Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Applications of Deep Learning in Fundus Images: A Review Tao Li Wang Bo Chunyu Hu Hong Kang Hanruo Liu Kai Wang Huazhu Fu 61 261 0 25 Jan 2021
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation Vien Ngoc Dang Francesco Galati Rosa Cortese G. Giacomo Viola Marconeto Pratek Mathur Karim Lekadir Marco Lorenzi F. Prados Maria A. Zuluaga MedIm 84 36 0 22 Jan 2021
Cross Chest Graph for Disease Diagnosis with Structural Relational Reasoning Gangming Zhao Ba Qi Jinpeng Li 52 7 0 22 Jan 2021
Predicting Pneumonia and Region Detection from X-Ray Images using Deep Neural Network Sheikh Md Hanif Hossain S. Raju A. R. Ismail 16 3 0 19 Jan 2021
PICA: A Pixel Correlation-based Attentional Black-box Adversarial Attack Jie Wang Z. Yin Jin Tang Jing Jiang Bin Luo AAML 64 2 0 19 Jan 2021
Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG Dacheng Chen Dan Li Xiuqin Xu Ruizhi Yang See-Kiong Ng 29 4 0 19 Jan 2021
Attention-Guided Black-box Adversarial Attacks with Large-Scale Multiobjective Evolutionary Optimization Jie Wang Z. Yin Jing Jiang Yang Du AAML 103 9 0 19 Jan 2021
What Do Deep Nets Learn? Class-wise Patterns Revealed in the Input Space Shihao Zhao Xingjun Ma Yisen Wang James Bailey Yue Liu Yu-Gang Jiang AAML 73 15 0 18 Jan 2021
Generating Attribution Maps with Disentangled Masked Backpropagation Adria Ruiz Antonio Agudo Francesc Moreno FAtt 40 1 0 17 Jan 2021
Interpretable Multi-Head Self-Attention model for Sarcasm Detection in social media Ramya Akula Ivan I. Garibay 37 2 0 14 Jan 2021
U-Noise: Learnable Noise Masks for Interpretable Image Segmentation Teddy Koker Fatemehsadat Mireshghallah Tom Titcombe Georgios Kaissis 52 22 0 14 Jan 2021
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans Xin He Shihao Wang Xiaowen Chu Shaoshuai Shi J. Tang Xin Liu C. Yan Jiyong Zhang G. Ding 3DPC OOD 75 40 0 14 Jan 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 186 178 0 13 Jan 2021
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels Sangdoo Yun Seong Joon Oh Byeongho Heo Dongyoon Han Junsuk Choe Sanghyuk Chun 503 148 0 13 Jan 2021
Comprehensible Convolutional Neural Networks via Guided Concept Learning Sandareka Wickramanayake Wynne Hsu Mong Li Lee SSL 52 25 0 11 Jan 2021
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders I. Sledge Matthew S. Emigh Jonathan L. King Denton L. Woods J. T. Cobb José C. Príncipe 72 17 0 10 Jan 2021
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks Sebastián M. Palacio P. Engler Jörn Hees Andreas Dengel 60 1 0 07 Jan 2021
L2PF -- Learning to Prune Faster M. Vemparala Nael Fasfous Alexander Frickenstein Mhd Ali Moraly Aquib Jamal Lukas Frickenstein C. Unger N. S. Nagaraja W. Stechele VLM 31 4 0 07 Jan 2021
Local Black-box Adversarial Attacks: A Query Efficient Approach Tao Xiang Hangcheng Liu Shangwei Guo Tianwei Zhang X. Liao AAML MLAU 46 15 0 04 Jan 2021
Weakly-Supervised Saliency Detection via Salient Object Subitizing Xiaoyang Zheng Xin Tan Jie Zhou Lizhuang Ma Rynson W. H. Lau 85 19 0 04 Jan 2021
Temporal Contrastive Graph Learning for Video Action Recognition and Retrieval Yang Liu Keze Wang Haoyuan Lan Liang Lin 175 16 0 04 Jan 2021
Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks B. Yousaf Muhammad Usama Waqas Sultani Arif Mahmood Junaid Qadir 64 8 0 03 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 200 117 0 02 Jan 2021
iGOS++: Integrated Gradient Optimized Saliency by Bilateral Perturbations Saeed Khorram T. Lawson Fuxin Li AAML FAtt 59 26 0 31 Dec 2020
Quantitative Evaluations on Saliency Methods: An Experimental Study Xiao-hui Li Yuhan Shi Haoyang Li Wei Bai Yuanwei Song Caleb Chen Cao Lei Chen FAtt XAI 108 20 0 31 Dec 2020
Patch-wise++ Perturbation for Adversarial Targeted Attacks Lianli Gao Qilong Zhang Jingkuan Song Heng Tao Shen AAML 124 19 0 31 Dec 2020
FREA-Unet: Frequency-aware U-net for Modality Transfer H. Emami Qiong Liu Ming Dong MedIm 50 6 0 31 Dec 2020
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 209 691 0 28 Dec 2020
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 205 271 0 28 Dec 2020
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques David Morales Estefanía Talavera B. Remeseiro 71 6 0 28 Dec 2020
LEUGAN:Low-Light Image Enhancement by Unsupervised Generative Attentional Networks Yangyang Qu Chao Liu Y. Ou GAN 42 2 0 24 Dec 2020
Multi-Faceted Representation Learning with Hybrid Architecture for Time Series Classification Zhenyu Liu Jian Cheng AI4TS 43 0 0 21 Dec 2020
Blurring Fools the Network -- Adversarial Attacks by Feature Peak Suppression and Gaussian Blurring Chenchen Zhao Hao Li AAML 32 3 0 21 Dec 2020
Towards the Localisation of Lesions in Diabetic Retinopathy Samuel Mensah B. Bah Willie Brink MedIm 46 0 0 21 Dec 2020
ResizeMix: Mixing Data with Preserved Object Information and True Labels Jie Qin Jiemin Fang Qian Zhang Wenyu Liu Xingang Wang Xinggang Wang 93 86 0 21 Dec 2020
SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation An Tao Yueqi Duan Yi Wei Jiwen Lu Jie Zhou 3DPC 110 53 0 18 Dec 2020
Weakly-supervised Semantic Segmentation in Cityscape via Hyperspectral Image Yuxing Huang Shaodi You Ying Fu Qiu Shen 204 7 0 18 Dec 2020
TDN: Temporal Difference Networks for Efficient Action Recognition Limin Wang Zhan Tong Bin Ji Gangshan Wu 146 402 0 18 Dec 2020
Transformer Interpretability Beyond Attention Visualization Hila Chefer Shir Gur Lior Wolf 145 681 0 17 Dec 2020
Multi-shot Temporal Event Localization: a Benchmark Xiaolong Liu Yao Hu S. Bai Fei Ding X. Bai Philip Torr 114 84 0 17 Dec 2020
AdjointBackMap: Reconstructing Effective Decision Hypersurfaces from CNN Layers Using Adjoint Operators Qing Wan Yoonsuck Choe 44 1 0 16 Dec 2020
Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation Sophie Burkhardt Jannis Brugger Nicolas Wagner Zahra Ahmadi Kristian Kersting Stefan Kramer NAI FAtt 88 8 0 15 Dec 2020
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification Martin Charachon C´eline Hudelot P. Cournède Camille Ruppli R. Ardon AAML GAN FAtt MedIm 25 7 0 14 Dec 2020
Multi Modal Adaptive Normalization for Audio to Video Generation Neeraj Kumar Srishti Goel Ankur Narang Brejesh Lall VGen DiffM 49 0 0 14 Dec 2020
Demystifying Deep Neural Networks Through Interpretation: A Survey Giang Dao Minwoo Lee FaML FAtt 66 1 0 13 Dec 2020
Multi-Scale Cascading Network with Compact Feature Learning for RGB-Infrared Person Re-Identification Can Zhang Hong Liu Wenting Guo Mang Ye 75 14 0 12 Dec 2020
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images Li Sun Ke Yu Kayhan Batmanghelich SSL 90 24 0 11 Dec 2020
Probing Few-Shot Generalization with Attributes Mengye Ren Eleni Triantafillou Kuan-Chieh Wang James Lucas Jake C. Snell Xaq Pitkow A. Tolias R. Zemel VLM OOD 66 3 0 10 Dec 2020
Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG Young-Seok Kweon Gi-Hwan Shin Heon Kwak Minji Lee 37 10 0 10 Dec 2020
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network Yang Liu Kuanquan Wang Qince Li Runnan He Yongfeng Yuan Henggui Zhang 27 1 0 10 Dec 2020