Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Distilling Knowledge from Refinement in Multiple Instance Detection Networks Luis Felipe de Araujo Zeni C. R. Jung WSOD 31 21 0 23 Apr 2020
Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution Gary S. W. Goh Sebastian Lapuschkin Leander Weber Wojciech Samek Alexander Binder FAtt 75 35 0 22 Apr 2020
Yoga-82: A New Dataset for Fine-grained Classification of Human Poses Manisha Verma Sudhakar Kumawat Yuta Nakashima Shanmuganathan Raman 53 86 0 22 Apr 2020
Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks Chaojie Ji Ruxin Wang Hongyan Wu 76 7 0 21 Apr 2020
Explainable Goal-Driven Agents and Robots -- A Comprehensive Review F. Sado C. K. Loo W. S. Liew Matthias Kerzel S. Wermter 102 52 0 21 Apr 2020
SCOUT: Self-aware Discriminant Counterfactual Explanations Pei Wang Nuno Vasconcelos FAtt 63 83 0 16 Apr 2020
Top-Down Networks: A coarse-to-fine reimagination of CNNs Ioannis Lelekas Nergis Tomen S. Pintea Jan van Gemert 29 6 0 16 Apr 2020
Spatially Attentive Output Layer for Image Classification Ildoo Kim Woonhyuk Baek Sungwoong Kim 35 25 0 16 Apr 2020
Explaining Regression Based Neural Network Model Mégane Millan Catherine Achard FAtt 35 3 0 15 Apr 2020
Distilling Localization for Self-Supervised Representation Learning Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 170 56 0 14 Apr 2020
SpeedNet: Learning the Speediness in Videos Sagie Benaim Ariel Ephrat Oran Lang Inbar Mosseri William T. Freeman Michael Rubinstein Michal Irani Tali Dekel 92 261 0 13 Apr 2020
Regularizing Meta-Learning via Gradient Dropout Hung-Yu Tseng Yi-Wen Chen Yi-Hsuan Tsai Sifei Liu Yen-Yu Lin Ming-Hsuan Yang 71 34 0 13 Apr 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 67 197 0 12 Apr 2020
When Weak Becomes Strong: Robust Quantification of White Matter Hyperintensities in Brain MRI scans O. Werner K. V. Wijnen W. Niessen M. Groot Meike W. Vernooij Florian Dubost Marleen de Bruijne 18 0 0 12 Apr 2020
Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification S. Vijayarangan Balamurali Murugesan Vignesh Ravichandran P. PreejithS. J. Joseph M. Sivaprakasam FAtt 46 34 0 11 Apr 2020
Models Genesis Zongwei Zhou V. Sodha Jiaxuan Pang Michael B. Gotway Jianming Liang MedIm 75 34 0 09 Apr 2020
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 103 632 0 09 Apr 2020
LIAAD: Lightweight Attentive Angular Distillation for Large-scale Age-Invariant Face Recognition Thanh-Dat Truong C. Duong Kha Gia Quach Ngan Le Tien D. Bui Khoa Luu CVBM 31 9 0 09 Apr 2020
Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels Xun Xu Gim Hee Lee 3DPC 85 93 0 08 Apr 2020
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning Lucas May Petry Amílcar Soares Júnior V. Bogorny Bruno Brandoli Stan Matwin 84 27 0 07 Apr 2020
Manifold-driven Attention Maps for Weakly Supervised Segmentation V. SukeshAdiga Jose Dolz H. Lombaert 39 4 0 07 Apr 2020
When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos Yu Yao Xizi Wang Mingze Xu Zelin Pu E. Atkins David J. Crandall 93 44 0 06 Apr 2020
There and Back Again: Revisiting Backpropagation Saliency Methods Sylvestre-Alvise Rebuffi Ruth C. Fong Xu Ji Andrea Vedaldi FAtt XAI 68 113 0 06 Apr 2020
Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition Hao Li Xiaopeng Zhang H. Xiong Qi Tian 73 41 0 06 Apr 2020
Feature Quantization Improves GAN Training Yang Zhao Chunyuan Li Ping Yu Jianfeng Gao Changyou Chen MQ 87 47 0 05 Apr 2020
Neural Architecture Search for Lightweight Non-Local Networks Yingwei Li Xiaojie Jin Jieru Mei Xiaochen Lian Linjie Yang Cihang Xie Qihang Yu Yuyin Zhou S. Bai Alan Yuille 73 52 0 04 Apr 2020
Group Based Deep Shared Feature Learning for Fine-grained Image Classification Xuelu Li V. Monga 52 11 0 04 Apr 2020
Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology Srinath Jayachandran Ashlin Ghosh MedIm 32 8 0 03 Apr 2020
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis David Major Dimitrios Lenis M. Wimmer Gert Sluiter Astrid Berg Katja Bühler FAtt 105 12 0 03 Apr 2020
FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret Vishnu Suresh Lokhande A. K. Akash Sathya Ravi Vikas Singh FaML 52 31 0 03 Apr 2020
Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning Jinhwan Seo Hong G Jung Seong-Whan Lee SSL 72 39 0 01 Apr 2020
Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models Liam Hiley Alun D. Preece Y. Hicks Supriyo Chakraborty Prudhvi K. Gurram Richard J. Tomsett FAtt 90 15 0 31 Mar 2020
Recognizing Characters in Art History Using Deep Learning Prathmesh Madhu Ronak Kosti Lara Mührenberg Peter Bell Andreas Maier Vincent Christlein 82 27 0 31 Mar 2020
Long Short-Term Relation Networks for Video Action Detection Dong Li Ting Yao Zhaofan Qiu Houqiang Li Tao Mei 60 22 0 31 Mar 2020
MUXConv: Information Multiplexing in Convolutional Neural Networks Zhichao Lu Kalyanmoy Deb Vishnu Boddeti 50 46 0 31 Mar 2020
Architecture Disentanglement for Deep Neural Networks Jie Hu Liujuan Cao QiXiang Ye Tong Tong Shengchuan Zhang Ke Li Feiyue Huang Rongrong Ji Ling Shao AAML 90 18 0 30 Mar 2020
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds Jiacheng Wei Guosheng Lin Kim-Hui Yap Tzu-Yi Hung Lihua Xie 3DPC 77 136 0 29 Mar 2020
Weakly-Supervised Action Localization by Generative Attention Modeling Baifeng Shi Qi Dai Yadong Mu Jingdong Wang WSOL 93 150 0 27 Mar 2020
Neural encoding and interpretation for high-level visual cortices based on fMRI using image caption features Kai Qiao Chi Zhang Jian Chen Linyuan Wang Li Tong Bin Yan 23 3 0 26 Mar 2020
Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection Zhonghua Wu Qingyi Tao Guosheng Lin Jianfei Cai ObjD 70 14 0 22 Mar 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 223 289 0 20 Mar 2020
Semi-Supervised Semantic Segmentation with Cross-Consistency Training Yassine Ouali C´eline Hudelot Myriam Tami 165 736 0 19 Mar 2020
Weakly Supervised PET Tumor Detection Using Class Response Amine Amyar R. Modzelewski P. Vera V. Morard S. Ruan MedIm 54 5 0 18 Mar 2020
Learning to Structure an Image with Few Colors Yunzhong Hou Liang Zheng Stephen Gould MQ 97 20 0 17 Mar 2020
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications Wojciech Samek G. Montavon Sebastian Lapuschkin Christopher J. Anders K. Müller XAI 145 83 0 17 Mar 2020
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling Yahui Liu Marco De Nadai Jian Yao N. Sebe Bruno Lepri Xavier Alameda-Pineda 93 26 0 15 Mar 2020
Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection Guansong Pang Cheng Yan Chunhua Shen Anton Van Den Hengel Xiao Bai 82 210 0 15 Mar 2020
Measuring and improving the quality of visual explanations Agnieszka Grabska-Barwiñska XAI FAtt 148 3 0 14 Mar 2020
Explainable Deep Classification Models for Domain Generalization Andrea Zunino Sarah Adel Bargal Riccardo Volpi M. Sameki Jianming Zhang Stan Sclaroff Vittorio Murino Kate Saenko FAtt 70 40 0 13 Mar 2020
Neural Generators of Sparse Local Linear Models for Achieving both Accuracy and Interpretability Yuya Yoshikawa Tomoharu Iwata 35 7 0 13 Mar 2020