SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization

31 August 2022

H. Sun

Xiangteng He

Yuxin Peng

ViT

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Papers citing "SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization"

24 / 24 papers shown

Title
Fine-Grained Domain Generalization with Feature Structuralization Wenlong Yu Dongyue Chen Qilong Wang Qinghua Hu 81 0 0 13 Jun 2024
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 Belongie 133 288 0 11 Nov 2021
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification Yongming Rao Guangyi Chen Jiwen Lu Jie Zhou CML OOD 56 243 0 19 Aug 2021
Learning Canonical 3D Object Representation for Fine-Grained Recognition Sunghun Joung Seungryong Kim Minsu Kim Ig-Jae Kim Kwanghoon Sohn 65 10 0 10 Aug 2021
RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition Yunqing Hu Xuan Jin Yin Zhang Ha Hong Jingfeng Zhang Yuan He Hui Xue ViT 67 101 0 17 Jul 2021
TransReID: Transformer-based Object Re-Identification Shuting He Haowen Luo Pichao Wang F. Wang Hao Li Wei Jiang ViT 268 818 0 08 Feb 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 194 2,898 0 31 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 657 41,103 0 22 Oct 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 77 140 0 21 May 2020
Look-into-Object: Self-supervised Structure Modeling for Object Recognition Mohan Zhou Yalong Bai Wei Zhang Tiejun Zhao Tao Mei OCL 55 62 0 31 Mar 2020
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Ruoyi Du Dongliang Chang A. Bhunia Jiyang Xie Zhanyu Ma Yi-Zhe Song Jun Guo 114 295 0 08 Mar 2020
Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes Guolei Sun Hisham Cholakkal Salman Khan Fahad Shahbaz Khan Ling Shao 86 120 0 14 Dec 2019
Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 92 384 0 14 Mar 2019
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up Weifeng Ge Xiangru Lin Yizhou Yu 90 257 0 07 Mar 2019
Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks Adrià Recasens Petr Kellnhofer Simon Stent Wojciech Matusik Antonio Torralba 66 131 0 10 Sep 2018
Learning to Navigate for Fine-grained Classification Ze Yang Tiange Luo Dong Wang Zhiqiang Hu Jun Gao Liwei Wang 47 447 0 02 Sep 2018
Fast Fine-grained Image Classification via Weakly Supervised Discriminative Localization Xiangteng He Yuxin Peng Junjie Zhao WSOL 71 64 0 30 Sep 2017
Object-Part Attention Model for Fine-grained Image Classification Yuxin Peng Xiangteng He Junjie Zhao OCL VLM 125 338 0 06 Apr 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 333 8,130 0 13 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 377 14,253 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Part-based R-CNNs for Fine-grained Category Detection Ning Zhang Jeff Donahue Ross B. Girshick Trevor Darrell ObjD 114 1,224 0 15 Jul 2014
Bird Species Categorization Using Pose Normalized Deep Convolutional Nets Steve Branson Grant Van Horn Serge J. Belongie Pietro Perona 90 512 0 11 Jun 2014