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"

32 / 32 papers shown

Title
Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification D. Korsch P. Bodesheim Joachim Denzler 11 12 0 28 Jul 2023
Part-guided Relational Transformers for Fine-grained Visual Recognition Yifan Zhao Jia Li Xiaowu Chen Yonghong Tian ViT 29 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 26 18 0 28 Sep 2022
PARTICUL: Part Identification with Confidence measure using Unsupervised Learning Romain Xu-Darme Georges Quénot Zakaria Chihani M. Rousset 13 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 66 279 0 11 Nov 2021
Multi-attentional Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Tianyi Wei Weiming Zhang Nenghai Yu 3DPC 11 600 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 59 108 0 17 Jan 2021
Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification Xingyang Ni H. Huttunen CVBM 6 20 0 29 Jun 2020
Multi-Objective Matrix Normalization for Fine-grained Visual Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 12 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
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 77 193 0 10 Sep 2019
Interpretable Image Recognition with Hierarchical Prototypes Peter Hase Chaofan Chen Oscar Li Cynthia Rudin VLM 15 109 0 25 Jun 2019
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up Weifeng Ge Xiangru Lin Yizhou Yu 18 255 0 07 Mar 2019
Explaining Neural Networks Semantically and Quantitatively Runjin Chen Hao Chen Ge Huang J. Ren Quanshi Zhang FAtt 9 54 0 18 Dec 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 24 1,155 0 27 Jun 2018
Sparse, Collaborative, or Nonnegative Representation: Which Helps Pattern Classification? Jun Xu Wangpeng An Lei Zhang David C. Zhang BDL 82 119 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 25 34 0 13 Nov 2017
Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN Xiangteng He Yuxin Peng Junjie Zhao 12 46 0 25 Sep 2017
The Devil is in the Tails: Fine-grained Classification in the Wild Grant Van Horn Pietro Perona VLM 18 205 0 05 Sep 2017
Detecting Semantic Parts on Partially Occluded Objects Jianyu Wang Cihang Xie Zhishuai Zhang Jun Zhu Lingxi Xie Alan Yuille 25 34 0 25 Jul 2017
Object-Part Attention Model for Fine-grained Image Classification Yuxin Peng Xiangteng He Junjie Zhao OCL VLM 27 338 0 06 Apr 2017
Objects as context for detecting their semantic parts Abel Gonzalez-Garcia Davide Modolo V. Ferrari 29 6 0 28 Mar 2017
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 28 165 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 13 39 0 21 Oct 2016
Do semantic parts emerge in Convolutional Neural Networks? Abel Gonzalez-Garcia Davide Modolo V. Ferrari 150 113 0 13 Jul 2016
Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval Xiu-Shen Wei Jian-Hao Luo Jianxin Wu Zhi-Hua Zhou 8 406 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 8 102 0 22 Mar 2016
Compositional Model based Fisher Vector Coding for Image Classification Lingqiao Liu Peng Wang Chunhua Shen Lei Wang A. Hengel Chao Wang Heng Tao Shen 35 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 33 373 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 153 788 0 24 Nov 2014