Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Distinguishing mirror from glass: A 'big data' approach to material perception Hideki Tamura Konrad E. Prokott R. Fleming OOD AAML 65 9 0 05 Mar 2019
Understanding the Mechanism of Deep Learning Framework for Lesion Detection in Pathological Images with Breast Cancer Wei‐Wen Hsu Chung-Hao Chen C. Hoa Yu-Ling Hou Xiang Gao Y. Shao Xueli Zhang Jingjing Wang Tao He Yan Tai MedIm OOD 26 1 0 04 Mar 2019
Aggregating explanation methods for stable and robust explainability Laura Rieger Lars Kai Hansen AAML FAtt 59 12 0 01 Mar 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning Yizhe Zhu Jianwen Xie Zhiqiang Tang Xi Peng Ahmed Elgammal VLM 105 121 0 01 Mar 2019
Biometric Presentation Attack Detection: Beyond the Visible Spectrum Ruben Tolosana M. Gomez-Barrero Christoph Busch J. Ortega-Garcia AAML 66 76 0 28 Feb 2019
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference Jungbeom Lee Eunji Kim Sungmin Lee Jangho Lee Sungroh Yoon 100 422 0 27 Feb 2019
Unmasking Clever Hans Predictors and Assessing What Machines Really Learn Sebastian Lapuschkin S. Wäldchen Alexander Binder G. Montavon Wojciech Samek K. Müller 127 1,023 0 26 Feb 2019
Object Discovery From a Single Unlabeled Image by Mining Frequent Itemset With Multi-scale Features Runsheng Zhang Yaping Huang Mengyang Pu Jian Zhang Q. Guan Qi Zou Haibin Ling ObjD 69 31 0 26 Feb 2019
Unsupervised Part Mining for Fine-grained Image Classification Runsheng Zhang Jian Zhang Yaping Huang Qi Zou OCL 64 12 0 26 Feb 2019
IF-TTN: Information Fused Temporal Transformation Network for Video Action Recognition Ke Yang Peng Qiao Dongsheng Li Y. Dou ViT 59 8 0 26 Feb 2019
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 107 234 0 26 Feb 2019
Discriminative Pattern Mining for Breast Cancer Histopathology Image Classification via Fully Convolutional Autoencoder Xingyu Li M. Radulovic K. Kanjer Konstantinos N. Plataniotis MedIm 63 54 0 22 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
Knowledge-based Analysis for Mortality Prediction from CT Images Hengtao Guo Uwe Krüger Ge Wang Mannudeep K. Kalra Pingkun Yan 30 26 0 20 Feb 2019
Neuromodulated Goal-Driven Perception in Uncertain Domains Xinyun Zou Soheil Kolouri Praveen K. Pilly J. Krichmar 20 0 0 16 Feb 2019
Min-Entropy Latent Model for Weakly Supervised Object Detection Fang Wan Pengxu Wei Zhenjun Han Jianbin Jiao QiXiang Ye WSOD 74 217 0 16 Feb 2019
WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection Binhang Yuan Chen Wang Chen Luo Fei Jiang Mingsheng Long Philip S. Yu Yuan Liu 78 25 0 14 Feb 2019
Exploring Frame Segmentation Networks for Temporal Action Localization Ke Yang Xiaolong Shen Peng Qiao Shijie Li Dongsheng Li Y. Dou 68 10 0 14 Feb 2019
Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region Marc Aubreville C. Bertram Christian Marzahl C. Gurtner M. Dettwiler ... Sophie Merz Marco Fragoso O. Kershaw R. Klopfleisch Andreas Maier 13 4 0 12 Feb 2019
The effect of scene context on weakly supervised semantic segmentation Mohammad Kamalzare R. Kahani Alireza Talebpour Ahmad Mahmoudi-Aznaveh 46 0 0 12 Feb 2019
Synthesizing New Retinal Symptom Images by Multiple Generative Models Yi-Chieh Liu Hao-Hsiang Yang Chao-Han Huck Yang Jia-Hong Huang Meng Tian Hiromasa Morikawa Y. Tsai Jesper N. Tegnér GAN MedIm 38 21 0 11 Feb 2019
When Causal Intervention Meets Adversarial Examples and Image Masking for Deep Neural Networks Chao-Han Huck Yang Yi-Chieh Liu Pin-Yu Chen Xiaoli Ma Y. Tsai BDL AAML CML 80 21 0 09 Feb 2019
Unsupervised Data Uncertainty Learning in Visual Retrieval Systems Ahmed Taha Yi-Ting Chen Teruhisa Misu Abhinav Shrivastava L. Davis 59 17 0 07 Feb 2019
CHIP: Channel-wise Disentangled Interpretation of Deep Convolutional Neural Networks Xinrui Cui Dan Wang F. I. Z. Jane Wang FAtt BDL 55 12 0 07 Feb 2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI Shane T. Mueller R. Hoffman W. Clancey Abigail Emrey Gary Klein XAI 76 286 0 05 Feb 2019
Learning Decision Trees Recurrently Through Communication Stephan Alaniz Diego Marcos Bernt Schiele Zeynep Akata 58 16 0 05 Feb 2019
Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions Alexandros Stergiou G. Kapidis Grigorios Kalliatakis C. Chrysoulas R. Veltkamp R. Poppe FAtt 69 47 0 04 Feb 2019
Automated detection of celiac disease on duodenal biopsy slides: a deep learning approach Jason W. Wei Jerry W. Wei Christopher R. Jackson Bing Ren A. Suriawinata Saeed Hassanpour MedIm 67 66 0 31 Jan 2019
Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System Joseph Paul Cohen Paul Bertin Vincent Frappier OOD MedIm 83 68 0 31 Jan 2019
Attention-based Context Aggregation Network for Monocular Depth Estimation Yuru Chen Haitao Zhao Zhengwei Hu 56 94 0 29 Jan 2019
Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification Haoran Ren Jianlin Su Hong-wei Lu 46 14 0 29 Jan 2019
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification Tao Hu H. Qi Qingming Huang Yan Lu 78 235 0 26 Jan 2019
Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion Fanman Meng Kaixu Huang Hongliang Li Qi Wu VLM WSOL 32 10 0 23 Jan 2019
Quantifying Legibility of Indoor Spaces Using Deep Convolutional Neural Networks: Case Studies in Train Stations Zhoutong Wang Q. Liang Fábio Duarte Fan Zhang Louis Charron L. Johnsen B. Cai C. Ratti 3DV HAI 36 19 0 22 Jan 2019
Deep Features Analysis with Attention Networks Shipeng Xie Da Chen Rong Zhang Hui Xue FAtt XAI 63 5 0 20 Jan 2019
Explaining Explanations to Society Leilani H. Gilpin Cecilia Testart Nathaniel Fruchter Julius Adebayo XAI 120 35 0 19 Jan 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 192 2,325 0 17 Jan 2019
Attention-aware Multi-stroke Style Transfer Yuan Yao Jianqiang Ren Xuansong Xie Weidong Liu Yong Liu Jun Wang 129 164 0 16 Jan 2019
Toward Explainable Fashion Recommendation Pongsate Tangseng Takayuki Okatani 59 29 0 15 Jan 2019
SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells Vignesh Sankar Devinder Kumar David A Clausi Graham W. Taylor Alexander Wong 58 24 0 15 Jan 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition Zheng Shou Xudong Lin Yannis Kalantidis Laura Sevilla-Lara Marcus Rohrbach Shih-Fu Chang Zhicheng Yan VGen 120 120 0 11 Jan 2019
Low-Cost Transfer Learning of Face Tasks T. John Isha Dua V. Balasubramanian C. V. Jawahar CLIP CVBM VLM 54 0 0 09 Jan 2019
Interpretable CNNs for Object Classification Quanshi Zhang Xin Eric Wang Ying Nian Wu Huilin Zhou Song-Chun Zhu 61 54 0 08 Jan 2019
Interpretable BoW Networks for Adversarial Example Detection Krishna Kanth Nakka Mathieu Salzmann GAN AAML 40 0 0 08 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 54 3 0 08 Jan 2019
Image Super-Resolution as a Defense Against Adversarial Attacks Aamir Mustafa Salman H. Khan Munawar Hayat Jianbing Shen Ling Shao AAML SupR 102 176 0 07 Jan 2019
Enhancing Sound Texture in CNN-Based Acoustic Scene Classification Yuzhong Wu Tan Lee 50 39 0 06 Jan 2019
Visualizing Deep Similarity Networks Abby Stylianou Richard Souvenir Robert Pless FAtt 91 56 0 02 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 64 230 0 02 Jan 2019
Soft Autoencoder and Its Wavelet Adaptation Interpretation Fenglei Fan Mengzhou Li Yueyang Teng Ge Wang 67 3 0 31 Dec 2018