Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion Jinpeng Wang Yuting Gao Ke Li Jianguo Hu Xinyang Jiang Xiao-Wei Guo Rongrong Ji Xing Sun 95 66 0 12 Sep 2020
Region Comparison Network for Interpretable Few-shot Image Classification Z. Xue Lixin Duan Wen Li Lin Chen Jiebo Luo 63 16 0 08 Sep 2020
Quantifying Explainability of Saliency Methods in Deep Neural Networks with a Synthetic Dataset Erico Tjoa Cuntai Guan XAI FAtt 120 27 0 07 Sep 2020
Detection Defense Against Adversarial Attacks with Saliency Map Dengpan Ye Chuanxi Chen Changrui Liu Hao Wang Shunzhi Jiang AAML 57 28 0 06 Sep 2020
Generalization on the Enhancement of Layerwise Relevance Interpretability of Deep Neural Network Erico Tjoa Cuntai Guan FAtt 22 0 0 05 Sep 2020
ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution Ze Wang Xiuyuan Cheng Guillermo Sapiro Qiang Qiu 31 9 0 04 Sep 2020
Adherent Mist and Raindrop Removal from a Single Image Using Attentive Convolutional Network Da He Xiaoyu Shang Jiajia Luo 49 8 0 03 Sep 2020
Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images Xinyi Huang Suphanut Jamonnak Ye Zhao Boyu Wang Minh Hoai Kevin Yager Wei Xu 41 5 0 03 Sep 2020
IAUnet: Global Context-Aware Feature Learning for Person Re-Identification Rui Hou Bingpeng Ma Hong Chang Xinqian Gu Shiguang Shan Xilin Chen CVBM 112 49 0 02 Sep 2020
Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition Yang Liu Keze Wang Guanbin Li Liang Lin 125 90 0 01 Sep 2020
All About Knowledge Graphs for Actions P. Ghosh Nirat Saini L. Davis Abhinav Shrivastava 80 31 0 28 Aug 2020
Visual Concept Reasoning Networks Taesup Kim Sungwoong Kim Yoshua Bengio 71 7 0 26 Aug 2020
Making Neural Networks Interpretable with Attribution: Application to Implicit Signals Prediction Darius Afchar Romain Hennequin FAtt XAI 86 16 0 26 Aug 2020
Mask-guided sample selection for Semi-Supervised Instance Segmentation Míriam Bellver Amaia Salvador Jordi Torres Xavier Giró-i-Nieto ISeg 55 5 0 25 Aug 2020
Using Deep Networks for Scientific Discovery in Physiological Signals Tom Beer Bar Eini-Porat Sebastian Goodfellow Danny Eytan Uri Shalit 62 5 0 25 Aug 2020
Explainable Disease Classification via weakly-supervised segmentation A. Joshi Gaurav Mishra J. Sivaswamy 54 4 0 24 Aug 2020
Online Visual Tracking with One-Shot Context-Aware Domain Adaptation Hossein Kashiani Amir Imani S. B. Shokouhi Ahmad Ayatollahi 50 2 0 22 Aug 2020
DNN2LR: Interpretation-inspired Feature Crossing for Real-world Tabular Data Zhaocheng Liu Qiang Liu Haoli Zhang Yuntian Chen 84 13 0 22 Aug 2020
A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability Yi Zhou Boyang Wang Lei Huang Shanshan Cui Ling Shao 68 148 0 22 Aug 2020
Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks Muhammad Sabih Frank Hannig J. Teich MQ 117 25 0 20 Aug 2020
Attribute Prototype Network for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata 101 295 0 19 Aug 2020
Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization Tao Zhao Junwei Han Le Yang Dingwen Zhang 90 19 0 18 Aug 2020
Heterogeneous Federated Learning Fuxun Yu Weishan Zhang Zhuwei Qin Zirui Xu Di Wang Chenchen Liu Zhi Tian Xiang Chen FedML 72 22 0 15 Aug 2020
Feedback Attention for Cell Image Segmentation Hiroki Tsuda Eisuke Shibuya Kazuhiro Hotta 61 6 0 14 Aug 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 75 56 0 14 Aug 2020
Interpretable Detection of Partial Discharge in Power Lines with Deep Learning Gabriel Michau Chi-Ching Hsu Olga Fink 18 0 0 13 Aug 2020
Look, Listen, and Attend: Co-Attention Network for Self-Supervised Audio-Visual Representation Learning Ying Cheng Ruize Wang Zhihao Pan Rui Feng Yuejie Zhang SSL 150 110 0 13 Aug 2020
ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis G. Quellec Hassan Al Hajj M. Lamard Pierre-Henri Conze P. Massin B. Cochener 69 55 0 13 Aug 2020
Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition Taeoh Kim Hyeongmin Lee Myeongah Cho Hankook Lee Dong Heon Cho Sangyoun Lee 88 26 0 13 Aug 2020
Inter-Image Communication for Weakly Supervised Localization Xiaolin Zhang Yunchao Wei Yi Yang WSOL 74 109 0 12 Aug 2020
An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI Xin Zhang Liangxiu Han Wenyong Zhu Liang Sun Daoqiang Zhang MedIm 60 124 0 10 Aug 2020
Richly Activated Graph Convolutional Network for Robust Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 89 169 0 09 Aug 2020
Feature Space Augmentation for Long-Tailed Data Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 96 244 0 09 Aug 2020
Hierarchical Bi-Directional Feature Perception Network for Person Re-Identification Zhipu Liu Lei Zhang Yang Yang 57 15 0 08 Aug 2020
A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling Chieh-Chi Kao Bowen Shi Ming Sun Chao Wang 51 4 0 07 Aug 2020
Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition Yixiong Zou Shanghang Zhang Jianpeng Yu Yonghong Tian José M. F. Moura 65 16 0 07 Aug 2020
An Aggregate Method for Thorax Diseases Classification B. A. Nugroho 30 0 0 07 Aug 2020
Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia E. Verenich Alvaro Velasquez Nazar Khan Faraz Hussain 35 2 0 06 Aug 2020
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging N. Arun N. Gaw P. Singh Ken Chang M. Aggarwal ... J. Patel M. Gidwani Julius Adebayo M. D. Li Jayashree Kalpathy-Cramer FAtt 105 110 0 06 Aug 2020
MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models Thanh Nguyen-Duc He Zhao Jianfei Cai Dinh Q. Phung VLM MedIm 71 4 0 06 Aug 2020
Few-shot Classification via Adaptive Attention Zihang Jiang Bingyi Kang Kuangqi Zhou Jiashi Feng 59 19 0 06 Aug 2020
A Neural-Symbolic Framework for Mental Simulation Michael D Kissner 31 0 0 05 Aug 2020
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs Ruigang Fu Qingyong Hu Xiaohu Dong Yulan Guo Yinghui Gao Biao Li FAtt 97 272 0 05 Aug 2020
Self-supervised learning using consistency regularization of spatio-temporal data augmentation for action recognition Jinpeng Wang Yiqi Lin A. J. Ma SSL 55 1 0 05 Aug 2020
Counterfactual Explanation Based on Gradual Construction for Deep Networks Hong G Jung Sin-Han Kang Hee-Dong Kim Dong-Ok Won Seong-Whan Lee OOD FAtt 94 24 0 05 Aug 2020
Entropy Guided Adversarial Model for Weakly Supervised Object Localization Sabrina Narimene Benassou Wuzhen Shi Feng Jiang GAN AAML WSOL 68 5 0 04 Aug 2020
Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with INNs Robin Rombach Patrick Esser Bjorn Ommer 88 16 0 04 Aug 2020
Evaluating the performance of the LIME and Grad-CAM explanation methods on a LEGO multi-label image classification task David Cian Jan van Gemert A. Lengyel FAtt 41 23 0 04 Aug 2020
Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions Xihui Liu Zhe Lin Jianming Zhang Handong Zhao Quan Hung Tran Xiaogang Wang Hongsheng Li DiffM 91 35 0 04 Aug 2020
Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization Yu-Ting Chang Qiaosong Wang Wei-Chih Hung Robinson Piramuthu Yi-Hsuan Tsai Ming-Hsuan Yang UQCV WSOL 99 34 0 03 Aug 2020