Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

50 / 3,311 papers shown

Title
FIND:Explainable Framework for Meta-learning Xinyue Shao Hongzhi Wang Xiao-Wen Zhu Feng Xiong FedML 44 2 0 20 May 2022
Transformer based multiple instance learning for weakly supervised histopathology image segmentation Ziniu Qian Keqin Li M. Lai E. Chang Bingzheng Wei Yubo Fan Yan Xu ViT MedIm 104 43 0 18 May 2022
Leveraging Global Binary Masks for Structure Segmentation in Medical Images M. Kazemimoghadam Zi Yang Lin Ma Mingli Chen Weiguo Lu X. Gu 61 1 0 13 May 2022
Comparison of attention models and post-hoc explanation methods for embryo stage identification: a case study T. Gomez Thomas Fréour Harold Mouchère 64 3 0 13 May 2022
A Computational Acquisition Model for Multimodal Word Categorization Uri Berger Gabriel Stanovsky Omri Abend Lea Frermann 48 9 0 12 May 2022
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 36 0 0 12 May 2022
RustSEG -- Automated segmentation of corrosion using deep learning B. Burton W. Nash N. Birbilis 99 6 0 11 May 2022
Explainable Deep Learning Methods in Medical Image Classification: A Survey Cristiano Patrício João C. Neves Luís F. Teixeira XAI 96 59 0 10 May 2022
Weakly-supervised segmentation of referring expressions Robin Strudel Ivan Laptev Cordelia Schmid 110 22 0 10 May 2022
Augmentations: An Insight into their Effectiveness on Convolution Neural Networks Sabeesh Ethiraj B. Bolla AAML 73 5 0 09 May 2022
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm Yuhan Xie Kexin Jiang Zhiyong Zhang Shaolong Chen Xiaodong Zhang Changzhen Qiu 99 1 0 07 May 2022
Weakly Supervised 3D Point Cloud Segmentation via Multi-Prototype Learning Yongyi Su Xun Xu Kui Jia 3DPC 80 29 0 06 May 2022
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference Yang Liu Ersi Zhang Lulu Xu Chufan Xiao Xiao-Yu Zhong ... Ming Xu Yongbing Zhang Dongmei Yu C. Yan Peiwu Qin 46 23 0 06 May 2022
RCMNet: A deep learning model assists CAR-T therapy for leukemia Ruitao Zhang Xue-ying Han I. Gul Shiyao Zhai Yang Liu ... Yuhan Dong Lan Ma Dongmei Yu Jingqian Zhou Peiwu Qin 38 32 0 06 May 2022
Do Different Deep Metric Learning Losses Lead to Similar Learned Features? Konstantin Kobs M. Steininger Andrzej Dulny Andreas Hotho 31 8 0 05 May 2022
Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation Yuxin Kang Hansheng Li Xu Zhao D. Hu Feihong Liu Lei Cui Jun Feng Lin Yang 67 7 0 05 May 2022
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs Jie Ren Mingjie Li Meng Zhou Shih-Han Chan Quanshi Zhang 61 3 0 04 May 2022
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model Wonho Bae Junhyug Noh Milad Jalali Asadabadi Danica J. Sutherland VLM 41 5 0 02 May 2022
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading Or Abramovich Hadas Pizem Jan Van Eijgen Ilan Oren Joshua Melamed Ingeborg Stalmans E. Blumenthal Joachim A. Behar MedIm 30 29 0 02 May 2022
Understanding CNNs from excitations Zijian Ying Qianmu Li Zhichao Lian Jun Hou Tong Lin Tao Wang AAML FAtt 85 1 0 02 May 2022
Concept Activation Vectors for Generating User-Defined 3D Shapes Stefan Druc Aditya Balu Peter Wooldridge A. Krishnamurthy Soumik Sarkar 3DPC LLMSV 21 2 0 29 Apr 2022
Equine radiograph classification using deep convolutional neural networks Raniere Silva A. P. Mishra Christopher Riggs M. Doube MedIm 8 3 0 29 Apr 2022
Poly-CAM: High resolution class activation map for convolutional neural networks A. Englebert O. Cornu Christophe De Vleeschouwer 102 13 0 28 Apr 2022
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization Ilke Çugu Massimiliano Mancini Yanbei Chen Zeynep Akata OOD 69 49 0 27 Apr 2022
Human-Centered Prior-Guided and Task-Dependent Multi-Task Representation Learning for Action Recognition Pre-Training Guanhong Wang Ke Lu Yang Zhou Zhanhao He Gaoang Wang SSL 76 3 0 27 Apr 2022
Temporal Relevance Analysis for Video Action Models Quanfu Fan Donghyun Kim Chun-Fu Chen Chen Stan Sclaroff Kate Saenko Sarah Adel Bargal FAtt 66 0 0 25 Apr 2022
Diverse Instance Discovery: Vision-Transformer for Instance-Aware Multi-Label Image Recognition Yunqing Hu Xuan Jin Yin Zhang Haiwen Hong Jingfeng Zhang Feihu Yan Yuan He Hui Xue ViT 46 1 0 22 Apr 2022
SE-GAN: Skeleton Enhanced GAN-based Model for Brush Handwriting Font Generation Shaozu Yuan Ruixue Liu Meng Chen Baoyang Chen Zhijie Qiu Xiaodong He 71 15 0 22 Apr 2022
Learning to Purification for Unsupervised Person Re-identification L. Lan Xiao Teng Jing Zhang Xiang Zhang Dacheng Tao 79 48 0 21 Apr 2022
Perception Visualization: Seeing Through the Eyes of a DNN Loris Giulivi Mark J. Carman Giacomo Boracchi 84 6 0 21 Apr 2022
Backdooring Explainable Machine Learning Maximilian Noppel Lukas Peter Christian Wressnegger AAML 79 5 0 20 Apr 2022
Learning Compositional Representations for Effective Low-Shot Generalization Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 56 3 0 17 Apr 2022
Towards a Deeper Understanding of Skeleton-based Gait Recognition Torben Teepe Johannes Gilg Fabian Herzog S. Hörmann Gerhard Rigoll CVBM 73 75 0 16 Apr 2022
Visual Attention Methods in Deep Learning: An In-Depth Survey Mohammed Hassanin Saeed Anwar Ibrahim Radwan Fahad Shahbaz Khan Ajmal Mian 136 166 0 16 Apr 2022
Semantic interpretation for convolutional neural networks: What makes a cat a cat? Haonan Xu Yuntian Chen Dongxiao Zhang FAtt 63 3 0 16 Apr 2022
Crowd counting with crowd attention convolutional neural network Jiwei Chen Wen Su Zengfu Wang 56 69 0 15 Apr 2022
Weakly Supervised Attended Object Detection Using Gaze Data as Annotations Michele Mazzamuto Francesco Ragusa Antonino Furnari G. Signorello G. Farinella 60 9 0 14 Apr 2022
Interpretability of Machine Learning Methods Applied to Neuroimaging Elina Thibeau-Sutre S. Collin Ninon Burgos O. Colliot 50 5 0 14 Apr 2022
ViTOL: Vision Transformer for Weakly Supervised Object Localization Saurav Gupta Sourav Lakhotia Abhay Rawat Rahul Tallamraju WSOL 74 21 0 14 Apr 2022
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks Sang-Kee Jo In-Jae Yu Kyungsu Kim 95 4 0 14 Apr 2022
OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data David Schinagl Georg Krispel Horst Possegger P. Roth Horst Bischof 3DPC 60 19 0 13 Apr 2022
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma Chu Han Xipeng Pan Lixu Yan Huan Lin Bingbing Li ... Chengda Lu Xin Chen C. Liang Qingling Zhang Zaiyi Liu 157 30 0 13 Apr 2022
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization Jungbeom Lee Eunji Kim J. Mok Sung-Hoon Yoon WSOL 111 32 0 11 Apr 2022
Towards Reliable and Explainable AI Model for Solid Pulmonary Nodule Diagnosis Chenglong Wang Yun-Hui Liu Feng-Liang Wang Chengxiu Zhang Yida Wang Mei Yuan Guangze Yang 51 4 0 08 Apr 2022
Reliable Visualization for Deep Speaker Recognition Pengqi Li Lantian Li A. Hamdulla Dong Wang HAI 82 9 0 08 Apr 2022
Data-Free Quantization with Accurate Activation Clipping and Adaptive Batch Normalization Yefei He Luoming Zhang Weijia Wu Hong Zhou MQ 83 2 0 08 Apr 2022
Total Variation Optimization Layers for Computer Vision Raymond A. Yeh Yuan-Ting Hu Zhongzheng Ren Alex Schwing 53 14 0 07 Apr 2022
Using Decision Tree as Local Interpretable Model in Autoencoder-based LIME Niloofar Ranjbar Reza Safabakhsh FAtt 40 5 0 07 Apr 2022
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation Peng-Tao Jiang Yuqi Yang Qibin Hou Yunchao Wei 84 123 0 07 Apr 2022
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis Sheng Wang Xi Ouyang Tianming Liu Qian Wang Dinggang Shen MedIm 80 67 0 06 Apr 2022