Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Part-Aware Fine-grained Object Categorization using Weakly Supervised Part Detection Network Yabin Zhang Kui Jia Zhixin Wang 54 23 0 16 Jun 2018
Interactive Classification for Deep Learning Interpretation Ángel Alexander Cabrera Fred Hohman Jason Lin Duen Horng Chau VLM HAI 43 12 0 14 Jun 2018
Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition Ming Sun Yuchen Yuan Feng Zhou Errui Ding 167 352 0 14 Jun 2018
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features Xiang Wang Shaodi You Xi Li Huimin Ma 79 303 0 12 Jun 2018
Multi-Agent Deep Reinforcement Learning with Human Strategies Thanh Nguyen Ngoc Duy Nguyen S. Nahavandi 82 12 0 12 Jun 2018
Understanding Patch-Based Learning by Explaining Predictions Christopher J. Anders G. Montavon Wojciech Samek K. Müller UQCV FAtt 70 6 0 11 Jun 2018
Localizing and Quantifying Damage in Social Media Images Xukun Li Xukun Li Doina Caragea Muhammad Imran 59 57 0 09 Jun 2018
Evaluating surgical skills from kinematic data using convolutional neural networks Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller 90 105 0 07 Jun 2018
Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity Salim Arslan S. Ktena Ben Glocker Daniel Rueckert GNN 72 53 0 05 Jun 2018
Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos Hsien-Tzu Cheng Chun-Hung Chao Jin-Dong Dong Hao Wen Tyng-Luh Liu Min Sun 85 193 0 04 Jun 2018
Generative Adversarial Networks for Unsupervised Object Co-localization Junsuk Choe J. Park Hyunjung Shim GAN 46 1 0 01 Jun 2018
Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations Guannan Zhao Bo Zhou Kaiwen Wang Rui Jiang Min Xu FAtt MedIm 71 48 0 31 May 2018
Explaining Explanations: An Overview of Interpretability of Machine Learning Leilani H. Gilpin David Bau Ben Z. Yuan Ayesha Bajwa Michael A. Specter Lalana Kagal XAI 163 1,875 0 31 May 2018
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation Jimmy Wu Bolei Zhou D. Peck S. Hsieh V. Dialani Lester W. Mackey Genevieve Patterson FAtt MedIm 71 24 0 31 May 2018
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images Noel Codella Chung-Ching Lin Allan Halpern Michael Hind Rogerio Feris John R. Smith 89 42 0 30 May 2018
Deep Semantic Architecture with discriminative feature visualization for neuroimage analysis Arna Ghosh F. Maso M. Roig G. Mitsis M. Boudrias 48 6 0 29 May 2018
Teaching Meaningful Explanations Noel Codella Michael Hind Karthikeyan N. Ramamurthy Murray Campbell Amit Dhurandhar Kush R. Varshney Dennis L. Wei Aleksandra Mojsilović FAtt XAI 71 7 0 29 May 2018
Robust Tumor Localization with Pyramid Grad-CAM Sungmin Lee Jangho Lee Jungbeom Lee Chul-Kee Park Sungroh Yoon MedIm 69 31 0 29 May 2018
Global Sum Pooling: A Generalization Trick for Object Counting with Small Datasets of Large Images Shubhra Aich Ian Stavness 63 20 0 28 May 2018
Local Rule-Based Explanations of Black Box Decision Systems Riccardo Guidotti A. Monreale Salvatore Ruggieri D. Pedreschi Franco Turini F. Giannotti 146 440 0 28 May 2018
Discriminator Feature-based Inference by Recycling the Discriminator of GANs Duhyeon Bang Seoungyoon Kang Hyunjung Shim GAN 54 6 0 28 May 2018
Excitation Dropout: Encouraging Plasticity in Deep Neural Networks Andrea Zunino Sarah Adel Bargal Pietro Morerio Jianming Zhang Stan Sclaroff Vittorio Murino 47 25 0 23 May 2018
Semantic Network Interpretation Pei Guo Ryan Farrell MILM FAtt 38 0 0 23 May 2018
Learning Pixel-wise Labeling from the Internet without Human Interaction Yun-Hai Liu Yujun Shi Jiawang Bian Le Zhang Ming-Ming Cheng Jiashi Feng SSL 35 0 0 19 May 2018
Unsupervised Learning of Neural Networks to Explain Neural Networks Quanshi Zhang Yu Yang Yuchen Liu Ying Nian Wu Song-Chun Zhu FAtt SSL 72 27 0 18 May 2018
RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks Xiuyuan Cheng Qiang Qiu Robert Calderbank Guillermo Sapiro 58 43 0 17 May 2018
Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models Jacob R. Kauffmann K. Müller G. Montavon DRL 82 98 0 16 May 2018
2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input Tae Joon Jun Dohyeun Kim Hoang Minh Nguyen Daeyoung Kim Y. Eom MedIm 27 7 0 15 May 2018
Deep Attentional Structured Representation Learning for Visual Recognition Krishna Kanth Nakka Mathieu Salzmann 76 10 0 14 May 2018
Exploring object-centric and scene-centric CNN features and their complementarity for human rights violations recognition in images Grigorios Kalliatakis Shoaib Ehsan A. Leonardis Klaus McDonald-Maier 65 13 0 12 May 2018
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation Yunchao Wei Huaxin Xiao Humphrey Shi Zequn Jie Jiashi Feng Thomas S. Huang SSeg 105 546 0 11 May 2018
Ensemble Soft-Margin Softmax Loss for Image Classification Xiaobo Wang Shifeng Zhang Zhen Lei Si Liu Xiaojie Guo Stan Z. Li 72 38 0 10 May 2018
Image Ordinal Classification and Understanding: Grid Dropout with Masking Label Chao Zhang Ce Zhu Jimin Xiao Xun Xu Yipeng Liu 33 8 0 08 May 2018
Deep Ordinal Hashing with Spatial Attention Lu Jin Xiangbo Shu Kai Li Zechao Li Guo-Jun Qi Jinhui Tang 78 79 0 07 May 2018
RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of High Resolution Remote Sensing Images Lichao Mou Xiaoxiang Zhu SSeg 180 77 0 05 May 2018
Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia Luis C. Garcéa-Peraza-Herrera M. Everson Wenqi Li I. Luengo L. Berger ... Wen-Lun Wang R. Haidry Danail Stoyanov Tom Vercauteren Sebastien Ourselin 36 9 0 02 May 2018
Towards Interpretable Face Recognition Bangjie Yin Luan Tran Haoxiang Li Xiaohui Shen Xiaoming Liu CVBM 84 83 0 02 May 2018
An Element Sensitive Saliency Model with Position Prior Learning for Web Pages Yujun Gu Jie Chang Ya Zhang Yanfeng Wang 38 6 0 27 Apr 2018
Visual Estimation of Building Condition with Patch-level ConvNets David Koch Miroslav Despotovic Muntaha Sakeena M. Döller Matthias Zeppelzauer 47 20 0 26 Apr 2018
Prospects for Theranostics in Neurosurgical Imaging: Empowering Confocal Laser Endomicroscopy Diagnostics via Deep Learning Mohammadhassan Izadyyazdanabadi E. Belykh M. Mooney J. Eschbacher P. Nakaji Yezhou Yang M. Preul 72 36 0 26 Apr 2018
Weakly-Supervised Learning-Based Feature Localization in Confocal Laser Endomicroscopy Glioma Images Mohammadhassan Izadyyazdanabadi E. Belykh C. Cavallo Xiaochun Zhao S. Gandhi L. Moreira J. Eschbacher P. Nakaji M. Preul Yezhou Yang 92 35 0 25 Apr 2018
Large Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks Jonathan Rubin Deepan Sanghavi Claire Zhao Kathy Lee Ashequl Qadir M. Xu-Wilson MedIm 66 84 0 20 Apr 2018
A Deep Face Identification Network Enhanced by Facial Attributes Prediction Fariborz Taherkhani Nasser M. Nasrabadi J. Dawson CVBM 82 48 0 20 Apr 2018
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events Sanjeel Parekh S. Essid A. Ozerov Ngoc Q. K. Duong P. Pérez G. Richard SSL 92 19 0 19 Apr 2018
Adversarial Complementary Learning for Weakly Supervised Object Localization Xiaolin Zhang Yunchao Wei Jiashi Feng Yi Yang Thomas Huang WSOL 146 575 0 19 Apr 2018
Automated detection of vulnerable plaque in intravascular ultrasound images Tae Joon Jun Soo-Jin Kang June-Goo Lee Jihoon Kweon Wonjun Na Daeyoun Kang Dohyeun Kim Daeyoung Kim Young-Hak Kim 64 29 0 18 Apr 2018
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection Jo Schlemper Ozan Oktay Liang Chen Jacqueline Matthew C. Knight Bernhard Kainz Ben Glocker Daniel Rueckert 89 93 0 15 Apr 2018
Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic Segmentation Carolina Redondo-Cabrera Marcos Baptista-Rios Roberto J. López-Sastre 66 34 0 13 Apr 2018
Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data Qiuqiang Kong Yong-mei Xu I. Sobieraj Wenwu Wang Mark D. Plumbley 78 115 0 12 Apr 2018
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew Owens Alexei A. Efros SSL 159 754 0 10 Apr 2018