Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

50 / 3,312 papers shown

Title
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images Jo Schlemper Ozan Oktay M. Schaap M. Heinrich Bernhard Kainz Ben Glocker Daniel Rueckert MedIm 145 1,488 0 22 Aug 2018
Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images S. Sedai Dwarikanath Mahapatra Z. Ge R. Chakravorty R. Garnavi SSL 70 40 0 22 Aug 2018
Concept Mask: Large-Scale Segmentation from Semantic Concepts Yufei Wang Zhe Lin Xiaohui Shen Jianming Zhang Scott D. Cohen VLM 33 2 0 18 Aug 2018
Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization Yan Shen Mingchen Gao MedIm 77 53 0 17 Aug 2018
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model Chao-Han Huck Yang Fangyu Liu Jia-Hong Huang Meng Tian Hiromasa Morikawa I-Hung Lin Yi-Chieh Liu Hao-Hsiang Yang Jesper N. Tegnér 81 18 0 16 Aug 2018
Building medical image classifiers with very limited data using segmentation networks Ken C. L. Wong Tanveer Syeda-Mahmood Mehdi Moradi 73 66 0 15 Aug 2018
Weakly- and Semi-Supervised Panoptic Segmentation Qizhu Li Anurag Arnab Philip Torr 117 165 0 10 Aug 2018
Classifier-Guided Visual Correction of Noisy Labels for Image Classification Tasks Alex Bauerle Heiko Neumann Timo Ropinski VLM NoLa 47 4 0 09 Aug 2018
Parkinson's Disease Assessment from a Wrist-Worn Wearable Sensor in Free-Living Conditions: Deep Ensemble Learning and Visualization T. T. Um Franz MJ Pfister Daniel C. Pichler Satoshi Endo Muriel Lang Sandra Hirche U. Fietzek Dana Kulić 43 17 0 08 Aug 2018
Question-Guided Hybrid Convolution for Visual Question Answering Peng Gao Pan Lu Hongsheng Li Shuang Li Yikang Li Guosheng Lin Xiaogang Wang 160 69 0 08 Aug 2018
Efficient Fusion of Sparse and Complementary Convolutions Chun-Fu Chen Quanfu Fan Marco Pistoia G. Lee 36 0 0 07 Aug 2018
Weakly Supervised Bilinear Attention Network for Fine-Grained Visual Classification Tao Hu Jizheng Xu Cong Huang H. Qi Qingming Huang Yan Lu 44 5 0 06 Aug 2018
Structured Adversarial Attack: Towards General Implementation and Better Interpretability Kaidi Xu Sijia Liu Pu Zhao Pin-Yu Chen Huan Zhang Quanfu Fan Deniz Erdogmus Yanzhi Wang Xinyu Lin AAML 135 162 0 05 Aug 2018
Ask, Acquire, and Attack: Data-free UAP Generation using Class Impressions Konda Reddy Mopuri P. Uppala R. Venkatesh Babu AAML 86 85 0 03 Aug 2018
Weakly Supervised Localisation for Fetal Ultrasound Images N. Toussaint Bishesh Khanal Matthew Sinclair A. Gómez E. Skelton Jacqueline Matthew Julia A. Schnabel 47 16 0 02 Aug 2018
Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition Swathikiran Sudhakaran Oswald Lanz EgoV 74 82 0 31 Jul 2018
Regional Multi-scale Approach for Visually Pleasing Explanations of Deep Neural Networks Dasom Seo Kanghan Oh Il-Seok Oh FAtt 50 24 0 31 Jul 2018
Actor-Centric Relation Network Chen Sun Abhinav Shrivastava Carl Vondrick Kevin Patrick Murphy Rahul Sukthankar Cordelia Schmid 144 221 0 28 Jul 2018
Unified Perceptual Parsing for Scene Understanding Tete Xiao Yingcheng Liu Bolei Zhou Yuning Jiang Jian Sun OCL VOS 221 1,910 0 26 Jul 2018
Self-produced Guidance for Weakly-supervised Object Localization Xiaolin Zhang Yunchao Wei Guoliang Kang Yi Yang Thomas Huang WSOL 130 253 0 24 Jul 2018
From Volcano to Toyshop: Adaptive Discriminative Region Discovery for Scene Recognition Zhengyu Zhao Martha Larson 99 29 0 23 Jul 2018
Explainable Neural Computation via Stack Neural Module Networks Ronghang Hu Jacob Andreas Trevor Darrell Kate Saenko LRM OCL 115 199 0 23 Jul 2018
AutoLoc: Weakly-supervised Temporal Action Localization Zheng Shou Hang Gao Lei Zhang K. Miyazawa Shih-Fu Chang 141 261 0 22 Jul 2018
Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI Gabriel Maicas G. Snaauw A. Bradley Ian Reid G. Carneiro MedIm 72 15 0 20 Jul 2018
Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs Yuxing Tang Xiaosong Wang Adam P. Harrison Le Lu Jing Xiao Ronald M. Summers 98 154 0 19 Jul 2018
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem Z. Ge Dwarikanath Mahapatra S. Sedai R. Garnavi R. Chakravorty 86 50 0 19 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 242 16,797 0 17 Jul 2018
TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection Yunchao Wei Zhiqiang Shen Bowen Cheng Humphrey Shi Jinjun Xiong Jiashi Feng Thomas Huang WSOD 64 153 0 13 Jul 2018
A feature agnostic approach for glaucoma detection in OCT volumes S. Maetschke B. Antony H. Ishikawa Gadi Wollstein Joel S. Schuman Rahil Garvani 75 168 0 12 Jul 2018
Visual Attention driven by Convolutional Features Dario Zanca Marco Gori FAtt 23 1 0 12 Jul 2018
Automated Vulnerability Detection in Source Code Using Deep Representation Learning Rebecca L. Russell Louis Y. Kim Lei H. Hamilton Tomo Lazovich Jacob A. Harer Onur Ozdemir Paul M. Ellingwood M. McConley 92 538 0 11 Jul 2018
Presentation Attack Detection for Cadaver Iris Mateusz Trokielewicz A. Czajka P. Maciejewicz CVBM 52 24 0 11 Jul 2018
Perception of Image Features in Post-Mortem Iris Recognition: Humans vs Machines Mateusz Trokielewicz A. Czajka P. Maciejewicz CVBM 130 2 0 11 Jul 2018
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning Álvaro Peris F. Casacuberta KELM HAI 107 21 0 09 Jul 2018
Vehicle Image Generation Going Well with The Surroundings Jeesoo Kim Jangho Kim Jaeyoung Yoo Daesik Kim Nojun Kwak 30 0 0 09 Jul 2018
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images S. Deitsch Vincent Christlein S. Berger C. Buerhop‐Lutz Andreas Maier F. Gallwitz Christian Riess 78 366 0 08 Jul 2018
Tournament Based Ranking CNN for the Cataract grading Dohyeun Kim Tae Joon Jun Daeyoung Kim Y. Eom OOD 37 17 0 07 Jul 2018
EnTrans:Leveraging Kinetic Energy Harvesting Signal for Transportation Mode Detection Guohao Lan Weitao Xu Dong Ma Sara Khalifa Mahbub Hassan Wen Hu 56 17 0 06 Jul 2018
Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 33 3 0 06 Jul 2018
Fuzzy Logic Interpretation of Quadratic Networks Fenglei Fan Ge Wang 73 7 0 04 Jul 2018
Confidential Inference via Ternary Model Partitioning Zhongshu Gu Heqing Huang Jialong Zhang D. Su Hani Jamjoom Ankita Lamba Dimitrios E. Pendarakis Ian Molloy 103 53 0 03 Jul 2018
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays Jinzheng Cai Le Lu Adam P. Harrison Xiaoshuang Shi Pingjun Chen Ling Yang 83 54 0 03 Jul 2018
Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition Tianshui Chen Liang Lin Riquan Chen Yang Wu Xiaonan Luo 105 83 0 02 Jul 2018
Confounding variables can degrade generalization performance of radiological deep learning models J. Zech Marcus A. Badgeley Manway Liu A. Costa J. Titano Eric K. Oermann OOD 98 1,186 0 02 Jul 2018
Mammography Assessment using Multi-Scale Deep Classifiers Ulzee An K. Shameer L. Subramanian 18 1 0 30 Jun 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 357 1,192 0 27 Jun 2018
Deep Feature Factorization For Concept Discovery Edo Collins R. Achanta Sabine Süsstrunk 88 92 0 26 Jun 2018
Open the Black Box Data-Driven Explanation of Black Box Decision Systems D. Pedreschi F. Giannotti Riccardo Guidotti A. Monreale Luca Pappalardo Salvatore Ruggieri Franco Turini 122 38 0 26 Jun 2018
An accurate retrieval through R-MAC+ descriptors for landmark recognition Federico Magliani Andrea Prati 67 17 0 22 Jun 2018
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 271 1,181 0 19 Jun 2018