Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks

30 April 2015

Papers citing "Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks"

42 / 42 papers shown

Title
Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification D. Korsch P. Bodesheim Joachim Denzler 24 12 0 28 Jul 2023
Part-guided Relational Transformers for Fine-grained Visual Recognition Yifan Zhao Jia Li Xiaowu Chen Yonghong Tian ViT 36 34 0 28 Dec 2022
SEMICON: A Learning-to-hash Solution for Large-scale Fine-grained Image Retrieval Yang Shen Xuhao Sun Xiu-Shen Wei Qing-Yuan Jiang Jian Yang 34 18 0 28 Sep 2022
PARTICUL: Part Identification with Confidence measure using Unsupervised Learning Romain Xu-Darme Georges Quénot Zakaria Chihani M. Rousset 19 7 0 27 Jun 2022
DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection Guang Yang Juan Cao Qiang Sheng Peng Qi Xirong Li Jintao Li 28 13 0 17 Mar 2022
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge J. Belongie 74 279 0 11 Nov 2021
Multi-attentional Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Tianyi Wei Weiming Zhang Nenghai Yu 3DPC 45 602 0 03 Mar 2021
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification Ardhendu Behera Zachary Wharton Pradeep Ruwan Padmasiri Galbokka Hewage Asish Bera 67 108 0 17 Jan 2021
Batch Coherence-Driven Network for Part-aware Person Re-Identification Kan Wang Pengfei Wang Changxing Ding Dacheng Tao 24 22 0 21 Sep 2020
Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification Xingyang Ni H. Huttunen CVBM 16 20 0 29 Jun 2020
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data H. Tang Hong Liu Wei Xiao N. Sebe 21 73 0 21 May 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 12 138 0 21 May 2020
Multi-Objective Matrix Normalization for Fine-grained Visual Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 25 65 0 30 Mar 2020
A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN Classifiers Saeed Anwar Nick Barnes L. Petersson 19 6 0 24 Mar 2020
L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization Mina Basirat P. Roth 6 8 0 27 Oct 2019
Cross-X Learning for Fine-Grained Visual Categorization W. Luo Xitong Yang Xianjie Mo Yuheng Lu L. Davis Jun Li Jian Yang Ser-Nam Lim 82 193 0 10 Sep 2019
Interpretable Image Recognition with Hierarchical Prototypes Peter Hase Chaofan Chen Oscar Li Cynthia Rudin VLM 17 109 0 25 Jun 2019
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up Weifeng Ge Xiangru Lin Yizhou Yu 34 255 0 07 Mar 2019
Object Discovery From a Single Unlabeled Image by Mining Frequent Itemset With Multi-scale Features Runsheng Zhang Yaping Huang Mengyang Pu Jian Zhang Q. Guan Qi Zou Haibin Ling ObjD 22 31 0 26 Feb 2019
Unsupervised Part Mining for Fine-grained Image Classification Runsheng Zhang Jian Zhang Yaping Huang Qi Zou OCL 20 12 0 26 Feb 2019
Explaining Neural Networks Semantically and Quantitatively Runjin Chen Hao Chen Ge Huang J. Ren Quanshi Zhang FAtt 18 54 0 18 Dec 2018
Fine-grained visual recognition with salient feature detection Hui Feng Shanshan Wang S. Ge ObjD 18 3 0 12 Aug 2018
Saliency for Fine-grained Object Recognition in Domains with Scarce Training Data Carola Figueroa Flores Abel Gonzalez-Garcia Joost van de Weijer Bogdan Raducanu 11 50 0 01 Aug 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 41 1,156 0 27 Jun 2018
Sparse, Collaborative, or Nonnegative Representation: Which Helps Pattern Classification? Jun Xu Wangpeng An Lei Zhang David C. Zhang BDL 101 119 0 12 Jun 2018
Visual Concepts and Compositional Voting Jianyu Wang Zhishuai Zhang Cihang Xie Yuyin Zhou Vittal Premachandran Jun Zhu Lingxi Xie Alan Yuille 33 34 0 13 Nov 2017
Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN Xiangteng He Yuxin Peng Junjie Zhao 22 46 0 25 Sep 2017
The Devil is in the Tails: Fine-grained Classification in the Wild Grant Van Horn Pietro Perona VLM 34 205 0 05 Sep 2017
Detecting Semantic Parts on Partially Occluded Objects Jianyu Wang Cihang Xie Zhishuai Zhang Jun Zhu Lingxi Xie Alan Yuille 29 34 0 25 Jul 2017
Object-Part Attention Model for Fine-grained Image Classification Yuxin Peng Xiangteng He Junjie Zhao OCL VLM 49 338 0 06 Apr 2017
Objects as context for detecting their semantic parts Abel Gonzalez-Garcia Davide Modolo V. Ferrari 34 6 0 28 Mar 2017
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 41 165 0 05 Dec 2016
Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches E. Rodner Marcel Simon Robert B. Fisher Joachim Denzler 17 39 0 21 Oct 2016
Do semantic parts emerge in Convolutional Neural Networks? Abel Gonzalez-Garcia Davide Modolo V. Ferrari 158 113 0 13 Jul 2016
Mask-CNN: Localizing Parts and Selecting Descriptors for Fine-Grained Image Recognition Xiu-Shen Wei Chen-Wei Xie Jianxin Wu 15 118 0 23 May 2016
Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition Xiao-Chang Liu Jiang Wang Shilei Wen Errui Ding Yuanqing Lin 8 76 0 20 May 2016
Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval Xiu-Shen Wei Jian-Hao Luo Jianxin Wu Zhi-Hua Zhou 19 406 0 18 Apr 2016
Fully Convolutional Attention Networks for Fine-Grained Recognition Xiao-Chang Liu Tian Xia Jiang Wang Yi Yang Feng Zhou Yuanqing Lin 24 102 0 22 Mar 2016
Compositional Model based Fisher Vector Coding for Image Classification Lingqiao Liu Peng Wang Chunhua Shen Lei Wang Anton Van Den Hengel Chao Wang Heng Tao Shen 40 53 0 16 Jan 2016
No Spare Parts: Sharing Part Detectors for Image Categorization Pascal Mettes J. C. V. Gemert Cees G. M. Snoek 27 12 0 16 Oct 2015
Deep Image: Scaling up Image Recognition Ren Wu Shengen Yan Yi Shan Qingqing Dang Gang Sun VLM 38 373 0 13 Jan 2015
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification Tianjun Xiao Yichong Xu Kuiyuan Yang Jiaxing Zhang Yuxin Peng Zheng-Wei Zhang 158 789 0 24 Nov 2014