TransFG: A Transformer Architecture for Fine-grained Recognition

14 March 2021

Papers citing "TransFG: A Transformer Architecture for Fine-grained Recognition"

50 / 110 papers shown

Title
Improving Deep Representation Learning via Auxiliary Learnable Target Coding Kang-Jun Liu Ke Chen Yaowei Wang K. Jia 21 0 0 30 May 2023
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition Haiqi Liu C. L. P. Chen Xinrong Gong Tong Zhang 15 9 0 12 May 2023
Salient Mask-Guided Vision Transformer for Fine-Grained Classification Dmitry Demidov M.H. Sharif Aliakbar Abdurahimov Hisham Cholakkal F. Khan 19 8 0 11 May 2023
Model-Contrastive Federated Domain Adaptation Chang’an Yi Haotian Chen Yonghui Xu Yifan Zhang MedIm FedML 19 0 0 07 May 2023
Leaf Cultivar Identification via Prototype-enhanced Learning Yiyi Zhang Zhiwen Ying Yingying Zheng Cui-ping Wu Nan Li Jun Wang Xianzhong Feng Xiaogang Xu 19 0 0 05 May 2023
Learning Bottleneck Concepts in Image Classification Bowen Wang Liangzhi Li Yuta Nakashima Hajime Nagahara SSL 12 42 0 20 Apr 2023
Zero-shot Generative Model Adaptation via Image-specific Prompt Learning Jiayi Guo Chaofei Wang You Wu Eric Zhang Kai Wang Xingqian Xu S. Song Humphrey Shi Gao Huang DiffM VLM 69 28 0 06 Apr 2023
Local Contrastive Learning for Medical Image Recognition S. A. Rizvi Ruixiang Tang X. Jiang X. Ma X. Hu 19 5 0 24 Mar 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing Haijin Zeng Kai Feng Shaoguang Huang Jiezhang Cao Yongyong Chen Hongyan Zhang H. Luong Wilfried Philips 16 1 0 23 Mar 2023
Cross-Modal Causal Intervention for Medical Report Generation Weixing Chen Yang Liu Ce Wang Jiarui Zhu Shen Zhao Guanbin Li Cheng-Lin Liu Liang Lin 21 5 0 16 Mar 2023
Fine-grained Visual Classification with High-temperature Refinement and Background Suppression Po-Yung Chou Yu-Yung Kao Cheng-Hung Lin 18 30 0 11 Mar 2023
Semantic Feature Integration network for Fine-grained Visual Classification Haibo Wang Yueyang Li Haichi Luo 25 0 0 13 Feb 2023
Multi-scale multi-modal micro-expression recognition algorithm based on transformer Feng Wang Jieqiao Li Chun Qi Lin Wang Pan Wang ViT 13 2 0 08 Jan 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
Most Important Person-guided Dual-branch Cross-Patch Attention for Group Affect Recognition Hongxia Xie Ming-Xian Lee Tzu-Jui Chen Hung-Jen Chen Hou-I Liu Hong-Han Shuai Wen-Huang Cheng CVBM 20 8 0 14 Dec 2022
ExpNet: A unified network for Expert-Level Classification Junde Wu Huihui Fang Yehui Yang Yu Zhang Haoyi Xiong H. Fu Yanwu Xu 13 0 0 29 Nov 2022
1st Place Solution in Google Universal Images Embedding Shihao Shao Qinghua Cui 3DGS 17 7 0 16 Oct 2022
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets Zhiying Lu Hongtao Xie Chuanbin Liu Yongdong Zhang ViT 10 56 0 12 Oct 2022
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 11 4 0 05 Oct 2022
Enhancing Fine-Grained 3D Object Recognition using Hybrid Multi-Modal Vision Transformer-CNN Models Songsong Xiong Georgios Tziafas H. Kasaei ViT 14 3 0 03 Oct 2022
PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress Classification Wenhao Tang Shengyue Huang Xiaoxian Zhang Luwen Huangfu ViT 27 2 0 21 Sep 2022
Fine-grained Classification of Solder Joints with α-skew Jensen-Shannon Divergence Furkan Ulger S. E. Yuksel Atila Yilmaz Dincer Gokcen UQCV 11 3 0 20 Sep 2022
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Aydin Sarraf Eric Granger ViT WSOL 46 15 0 09 Sep 2022
Transformer based Fingerprint Feature Extraction Saraansh Tandon A. Namboodiri ViT 28 8 0 08 Sep 2022
SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization Asish Bera Zachary Wharton Yonghuai Liu Nikolaos Bessis Ardhendu Behera 44 50 0 05 Sep 2022
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection Baomin Wang G. Hu Dan Chen Lihua Hu Cheng Li Yu An G. Hu Guangyu Jia 11 1 0 26 Aug 2022
Conviformers: Convolutionally guided Vision Transformer Mohit Vaishnav Thomas Fel I. F. Rodriguez Thomas Serre ViT 17 1 0 17 Aug 2022
Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Kang-Jun Liu Ke Chen K. Jia 13 27 0 03 Aug 2022
Re-Attention Transformer for Weakly Supervised Object Localization Hui Su Yue Ye Zhiwei Chen Min-Gyoo Song Lechao Cheng WSOL 14 14 0 03 Aug 2022
Explored An Effective Methodology for Fine-Grained Snake Recognition Yong Huang Aderon Huang Wei-wei Zhu Yanming Fang Jinghua Feng 8 1 0 24 Jul 2022
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset Grant Van Horn Rui Qian Kimberly Wilber Hartwig Adam Oisin Mac Aodha Serge J. Belongie 19 10 0 21 Jul 2022
Solutions for Fine-grained and Long-tailed Snake Species Recognition in SnakeCLEF 2022 Cheng Zou Furong Xu Meng Wang Wenqi Li Yuan-Chia Cheng 15 6 0 04 Jul 2022
Multi-View Active Fine-Grained Recognition Ruoyi Du Wenqing Yu Heqing Wang Dongliang Chang Ting-En Lin Yongbin Li Zhanyu Ma 20 3 0 02 Jun 2022
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition Yue Song N. Sebe Wei Wang 18 33 0 26 May 2022
Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification Haowei Zhu Wenjing Ke Dong Li Ji Liu Lu Tian Yi Shan 19 133 0 04 May 2022
R2-Trans:Fine-Grained Visual Categorization with Redundancy Reduction Yu Wang Shuo Ye Shujian Yu Xinge You 11 14 0 21 Apr 2022
ViT-FOD: A Vision Transformer based Fine-grained Object Discriminator Zi-Chao Zhang Zhen-Duo Chen Yongxin Wang Xin Luo Xin-Shun Xu ViT 15 6 0 24 Mar 2022
Visualizing and Understanding Patch Interactions in Vision Transformer Jie Ma Yalong Bai Bineng Zhong Wei Zhang Ting Yao Tao Mei ViT 6 32 0 11 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 19 37 0 07 Mar 2022
MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Qishuai Diao Yi-Xin Jiang Bin Wen Jianxiang Sun Zehuan Yuan 19 60 0 05 Mar 2022
Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology S. Kyathanahally T. Hardeman M. Reyes E. Merz T. Bulas P. Brun F. Pomati M. Baity-Jesi 19 15 0 03 Mar 2022
Recent Advances in Vision Transformer: A Survey and Outlook of Recent Work Khawar Islam ViT 24 44 0 03 Mar 2022
Image Difference Captioning with Pre-training and Contrastive Learning Linli Yao Weiying Wang Qin Jin SSL VLM 12 40 0 09 Feb 2022
A Novel Plug-in Module for Fine-Grained Visual Classification Po-Yung Chou Chu-Hsing Lin W. Kao 17 41 0 08 Feb 2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models Mannat Singh Laura Gustafson Aaron B. Adcock Vinicius de Freitas Reis B. Gedik Raj Prateek Kosaraju D. Mahajan Ross B. Girshick Piotr Dollár L. V. D. van der Maaten VLM 32 122 0 20 Jan 2022
Progressive Multi-stage Interactive Training in Mobile Network for Fine-grained Recognition Zhenxin Wu Qingliang Chen Yifeng Liu Yinqi Zhang Chengkai Zhu Yang Yu ObjD 13 0 0 08 Dec 2021
Making a Bird AI Expert Work for You and Me Dongliang Chang Kaiyue Pang Ruoyi Du Zhanyu Ma Yi-Zhe Song Jun Guo 47 10 0 06 Dec 2021
PartImageNet: A Large, High-Quality Dataset of Parts Ju He Shuo Yang Shaokang Yang Adam Kortylewski Xiaoding Yuan Jieneng Chen Shuai Liu Cheng Yang Qihang Yu Alan Yuille 3DV MLLM 3DH VLM 32 93 0 02 Dec 2021
TransMix: Attend to Mix for Vision Transformers Jieneng Chen Shuyang Sun Ju He Philip H. S. Torr Alan Yuille S. Bai ViT 14 103 0 18 Nov 2021
A free lunch from ViT:Adaptive Attention Multi-scale Fusion Transformer for Fine-grained Visual Recognition Yuan Zhang Jian Cao Ling Zhang Xiangcheng Liu Zhiyi Wang Feng Ling Weiqian Chen ViT 21 48 0 04 Oct 2021