Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller 73 101 0 20 Aug 2019
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation H. Emami Majid Moradi Aliabadi Ming Dong R. Chinnam GAN 82 173 0 19 Aug 2019
Weakly-supervised Action Localization with Background Modeling P. Nguyen Deva Ramanan Charless C. Fowlkes SSL WSOL 130 161 0 19 Aug 2019
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization M. R. Siddiquee Zongwei Zhou Nima Tajbakhsh Ruibin Feng Michael B. Gotway Yoshua Bengio Jianming Liang GAN MedIm 88 91 0 16 Aug 2019
Gradient Weighted Superpixels for Interpretability in CNNs Thomas Hartley K. Sidorov C. Willis David Marshall FAtt 24 3 0 16 Aug 2019
Context-Aware Emotion Recognition Networks Jiyoung Lee Seungryong Kim Sunok Kim Jungin Park Kwanghoon Sohn 63 236 0 16 Aug 2019
Recurrent U-net: Deep learning to predict daily summertime ozone in the United States Tai-Long He Dylan B. A. Jones Binxuan Huang Yuyang Liu K. Miyazaki Zhe Jiang E. White H. Worden J. Worden AI4Cl 31 2 0 16 Aug 2019
Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation Jungbeom Lee Eunji Kim Sungmin Lee Jangho Lee Sungroh Yoon 84 41 0 13 Aug 2019
LIP: Local Importance-based Pooling Ziteng Gao Limin Wang Gangshan Wu FAtt 85 96 0 12 Aug 2019
Object-Aware Instance Labeling for Weakly Supervised Object Detection Satoshi Kosugi T. Yamasaki Kiyoharu Aizawa WSOD 72 54 0 10 Aug 2019
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning Bin Zhao Shuxue Ding Hong Wu Guohua Liu Chen Cao Song Jin Zhiyang Liu 69 10 0 10 Aug 2019
Neural Image Compression and Explanation Xiang Li Shihao Ji 35 10 0 09 Aug 2019
Recognizing Part Attributes with Insufficient Data Xiangyu Zhao Yi Yang Feng Zhou Xiao Tan Yuchen Yuan Sid Ying-Ze Bao Ying Nian Wu 51 20 0 09 Aug 2019
Semi Supervised Phrase Localization in a Bidirectional Caption-Image Retrieval Framework Deepan Das Noor Mohammed Ghouse Shashank Verma Yin Li 36 0 0 08 Aug 2019
Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings Pierre Jacob David Picard A. Histace Edouard Klein DML 93 59 0 07 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 200 122 0 07 Aug 2019
Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization Chengwei Zhang Yunlu Xu Zhanzhan Cheng Yi Niu Shiliang Pu Leilei Gan Futai Zou 121 53 0 07 Aug 2019
Deep Learning for Detecting Building Defects Using Convolutional Neural Networks H. Perez J. Tah Amir H. Mosavi 46 199 0 06 Aug 2019
Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation Brian Kenji Iwana Ryohei Kuroki S. Uchida FAtt 72 99 0 06 Aug 2019
REAPS: Towards Better Recognition of Fine-grained Images by Region Attending and Part Sequencing Peng Zhang Xinyu Zhu Zhanzhan Cheng Shuigeng Zhou Yi Niu 109 1 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
Inference of visual field test performance from OCT volumes using deep learning S. Maetschke B. Antony H. Ishikawa Gadi Wollstein J. Schuman R. Garnavi 26 8 0 05 Aug 2019
Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models Daniel Omeiza Skyler Speakman C. Cintas Komminist Weldemariam FAtt 72 220 0 03 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
GANs Ñ Lungs: improving pneumonia prediction Tatiana Malygina Elena Ericheva I. Drokin LM&MA AI4CE 44 7 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
Weakly Supervised Body Part Segmentation with Pose based Part Priors Zhengyuan Yang Yuncheng Li Linjie Yang Ning Zhang Jiebo Luo 58 4 0 30 Jul 2019
Two-Stream CNN with Loose Pair Training for Multi-modal AMD Categorization Weisen Wang Zhiyan Xu Weihong Yu Jianchun Zhao Jingyuan Yang ... Zhi-kun Yang Di Chen Dayong Ding You-xin Chen Xirong Li 50 38 0 28 Jul 2019
Forced Spatial Attention for Driver Foot Activity Classification Akshay Rangesh Mohan M. Trivedi 65 8 0 27 Jul 2019
Unifying Structure Analysis and Surrogate-driven Function Regression for Glaucoma OCT Image Screening Xi Wang Hao Chen Luyang Luo A. Ran Poemen P. Chan Clement C. Tham C. Cheung Pheng-Ann Heng 46 9 0 26 Jul 2019
How to Manipulate CNNs to Make Them Lie: the GradCAM Case T. Viering Ziqi Wang Marco Loog E. Eisemann AAML FAtt 60 28 0 25 Jul 2019
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation Junho Kim Minjae Kim Hyeonwoo Kang Kwanghee Lee ViT 78 562 0 25 Jul 2019
Min-max Entropy for Weakly Supervised Pointwise Localization Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 52 0 0 25 Jul 2019
Dense Feature Aggregation and Pruning for RGBT Tracking Yabin Zhu Chenglong Li Bin Luo Jin Tang Tianlin Li 86 183 0 24 Jul 2019
Gait recognition via deep learning of the center-of-pressure trajectory P. Terrier CVBM 35 34 0 24 Jul 2019
HA-CCN: Hierarchical Attention-based Crowd Counting Network Vishwanath A. Sindagi Vishal M. Patel 107 188 0 24 Jul 2019
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection Keren Ye Ruotong Wang Adriana Kovashka Wei Li Danfeng Qin Jesse Berent 153 60 0 23 Jul 2019
Few-shot Learning for Domain-specific Fine-grained Image Classification Changrui Chen Hongwei Xv Junyu Dong Qiong Li Xin Sun 116 63 0 23 Jul 2019
FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition Hongje Seong Junhyuk Hyun Euntai Kim 65 52 0 17 Jul 2019
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI Erico Tjoa Cuntai Guan XAI 202 1,466 0 17 Jul 2019
Evaluating Explanation Without Ground Truth in Interpretable Machine Learning Fan Yang Mengnan Du Helen Zhou XAI ELM 74 67 0 16 Jul 2019
DeepRace: Finding Data Race Bugs via Deep Learning Ali Tehrani Jamsaz Mohammed Khaleel R. Akbari Ali Jannesari HAI 38 4 0 15 Jul 2019
AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering Dwarikanath Mahapatra 74 15 0 06 Jul 2019
A Case Study of Deep-Learned Activations via Hand-Crafted Audio Features Olga Slizovskaia E. Gómez G. Haro 26 1 0 03 Jul 2019
Region-Manipulated Fusion Networks for Pancreatitis Recognition Jian Wang Xiaoyao Li Xiangbo Shu Wei-qiang Li MedIm 54 2 0 03 Jul 2019
Estimation of Absolute States of Human Skeletal Muscle via Standard B-Mode Ultrasound Imaging and Deep Convolutional Neural Networks Ryan Cunningham Ian David Loram 38 28 0 02 Jul 2019
Where are the Masks: Instance Segmentation with Image-level Supervision I. Laradji David Vazquez Mark Schmidt 109 59 0 02 Jul 2019
Estimating brain age based on a healthy population with deep learning and structural MRI Xinyang Feng Zachary Chase Lipton J. Yang S. Small F. Provenzano 48 6 0 01 Jul 2019
A 1d convolutional network for leaf and time series classification Dongyang Kuang AI4TS 52 11 0 28 Jun 2019
Classification of glomerular hypercellularity using convolutional features and support vector machine Paulo Chagas Luiz Souza I. Araújo N. Aldeman A. Duarte M. Angelo Washington L. C. dos-Santos Luciano Oliveira 37 60 0 28 Jun 2019