Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Weakly Supervised Domain Adaptation for Built-up Region Segmentation in Aerial and Satellite Imagery Javed Iqbal Mohsen Ali 93 50 0 05 Jul 2020
Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields Ricardo Bigolin Lanfredi Joyce D. Schroeder C. Vachet Tolga Tasdizen MedIm 57 6 0 04 Jul 2020
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation Guolei Sun Wenguan Wang Jifeng Dai Luc Van Gool 286 314 0 03 Jul 2020
Learning Expectation of Label Distribution for Facial Age and Attractiveness Estimation Bin-Bin Gao Xin-Xin Liu Hong-Yu Zhou Jianxin Wu Xin Geng CVBM 108 17 0 03 Jul 2020
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition Bin-Bin Gao Hong-Yu Zhou 71 115 0 03 Jul 2020
Weakly Supervised Temporal Action Localization with Segment-Level Labels Xinpeng Ding Nannan Wang Xinbo Gao Jie Li Xiaoyu Wang Tongliang Liu 60 12 0 03 Jul 2020
Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images Haomin Chen Yirui Wang K. Zheng Weijian Li Chi-Tung Cheng ... Jing Xiao Gregory Hager Le Lu Chien-Hung Liao S. Miao MedIm 54 33 0 03 Jul 2020
Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images Ostap Viniavskyi Mariia Dobko Oles Dobosevych 64 26 0 01 Jul 2020
Evaluation of Contemporary Convolutional Neural Network Architectures for Detecting COVID-19 from Chest Radiographs N. Albert 38 3 0 30 Jun 2020
Explainable 3D Convolutional Neural Networks by Learning Temporal Transformations Gabrielle Ras L. Ambrogioni Pim Haselager Marcel van Gerven Umut Gucclu 3DPC 21 3 0 29 Jun 2020
Interpreting and Disentangling Feature Components of Various Complexity from DNNs Jie Ren Mingjie Li Zexu Liu Quanshi Zhang CoGe 77 18 0 29 Jun 2020
A Survey on Instance Segmentation: State of the art A. M. Hafiz G. M. Bhat SSeg ISeg 97 442 0 28 Jun 2020
Video Representation Learning with Visual Tempo Consistency Ceyuan Yang Yinghao Xu Bo Dai Bolei Zhou 68 92 0 28 Jun 2020
Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors Ruihan Zhang Prashan Madumal Tim Miller Krista A. Ehinger Benjamin I. P. Rubinstein FAtt 105 106 0 27 Jun 2020
Attention-Guided Generative Adversarial Network to Address Atypical Anatomy in Modality Transfer H. Emami Ming Dong C. Glide-Hurst MedIm GAN 77 5 0 27 Jun 2020
Cross-Supervised Object Detection Z. Chen Zhiqiang Shen Jiahui Yu Erik Learned-Miller ObjD 53 6 0 26 Jun 2020
On Equivariant and Invariant Learning of Object Landmark Representations Zezhou Cheng Jong-Chyi Su Subhransu Maji SSL 63 7 0 26 Jun 2020
Proper Network Interpretability Helps Adversarial Robustness in Classification Akhilan Boopathy Sijia Liu Gaoyuan Zhang Cynthia Liu Pin-Yu Chen Shiyu Chang Luca Daniel AAML FAtt 135 66 0 26 Jun 2020
Backdoor Attacks Against Deep Learning Systems in the Physical World Emily Wenger Josephine Passananti A. Bhagoji Yuanshun Yao Haitao Zheng Ben Y. Zhao AAML 126 207 0 25 Jun 2020
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors Wenbin Gao Lei Zhang Qi Teng Jun He Hao Wu HAI 90 138 0 25 Jun 2020
SS-CAM: Smoothed Score-CAM for Sharper Visual Feature Localization Haofan Wang Rakshit Naidu J. Michael Soumya Snigdha Kundu FAtt 126 81 0 25 Jun 2020
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring Yao Rong Zeynep Akata Enkelejda Kasneci 49 31 0 20 Jun 2020
Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AI A. Tavanaei XAI 99 31 0 19 Jun 2020
Deep Learning feature selection to unhide demographic recommender systems factors Jesús Bobadilla Ángel González-Prieto Fernando Ortega R. Lara-Cabrera 53 21 0 17 Jun 2020
Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation and Augmentation D. Lu N. Polomac Iskra Gacheva E. Hattingen Jochen Triesch 42 19 0 17 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms Adam Sutton N. Cristianini 59 8 0 17 Jun 2020
Staging Epileptogenesis with Deep Neural Networks D. Lu S. Bauer V. Neubert L. Costard F. Rosenow Jochen Triesch 42 6 0 17 Jun 2020
A Real-time Action Representation with Temporal Encoding and Deep Compression Kun Liu Wu Liu Huadong Ma Mingkui Tan Chuang Gan 57 35 0 17 Jun 2020
Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition Zhaoqiang Xia Wei Peng Huai-Qian Khor Xiaoyi Feng Guoying Zhao 93 113 0 17 Jun 2020
Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks Federico Baldassarre Kevin Smith Josephine Sullivan Hossein Azizpour 95 25 0 16 Jun 2020
Visual Chirality Zhiqiu Lin Jin Sun Abe Davis Noah Snavely 43 30 0 16 Jun 2020
A generalizable saliency map-based interpretation of model outcome Shailja Thakur S. Fischmeister AAML FAtt MILM 37 2 0 16 Jun 2020
Interpretable multimodal fusion networks reveal mechanisms of brain cognition Wenxing Hu Xianghe Meng Yuntong Bai Aiying Zhang Biao Cai Gemeng Zhang T. Wilson Julia M. Stephen Vince D. Calhoun Yu-Ping Wang 36 39 0 16 Jun 2020
Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey Arun Das P. Rad XAI 188 608 0 16 Jun 2020
Feature Space Saturation during Training Mats L. Richter Justin Shenk Wolf Byttner Anders Arpteg Mikael Huss FAtt 62 6 0 15 Jun 2020
Road Mapping in Low Data Environments with OpenStreetMap John Kamalu Benjamin Choi 23 1 0 14 Jun 2020
GradAug: A New Regularization Method for Deep Neural Networks Taojiannan Yang Sijie Zhu Chong Chen OOD 71 38 0 14 Jun 2020
Explaining Predictions by Approximating the Local Decision Boundary G. Vlassopoulos T. Erven Henry Brighton Vlado Menkovski FAtt 55 8 0 14 Jun 2020
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization Junting Pan Siyu Chen Zheng Shou Yu Liu Jing Shao Hongsheng Li 3DPC 116 151 0 14 Jun 2020
Multi-Miner: Object-Adaptive Region Mining for Weakly-Supervised Semantic Segmentation Kuangqi Zhou Qibin Hou Zun Li Jiashi Feng 37 5 0 14 Jun 2020
On Saliency Maps and Adversarial Robustness Puneet Mangla Vedant Singh V. Balasubramanian AAML 54 17 0 14 Jun 2020
NoPeopleAllowed: The Three-Step Approach to Weakly Supervised Semantic Segmentation Mariia Dobko Ostap Viniavskyi Oles Dobosevych 40 0 0 13 Jun 2020
Explaining Local, Global, And Higher-Order Interactions In Deep Learning Samuel Lerman Chenliang Xu C. Venuto Henry A. Kautz FAtt 125 10 0 12 Jun 2020
Towards Robust Fine-grained Recognition by Maximal Separation of Discriminative Features Krishna Kanth Nakka Mathieu Salzmann AAML 41 6 0 10 Jun 2020
DcardNet: Diabetic Retinopathy Classification at Multiple Levels Based on Structural and Angiographic Optical Coherence Tomography P. Zang Liqin Gao T. Hormel Jie Wang Q. You T. Hwang Yali Jia 76 53 0 09 Jun 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 139 303 0 09 Jun 2020
Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps Xiaolin Zhang Yunchao Wei Yi Yang Leilei Gan WSOL 79 29 0 09 Jun 2020
A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI Antonio Bărbălău Adrian Cosma Radu Tudor Ionescu Marius Popescu 47 9 0 06 Jun 2020
ARID: A New Dataset for Recognizing Action in the Dark Yuecong Xu Jianfei Yang Haozhi Cao K. Mao Jianxiong Yin Simon See 82 73 0 06 Jun 2020
Scientific Calculator for Designing Trojan Detectors in Neural Networks P. Bajcsy N. Schaub Michael Majurski 20 0 0 05 Jun 2020