Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
OGNet: Towards a Global Oil and Gas Infrastructure Database using Deep Learning on Remotely Sensed Imagery Hao Sheng Jeremy Irvin Sasankh Munukutla Shenmin Zhang Christopher Cross ... Zutao Yang M. Omara R. Gautam R. Jackson A. Ng 56 17 0 14 Nov 2020
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 89 54 0 14 Nov 2020
Generalized Constraints as A New Mathematical Problem in Artificial Intelligence: A Review and Perspective Bao-Gang Hu Hanbing Qu AI4CE 110 1 0 12 Nov 2020
Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images Sambuddha Ghosal Pratik Shah 97 7 0 11 Nov 2020
Intentonomy: a Dataset and Study towards Human Intent Understanding Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge J. Belongie Ser-Nam Lim 51 29 0 11 Nov 2020
DoLFIn: Distributions over Latent Features for Interpretability Phong Le Willem H. Zuidema FAtt 30 0 0 10 Nov 2020
ATCN: Resource-Efficient Processing of Time Series on Edge Mohammadreza Baharani Hamed Tabkhi AI4TS 90 1 0 10 Nov 2020
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 125 129 0 10 Nov 2020
Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation E. Stammes Tom F. H. Runia M. Hofmann Mohsen Ghafoorian 77 10 0 09 Nov 2020
Feature Removal Is a Unifying Principle for Model Explanation Methods Ian Covert Scott M. Lundberg Su-In Lee FAtt 138 34 0 06 Nov 2020
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation Zhenxing Zhang Lambert Schomaker GAN 67 35 0 05 Nov 2020
Learning and Evaluating Representations for Deep One-class Classification Kihyuk Sohn Chun-Liang Li Jinsung Yoon Minho Jin Tomas Pfister SSL 179 203 0 04 Nov 2020
MAIRE -- A Model-Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers Rajat Sharma N. Reddy V. Kamakshi N. C. Krishnan Shweta Jain FAtt 58 7 0 03 Nov 2020
MACE: Model Agnostic Concept Extractor for Explaining Image Classification Networks Ashish Kumar Karan Sehgal Prerna Garg V. Kamakshi N. C. Krishnan FAtt 20 10 0 03 Nov 2020
A Two-Stage Approach to Device-Robust Acoustic Scene Classification Hu Hu Chao-Han Huck Yang Xianjun Xia Xue Bai Xin Tang ... Yuanjun Zhao Sabato Marco Siniscalchi Yannan Wang Jun Du Chin-Hui Lee 66 31 0 03 Nov 2020
Parameter Efficient Deep Neural Networks with Bilinear Projections Litao Yu Yongsheng Gao Jun Zhou Jian Zhang 60 1 0 03 Nov 2020
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation Jia-Hong Huang Chao-Han Huck Yang Fangyu Liu Meng Tian Yi-Chieh Liu ... Kang Wang Hiromasa Morikawa Hernghua Chang Jesper N. Tegnér M. Worring MedIm 68 48 0 01 Nov 2020
DL-Reg: A Deep Learning Regularization Technique using Linear Regression Maryam Dialameh A. Hamzeh Hossein Rahmani 84 3 0 31 Oct 2020
Machine versus Human Attention in Deep Reinforcement Learning Tasks Sihang Guo Ruohan Zhang Bo Liu Yifeng Zhu M. Hayhoe D. Ballard Peter Stone OffRL 101 28 0 29 Oct 2020
Attribution Preservation in Network Compression for Reliable Network Interpretation Geondo Park J. Yang Sung Ju Hwang Eunho Yang 57 5 0 28 Oct 2020
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets Kai Han Yunhe Wang Qiulin Zhang Wei Zhang Chunjing Xu Tong Zhang 79 89 0 28 Oct 2020
Shapley Flow: A Graph-based Approach to Interpreting Model Predictions Jiaxuan Wang Jenna Wiens Scott M. Lundberg FAtt 129 90 0 27 Oct 2020
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning Peihao Chen Deng Huang Dongliang He Xiang Long Runhao Zeng Shilei Wen Mingkui Tan Chuang Gan SSL 73 134 0 27 Oct 2020
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition Chao-Han Huck Yang Jun Qi Samuel Yen-Chi Chen Pin-Yu Chen Sabato Marco Siniscalchi Xiaoli Ma Chin-Hui Lee FedML 122 128 0 26 Oct 2020
MixNet for Generalized Face Presentation Attack Detection Nilay Sanghvi Sushant Kumar Singh Akshay Agarwal Mayank Vatsa Richa Singh AAML CVBM 90 10 0 25 Oct 2020
Neuron Merging: Compensating for Pruned Neurons Woojeong Kim Suhyun Kim Mincheol Park Geonseok Jeon 74 33 0 25 Oct 2020
Discriminative feature generation for classification of imbalanced data Sungho Suh P. Lukowicz Y. Lee 83 22 0 24 Oct 2020
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection Zeyi Huang Yang Zou V. Bhagavatula Dong Huang WSOD 94 125 0 22 Oct 2020
Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization Yuanhao Zhai Le Wang Wei Tang Qilin Zhang Junsong Yuan G. Hua 104 139 0 22 Oct 2020
High resolution weakly supervised localization architectures for medical images Konpat Preechakul S. Sriswasdi B. Kijsirikul Ekapol Chuangsuwanich WSOL 21 3 0 22 Oct 2020
UFO $^2$ : A Unified Framework towards Omni-supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Xuan Li Alex Schwing Jan Kautz ObjD 302 38 0 21 Oct 2020
TargetDrop: A Targeted Regularization Method for Convolutional Neural Networks Hui Zhu Xiaofang Zhao 66 7 0 21 Oct 2020
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review Sahil Verma Varich Boonsanong Minh Hoang Keegan E. Hines John P. Dickerson Chirag Shah CML 195 179 0 20 Oct 2020
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images Pablo Messina Pablo Pino Denis Parra Alvaro Soto Cecilia Besa S. Uribe Marcelo andía C. Tejos Claudia Prieto Daniel Capurro MedIm 127 65 0 20 Oct 2020
Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition Yuqian Fu Li Zhang Junke Wang Yanwei Fu Yu-Gang Jiang 88 99 0 20 Oct 2020
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 185 301 0 20 Oct 2020
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation Yuliang Zou Zizhao Zhang Han Zhang Chun-Liang Li Xiao Bian Jia-Bin Huang Tomas Pfister 115 302 0 19 Oct 2020
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound Hongxu Yang Caifeng Shan Alexander F. Kolen Peter H. N. de With 53 13 0 19 Oct 2020
ERIC: Extracting Relations Inferred from Convolutions Joe Townsend Theodoros Kasioumis Hiroya Inakoshi NAI FAtt 82 16 0 19 Oct 2020
Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning Hyunseung Chung Woo-Jeoung Nam Seong-Whan Lee 45 3 0 19 Oct 2020
Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling? Morris Klasen D. Ahrens J. Eberle Volker Steinhage 54 20 0 18 Oct 2020
LID 2020: The Learning from Imperfect Data Challenge Results Yunchao Wei Shuai Zheng Ming-Ming Cheng Hang Zhao Liwei Wang ... Zhendong Wang Zhenyuan Chen Chen Gong Huanqing Yan Jun He 104 6 0 17 Oct 2020
Zoom-CAM: Generating Fine-grained Pixel Annotations from Image Labels Xiangwei Shi Seyran Khademi Yun-qiang Li Jan van Gemert VLM WSOL 88 20 0 16 Oct 2020
Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series Kristoffer Wickstrøm Karl Øyvind Mikalsen Michael C. Kampffmeyer A. Revhaug Robert Jenssen AI4TS 67 34 0 16 Oct 2020
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery Esther Rolf J. Proctor T. Carleton I. Bolliger Vaishaal Shankar Miyabi Ishihara Benjamin Recht S. Hsiang 164 128 0 16 Oct 2020
Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset Keshav Bhandari Mario A. DeLaGarza Ziliang Zong Hugo Latapie Yan Yan EgoV 90 6 0 15 Oct 2020
Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset Siyi Tang Amirata Ghorbani R. Yamashita Sameer Rehman Jared A. Dunnmon James Zou D. Rubin TDI 57 82 0 15 Oct 2020
Aerodynamic Data Predictions Based on Multi-task Learning Liwei Hu Yu Xiang Jun Zhang Zifan Shi Wenzheng Wang 57 12 0 15 Oct 2020
Human-interpretable model explainability on high-dimensional data Damien de Mijolla Christopher Frye M. Kunesch J. Mansir Ilya Feige FAtt 54 10 0 14 Oct 2020
Adaptive-Attentive Geolocalization from few queries: a hybrid approach Gabriele Berton Valerio Paolicelli Carlo Masone Barbara Caputo 64 33 0 14 Oct 2020