Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning Wencan Zhang Mariella Dimiccoli Brian Y. Lim FAtt 72 18 0 10 Dec 2020
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Xueyi Li Tianfei Zhou Jianwu Li Yi Zhou Zhaoxiang Zhang 90 125 0 09 Dec 2020
SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data Shaoli Huang Xinchao Wang Dacheng Tao 58 118 0 09 Dec 2020
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey Xiaoqin Zhang Yan Hu Zunjie Xiao Jiansheng Fang Risa Higashita Jiang-Dong Liu 141 41 0 09 Dec 2020
2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network Haoyu Wei Florian Schiffers Tobias Würfl Daming Shen Daniel Kim Aggelos K. Katsaggelos O. Cossairt 65 19 0 08 Dec 2020
A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation Xinyu Zhang Yirui Wang Chi-Tung Cheng Le Lu Adam P. Harrison Jing Xiao Chien-Hung Liao S. Miao MedIm 48 5 0 07 Dec 2020
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification Rui Yang Wenrui Dai Chenglin Li Junni Zou H. Xiong 120 21 0 07 Dec 2020
VideoMix: Rethinking Data Augmentation for Video Classification Sangdoo Yun Seong Joon Oh Byeongho Heo Dongyoon Han Jinhyung Kim 454 76 0 07 Dec 2020
Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations Woo-Jeoung Nam Jaesik Choi Seong-Whan Lee FAtt AAML 42 14 0 07 Dec 2020
Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models Dong Wang Yuewei Yang Chenyang Tao Zhe Gan Liqun Chen Fanjie Kong Ricardo Henao Lawrence Carin 69 0 0 06 Dec 2020
Visual Aware Hierarchy Based Food Recognition Runyu Mao Jiangpeng He Zeman Shao S. Yarlagadda Fengqing Zhu 66 52 0 06 Dec 2020
Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition Jin Ye Junjun He Xiaojiang Peng Wenhao Wu Yu Qiao 76 190 0 05 Dec 2020
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation Dongfang Liu Yiming Cui Liqi Yan Christos Mousas B. Yang Yingjie Chen 200 126 0 04 Dec 2020
Deep Learning for Medical Anomaly Detection -- A Survey Tharindu Fernando Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes OOD 87 282 0 04 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 110 36 0 04 Dec 2020
Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization Shir Gur Ameen Ali Lior Wolf FAtt 76 37 0 03 Dec 2020
MakeupBag: Disentangling Makeup Extraction and Application Dokhyam Hoshen 58 1 0 03 Dec 2020
Neural Prototype Trees for Interpretable Fine-grained Image Recognition Meike Nauta Ron van Bree C. Seifert 213 271 0 03 Dec 2020
Learning Two-Stream CNN for Multi-Modal Age-related Macular Degeneration Categorization Weisen Wang Xirong Li Zhiyan Xu Weihong Yu Jianchun Zhao Dayong Ding You-xin Chen 74 44 0 03 Dec 2020
Understanding Failures of Deep Networks via Robust Feature Extraction Sahil Singla Besmira Nushi S. Shah Ece Kamar Eric Horvitz FAtt 98 84 0 03 Dec 2020
Differential Morphed Face Detection Using Deep Siamese Networks Sobhan Soleymani Baaria Chaudhary Ali Dabouei J. Dawson Nasser M. Nasrabadi CVBM 69 26 0 02 Dec 2020
Visually Imperceptible Adversarial Patch Attacks on Digital Images Yaguan Qian Jiamin Wang Bin Wang Xiang Ling Zhaoquan Gu Chunming Wu Wassim Swaileh AAML 66 2 0 02 Dec 2020
Rethinking Positive Aggregation and Propagation of Gradients in Gradient-based Saliency Methods Ashkan Khakzar Soroosh Baselizadeh Nassir Navab FAtt 36 8 0 01 Dec 2020
Crowd-Sourced Road Quality Mapping in the Developing World Benjamin Choi John Kamalu 25 0 0 01 Dec 2020
Dynamic Image for 3D MRI Image Alzheimer's Disease Classification Xin Xing G. Liang Hunter Blanton M. U. Rafique Chris Wang Ai-Ling Lin Nathan Jacobs MedIm 55 41 0 30 Nov 2020
Why model why? Assessing the strengths and limitations of LIME Jurgen Dieber S. Kirrane FAtt 96 104 0 30 Nov 2020
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout Zhengsu Chen J. Niu Xuefeng Liu Shaojie Tang 42 2 0 30 Nov 2020
Annotation-Efficient Untrimmed Video Action Recognition Yixiong Zou Shanghang Zhang Guangyao Chen Yonghong Tian Kurt Keutzer J. M. F. Moura 58 5 0 30 Nov 2020
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems Adriano Lucieri Muhammad Naseer Bajwa Andreas Dengel Sheraz Ahmed 136 10 0 26 Nov 2020
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization T. Han S. Nebelung F. Pedersoli Markus Zimmermann M. Schulze-Hagen ... Christoph Haarburger Fabian Kiessling Christiane Kuhl Volkmar Schulz Daniel Truhn MedIm 30 36 0 25 Nov 2020
Probing Model Signal-Awareness via Prediction-Preserving Input Minimization Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Laredo Alessandro Morari AAML 71 34 0 25 Nov 2020
Quantifying Explainers of Graph Neural Networks in Computational Pathology Guillaume Jaume Pushpak Pati Behzad Bozorgtabar Antonio Foncubierta-Rodríguez Florinda Feroce A. Anniciello T. Rau Jean-Philippe Thiran M. Gabrani O. Goksel FAtt 102 78 0 25 Nov 2020
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays Yan Han Chongyan Chen Liyan Tang Mingquan Lin Ajay Jaiswal Song Wang Ahmed H. Tewfik George Shih Ying Ding Yifan Peng LM&MA 108 10 0 25 Nov 2020
A3D: Adaptive 3D Networks for Video Action Recognition Sijie Zhu Taojiannan Yang Matías Mendieta Chong Chen 3DH 70 13 0 24 Nov 2020
CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature Jeong-gi Kwak D. Han Hanseok Ko CVBM GAN 68 35 0 24 Nov 2020
Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation David Biertimpel Sindi Shkodrani A. S. Baslamisli N. Baka ISeg 70 1 0 23 Nov 2020
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging Abel Díaz Berenguer Hichem Sahli Boris Joukovsky Maryna Kvasnytsia Ine Dirks ... P. Meunier S. Gryspeerdt K. Smet B. Jansen Jef Vandemeulebroucke 74 9 0 23 Nov 2020
Interpreting Super-Resolution Networks with Local Attribution Maps Jinjin Gu Chao Dong FAtt SupR 80 228 0 22 Nov 2020
Backdoor Attacks on the DNN Interpretation System Shihong Fang A. Choromańska FAtt AAML 66 20 0 21 Nov 2020
Explaining by Removing: A Unified Framework for Model Explanation Ian Covert Scott M. Lundberg Su-In Lee FAtt 151 252 0 21 Nov 2020
Deep learning insights into cosmological structure formation Luisa Lucie-Smith H. Peiris A. Pontzen Brian D. Nord Jeyan Thiyagalingam 67 6 0 20 Nov 2020
Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision Kwanseok Oh Jee Seok Yoon Heung-Il Suk 48 4 0 20 Nov 2020
Deep Learning for Automated Screening of Tuberculosis from Indian Chest X-rays: Analysis and Update Anushikha Singh Brejesh Lall B. K. Panigrahi A. Agrawal Anurag Agrawal B. Thangakunam D. Christopher 14 4 0 19 Nov 2020
Statistical model-based evaluation of neural networks Sandipan Das P. B. Gohain Alireza M. Javid Yonina C. Eldar Saikat Chatterjee 23 0 0 18 Nov 2020
Whose hand is this? Person Identification from Egocentric Hand Gestures Satoshi Tsutsui Yanwei Fu David J. Crandall EgoV 61 8 0 17 Nov 2020
Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks R. Draelos Lawrence Carin FAtt 119 97 0 17 Nov 2020
Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets Hamza Osman Ilhan Gorkem Serbes N. Aydin 57 32 0 17 Nov 2020
Hierarchical Complementary Learning for Weakly Supervised Object Localization Sabrina Narimene Benassou Wuzhen Shi Feng Jiang Abdallah Benzine WSOL 32 2 0 16 Nov 2020
Robust Facial Landmark Detection by Cross-order Cross-semantic Deep Network Jun Wan Zhihui Lai Linlin Shen Jie Zhou C. Gao Gang Xiao Xianxu Hou CVBM 31 22 0 16 Nov 2020
Automatic classification of multiple catheters in neonatal radiographs with deep learning Robert D. E. Henderson Xin Yi S. Adams P. Babyn 24 2 0 14 Nov 2020