Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Learning Semantic Correspondence Exploiting an Object-level Prior Junghyup Lee Dohyung Kim Wonkyung Lee Jean Ponce Bumsub Ham 3DPC 63 12 0 29 Nov 2019
Artificial Intelligence in Glioma Imaging: Challenges and Advances Weina Jin M. Fatehi Kumar Abhishek Mayur Mallya B. Toyota Ghassan Hamarneh 91 42 0 28 Nov 2019
Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image Kang Zhou Shenghua Gao Jun Cheng Zaiwang Gu Huazhu Fu Zhi Tu Jianlong Yang Yitian Zhao Jiang-Dong Liu GAN MedIm 223 67 0 28 Nov 2019
Towards Precise End-to-end Weakly Supervised Object Detection Network Ke Yang Dongsheng Li Y. Dou WSOD 78 130 0 27 Nov 2019
Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey Vanessa Buhrmester David Münch Michael Arens MLAU FaML XAI AAML 135 369 0 27 Nov 2019
Single Sample Feature Importance: An Interpretable Algorithm for Low-Level Feature Analysis Joseph Gatto Ravi Lanka Y. Iwashita A. Stoica FAtt 23 3 0 27 Nov 2019
WSOD with PSNet and Box Regression Sheng Yi Xi Li Huimin Ma WSOD 34 2 0 26 Nov 2019
Improving Feature Attribution through Input-specific Network Pruning Ashkan Khakzar Soroosh Baselizadeh Saurabh Khanduja Christian Rupprecht S. T. Kim Nassir Navab FAtt 78 11 0 25 Nov 2019
Regularized Fine-grained Meta Face Anti-spoofing Rui Shao X. Lan Pong C. Yuen CVBM 75 170 0 25 Nov 2019
Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator Zhenyue Qin Dongwoo Kim Tom Gedeon SSL 97 50 0 25 Nov 2019
Image Cropping with Composition and Saliency Aware Aesthetic Score Map Y. Tu Li Niu Weijie Zhao Dawei Cheng Liqing Zhang 71 44 0 24 Nov 2019
ID-aware Quality for Set-based Person Re-identification Xinshao Wang Elyor Kodirov Yang Hua N. Robertson 49 5 0 20 Nov 2019
Towards a Unified Evaluation of Explanation Methods without Ground Truth Hao Zhang Jiayi Chen Haotian Xue Quanshi Zhang XAI 76 8 0 20 Nov 2019
Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications Arda Senocak Tae-Hyun Oh Junsik Kim Ming-Hsuan Yang In So Kweon SSL 86 55 0 20 Nov 2019
Attention Guided Anomaly Localization in Images Shashanka Venkataramanan Kuan-Chuan Peng Rajat Vikram Singh Abhijit Mahalanobis 98 22 0 19 Nov 2019
Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural Networks Erico Tjoa Heng Guo Yuhao Lu Cuntai Guan FAtt 37 5 0 19 Nov 2019
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach Bingfeng Zhang Jimin Xiao Yunchao Wei Mingjie Sun Kaizhu Huang 113 200 0 19 Nov 2019
Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development Fahad Alhasoun Marta C. González HAI 50 13 0 18 Nov 2019
Towards Visually Explaining Variational Autoencoders Wenqian Liu Runze Li Meng Zheng Srikrishna Karanam Ziyan Wu B. Bhanu Richard J. Radke Mario Sznaier 189 219 0 18 Nov 2019
Visual Similarity Attention Meng Zheng Srikrishna Karanam Terrence Chen Richard J. Radke Ziyan Wu 52 4 0 18 Nov 2019
ELoPE: Fine-Grained Visual Classification with Efficient Localization, Pooling and Embedding Harald Hanselmann Hermann Ney 67 27 0 17 Nov 2019
Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation Ziyi Kou Guofeng Cui Shaojie Wang Wentian Zhao Chenliang Xu WSOL 146 1 0 17 Nov 2019
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization Okan Kopuklu Xiangyu Wei Gerhard Rigoll 115 144 0 15 Nov 2019
CHEETAH: An Ultra-Fast, Approximation-Free, and Privacy-Preserved Neural Network Framework based on Joint Obscure Linear and Nonlinear Computations Qiao Zhang Cong Wang Chunsheng Xin Hongyi Wu 27 4 0 12 Nov 2019
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis Tianfu Li Zhibin Zhao Chuang Sun Li Cheng Xuefeng Chen Ruqaing Yan Ruize Gao 72 336 0 12 Nov 2019
Interpretable Self-Attention Temporal Reasoning for Driving Behavior Understanding Yi-Chieh Liu Yung-An Hsieh Min-Hung Chen Chao-Han Huck Yang Jesper N. Tegnér Y. Tsai 89 19 0 06 Nov 2019
Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation Wataru Shimoda Keiji Yanai 121 137 0 04 Nov 2019
Visual Relationship Detection with Relative Location Mining Hao Zhou Chongyang Zhang Chuanping Hu ObjD 136 16 0 02 Nov 2019
Explanation by Progressive Exaggeration Sumedha Singla Brian Pollack Junxiang Chen Kayhan Batmanghelich FAtt MedIm 138 103 0 01 Nov 2019
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding Mathew Monfort Bowen Pan K. Ramakrishnan A. Andonian Barry A. McNamara A. Lascelles Quanfu Fan Dan Gutfreund Rogerio Feris A. Oliva VLM 119 68 0 01 Nov 2019
Predicting the Politics of an Image Using Webly Supervised Data Christopher Thomas Adriana Kovashka SSL 90 21 0 31 Oct 2019
Style Mixer: Semantic-aware Multi-Style Transfer Network Zixuan Huang Jinghuai Zhang Jing Liao 127 19 0 29 Oct 2019
ACE: Adaptive Confusion Energy for Natural World Data Distribution Yen-Chi Hsu Cheng-Yao Hong Ding-Jie Chen Ming-Sui Lee D. Geiger Tyng-Luh Liu 41 4 0 28 Oct 2019
Occlusions for Effective Data Augmentation in Image Classification Ruth C. Fong Andrea Vedaldi 77 20 0 23 Oct 2019
Expression Analysis Based on Face Regions in Read-world Conditions Zheng Lian Ya Li J. Tao Jian Huang Mingyue Niu CVBM 47 58 0 23 Oct 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 327 6,391 0 22 Oct 2019
Towards Best Practice in Explaining Neural Network Decisions with LRP M. Kohlbrenner Alexander Bauer Shinichi Nakajima Alexander Binder Wojciech Samek Sebastian Lapuschkin 106 150 0 22 Oct 2019
A game method for improving the interpretability of convolution neural network Jinwei Zhao Qizhou Wang Fuqiang Zhang Wanli Qiu Yufei Wang Yu Liu Guo Xie Weigang Ma Bin Wang Xinhong Hei AI4CE 58 0 0 21 Oct 2019
Contextual Prediction Difference Analysis for Explaining Individual Image Classifications Jindong Gu Volker Tresp FAtt 51 8 0 21 Oct 2019
Semantics for Global and Local Interpretation of Deep Neural Networks Jindong Gu Volker Tresp AI4CE 76 14 0 21 Oct 2019
Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis Jiancheng Yang Rongyao Fang Bingbing Ni Yamin Li Yi Tian Xu Linguo Li MedIm 30 18 0 20 Oct 2019
SpatialFlow: Bridging All Tasks for Panoptic Segmentation Qiang Chen Anda Cheng Xiangyu He Peisong Wang Jian Cheng 139 30 0 19 Oct 2019
Understanding Deep Networks via Extremal Perturbations and Smooth Masks Ruth C. Fong Mandela Patrick Andrea Vedaldi AAML 130 422 0 18 Oct 2019
LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications Zirui Xu Fuxun Yu Xiang Chen AAML 59 27 0 17 Oct 2019
Cross Attention Network for Few-shot Classification Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 280 647 0 17 Oct 2019
Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images C. González-Gonzalo B. Liefers Bram van Ginneken C. I. Sánchez MedIm 87 30 0 16 Oct 2019
Being the center of attention: A Person-Context CNN framework for Personality Recognition Dario Dotti Mirela C. Popa S. Asteriadis 71 3 0 15 Oct 2019
Building Information Modeling and Classification by Visual Learning At A City Scale Qian Yu Chaofeng Wang Barbaros Cetiner Stella X. Yu Frank Mckenna E. Taciroğlu K. Law AI4CE 77 22 0 14 Oct 2019
Improve Model Generalization and Robustness to Dataset Bias with Bias-regularized Learning and Domain-guided Augmentation Yundong Zhang Hang Wu Huiye Liu L. Tong May D. Wang OOD 32 10 0 12 Oct 2019
Combinational Class Activation Maps for Weakly Supervised Object Localization Seunghan Yang Yoonhyung Kim Youngeun Kim Changick Kim WSOL 128 78 0 12 Oct 2019