Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

50 / 3,312 papers shown

Title
xCos: An Explainable Cosine Metric for Face Verification Task Yu-sheng Lin Zhe-Yu Liu Yu-An Chen Yu-Siang Wang Ya-Liang Chang Winston H. Hsu CVBM 63 46 0 11 Mar 2020
SuperMix: Supervising the Mixing Data Augmentation Ali Dabouei Sobhan Soleymani Fariborz Taherkhani Nasser M. Nasrabadi 136 101 0 10 Mar 2020
Learning Video Object Segmentation from Unlabeled Videos Xiankai Lu Wenguan Wang Jianbing Shen Yu-Wing Tai David J. Crandall Guosheng Lin VOS 88 145 0 10 Mar 2020
Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class Xi Li Huimin Ma Sheng Yi Yanxian Chen 59 0 0 10 Mar 2020
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention Jiyang Xie Dongliang Chang Zhanyu Ma Guoqiang Zhang Jun Guo 68 25 0 10 Mar 2020
Cross modal video representations for weakly supervised active speaker localization Rahul Sharma Krishna Somandepalli Shrikanth Narayanan 60 8 0 09 Mar 2020
Domain Adversarial Training for Infrared-colour Person Re-Identification Nima Mohammadi Meshky Sara Iodice K. Mikolajczyk 13 0 0 09 Mar 2020
Explaining Knowledge Distillation by Quantifying the Knowledge Xu Cheng Zhefan Rao Yilan Chen Quanshi Zhang 83 122 0 07 Mar 2020
SAM: The Sensitivity of Attribution Methods to Hyperparameters Naman Bansal Chirag Agarwal Anh Nguyen FAtt 40 0 0 04 Mar 2020
Exploring the Efficacy of Transfer Learning in Mining Image-Based Software Artifacts Natalie Best J. Ott Erik J. Linstead 31 32 0 03 Mar 2020
Deep Multi-Modal Sets A. Reiter Menglin Jia Pu Yang Ser-Nam Lim BDL 71 4 0 03 Mar 2020
Weakly-supervised Object Localization for Few-shot Learning and Fine-grained Few-shot Learning Xiaojian He Jinfu Lin Junming Shen 47 3 0 02 Mar 2020
The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes Rashik Shadman M. G. Sarwar Murshed E. Verenich Alvaro Velasquez Faraz Hussain 48 4 0 29 Feb 2020
Do CNNs Encode Data Augmentations? Eddie Q. Yan Yanping Huang OOD 57 5 0 29 Feb 2020
Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping Kira Vinogradova Alexandr Dibrov E. Myers FAtt 125 153 0 26 Feb 2020
CheXpedition: Investigating Generalization Challenges for Translation of Chest X-Ray Algorithms to the Clinical Setting Pranav Rajpurkar Anirudh Joshi Anuj Pareek Phil Chen Amirhossein Kiani Jeremy Irvin A. Ng M. Lungren LM&MA 84 50 0 26 Feb 2020
Rethinking the Route Towards Weakly Supervised Object Localization Chen-Da Liu-Zhang Yunhao Cao Jianxin Wu WSOL 94 100 0 26 Feb 2020
Defending against Backdoor Attack on Deep Neural Networks Kaidi Xu Sijia Liu Pin-Yu Chen Pu Zhao Xinyu Lin Xue Lin AAML 99 50 0 26 Feb 2020
Video Monitoring Queries Nick Koudas Raymond Li Ioannis Xarchakos 62 37 0 24 Feb 2020
Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification Wensi Tang Guodong Long Lu Liu Dinesh Manocha Michael Blumenstein Jing Jiang AI4TS 120 106 0 24 Feb 2020
Learning Object Scale With Click Supervision for Object Detection Liao Zhang Y. Yan Lin Cheng Hanzi Wang 25 2 0 20 Feb 2020
T-Net: Learning Feature Representation with Task-specific Supervision for Biomedical Image Analysis Weinan Song Yuan Liang Jiawei Yang Kun Wang Lei He 40 0 0 19 Feb 2020
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning Xiang Wang Sifei Liu Huimin Ma Ming-Hsuan Yang 85 91 0 19 Feb 2020
Interpreting Interpretations: Organizing Attribution Methods by Criteria Zifan Wang Piotr (Peter) Mardziel Anupam Datta Matt Fredrikson XAI FAtt 54 17 0 19 Feb 2020
Few-Shot Few-Shot Learning and the role of Spatial Attention Yann Lifchitz Yannis Avrithis Sylvaine Picard SSL 65 7 0 18 Feb 2020
V4D:4D Convolutional Neural Networks for Video-level Representation Learning Shiwen Zhang Sheng Guo Weilin Huang Matthew R. Scott Limin Wang 50 73 0 18 Feb 2020
CRL: Class Representative Learning for Image Classification Mayanka Chandrashekar Yugyung Lee VLM 105 1 0 16 Feb 2020
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization Yiqiu Shen Nan Wu Jason Phang Jungkyu Park Kangning Liu ... Laura Heacock S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 100 170 0 13 Feb 2020
HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models Qianwen Wang W. Alexander J. Pegg Huamin Qu Min Chen VLM 65 10 0 12 Feb 2020
Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head Yang Li Yan Li H. Tian MedIm 52 18 0 12 Feb 2020
Fine-grained Uncertainty Modeling in Neural Networks Rahul Soni Naresh Shah J. D. Moore UQCV 24 5 0 11 Feb 2020
Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition M. Planamente A. Bottino Barbara Caputo EgoV 75 3 0 10 Feb 2020
Looking GLAMORous: Vehicle Re-Id in Heterogeneous Cameras Networks with Global and Local Attention Abhijit Suprem C. Pu 58 28 0 06 Feb 2020
Forensic Scanner Identification Using Machine Learning Ruiting Shao Edward J. Delp 53 7 0 06 Feb 2020
CHAIN: Concept-harmonized Hierarchical Inference Interpretation of Deep Convolutional Neural Networks Dan Wang Xinrui Cui F. I. Z. Jane Wang AI4CE 36 14 0 05 Feb 2020
Four Principles of Explainable AI as Applied to Biometrics and Facial Forensic Algorithms P. Phillips Mark A. Przybocki CVBM 46 14 0 03 Feb 2020
Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning Hazem M. Fahmy F. Pastore M. Bagherzadeh Lionel C. Briand AI4CE AAML 79 30 0 03 Feb 2020
Regularizing Reasons for Outfit Evaluation with Gradient Penalty Xingxing Zou Zhizhong Li Ke Bai Dahua Lin W. Wong 39 6 0 02 Feb 2020
Deeply Activated Salient Region for Instance Search Hui-Chu Xiao Wanlei Zhao Jie Lin Chong-Wah Ngo 65 8 0 01 Feb 2020
Global Texture Enhancement for Fake Face Detection in the Wild Zhengzhe Liu Xiaojuan Qi Philip Torr CVBM 113 295 0 01 Feb 2020
Localizing Interpretable Multi-scale informative Patches Derived from Media Classification Task Chuanguang Yang Zhulin An Xiaolong Hu Hui Zhu Yongjun Xu 28 0 0 31 Jan 2020
Black-Box Saliency Map Generation Using Bayesian Optimisation Mamuku Mokuwe Michael G. Burke Anna Sergeevna Bosman FAtt 41 4 0 30 Jan 2020
Weakly Supervised Instance Segmentation by Deep Community Learning Jaedong Hwang Seohyun Kim Jeany Son Bohyung Han ISeg WSOD 45 3 0 30 Jan 2020
Assistive Relative Pose Estimation for On-orbit Assembly using Convolutional Neural Networks Shubham D. Sonawani R. Alimo Renaud Detry Daniel Jeong Andy Hess H. B. Amor 116 24 0 29 Jan 2020
Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging Mamatha Thota Stefanos D. Kollias M. Swainson Georgios Leontidis 65 4 0 28 Jan 2020
Curriculum Audiovisual Learning Di Hu Zechuan Wang Haoyi Xiong Dong Wang Feiping Nie Dejing Dou SSL 63 32 0 26 Jan 2020
Evaluating Weakly Supervised Object Localization Methods Right Junsuk Choe Seong Joon Oh Seungho Lee Sanghyuk Chun Zeynep Akata Hyunjung Shim WSOL 414 189 0 21 Jan 2020
Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition S. Raschka Benjamin Kaufman AI4CE 81 67 0 17 Jan 2020
Adapting Grad-CAM for Embedding Networks Lei Chen Jianhui Chen Hossein Hajimirsadeghi Greg Mori 78 57 0 17 Jan 2020
Interpreting Galaxy Deblender GAN from the Discriminator's Perspective Heyi Li Yuewei Lin Klaus Mueller Wei Xu GAN 31 3 0 17 Jan 2020