Du Fan Yang Na Zou Helen Zhou FaML FedML 68 235 0 23 Aug 2019
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial T. Pianpanit Sermkiat Lolak Phattarapong Sawangjai Ekapol Chuangsuwanich Theerawit Wilaiprasitporn 48 3 0 23 Aug 2019
3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization Sanath Narayan Hisham Cholakkal Fahad Shahbaz Khan Ling Shao 3DPC 89 157 0 22 Aug 2019
DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking Mohamed H. Abdelpakey M. Shehata 69 8 0 21 Aug 2019
Saccader: Improving Accuracy of Hard Attention Models for Vision Gamaleldin F. Elsayed Simon Kornblith Quoc V. Le VLM 103 73 0 20 Aug 2019