Feature Fusion Vision Transformer for Fine-Grained Visual Categorization

6 July 2021

Papers citing "Feature Fusion Vision Transformer for Fine-Grained Visual Categorization"

38 / 38 papers shown

Title
Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition Z. Zhang Hao Tang Jinhui Tang 19 0 0 12 Apr 2025
Navigating limitations with precision: A fine-grained ensemble approach to wrist pathology recognition on a limited x-ray dataset Ammar Ahmed Ali Shariq Imran M. Ullah Zenun Kastrati Sher Muhammad Daudpota 87 0 0 18 Dec 2024
Agglomerative Token Clustering Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund 31 1 0 18 Sep 2024
Down-Sampling Inter-Layer Adapter for Parameter and Computation Efficient Ultra-Fine-Grained Image Recognition Edwin Arkel Rios Femiloye Oyerinde Min-Chun Hu Bo-Cheng Lai 24 0 0 17 Sep 2024
Learning from the few: Fine-grained approach to pediatric wrist pathology recognition on a limited dataset Ammar Ahmed Ali Shariq Imran Zenun Kastrati Sher Muhammad Daudpota Mohib Ullah Waheed Noord 25 0 0 24 Aug 2024
Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers Edwin Arkel Rios Min-Chun Hu Bo-Cheng Lai ViT 30 2 0 17 Jul 2024
Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes Dmitry Demidov Abduragim Shtanchaev M. Mihaylov Mohammad Almansoori 79 0 0 28 Jun 2024
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery Kam Woh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang 37 2 0 12 Jun 2024
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization Yu Liu Yaqi Cai Qi Jia Binglin Qiu Weimin Wang Nan Pu 30 5 0 10 May 2024
DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained Objects Da Fu Mingfei Rong Eun-Hu Kim Hao Huang Witold Pedrycz 24 0 0 07 May 2024
ViTree: Single-path Neural Tree for Step-wise Interpretable Fine-grained Visual Categorization Danning Lao Qi Liu Jiazi Bu Junchi Yan Wei Shen 26 1 0 30 Jan 2024
Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples Ziye Fang Xin Jiang Hao Tang Zechao Li 30 12 0 10 Nov 2023
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 21 2 0 24 Oct 2023
Which Tokens to Use? Investigating Token Reduction in Vision Transformers Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund ViT 38 33 0 09 Aug 2023
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition Ji-Hee Moon Junseok K. Lee Yu-Ling Lee Seongsik Park 22 4 0 04 Aug 2023
A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images Yan-Jie Zhou Wei Liu Yuan Gao Jingyi Xu Lexian Lu ... Hao Cheng Na Jin Xiaoyong Man Shuang Zhao Yu Wang 11 6 0 17 Jul 2023
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat Shantanu Ghosh K. Yu Forough Arabshahi Kayhan Batmanghelich MoE 24 13 0 07 Jul 2023
Coping with Change: Learning Invariant and Minimum Sufficient Representations for Fine-Grained Visual Categorization Shuo Ye Shujian Yu W. Hou Yu Wang Xinge You OOD 16 10 0 08 Jun 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Qiangchang Wang Yilong Yin 23 0 0 02 Jun 2023
Salient Mask-Guided Vision Transformer for Fine-Grained Classification Dmitry Demidov M.H. Sharif Aliakbar Abdurahimov Hisham Cholakkal F. Khan 24 8 0 11 May 2023
Fine-grained Visual Classification with High-temperature Refinement and Background Suppression Po-Yung Chou Yu-Yung Kao Cheng-Hung Lin 28 30 0 11 Mar 2023
Tackling Shortcut Learning in Deep Neural Networks: An Iterative Approach with Interpretable Models Shantanu Ghosh K. Yu Forough Arabshahi Kayhan Batmanghelich 31 3 0 20 Feb 2023
Semantic Feature Integration network for Fine-grained Visual Classification Haibo Wang Yueyang Li Haichi Luo 37 0 0 13 Feb 2023
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with Transformers Zhiwei Lin Ze Yang Yongtao Wang ViT 26 2 0 24 Oct 2022
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 18 4 0 05 Oct 2022
Conviformers: Convolutionally guided Vision Transformer Mohit Vaishnav Thomas Fel I. F. Rodriguez Thomas Serre ViT 30 1 0 17 Aug 2022
Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Kang-Jun Liu Ke Chen K. Jia 18 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 28 14 0 03 Aug 2022
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition Yue Song N. Sebe Wei Wang 21 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 27 134 0 04 May 2022
R2-Trans:Fine-Grained Visual Categorization with Redundancy Reduction Yu Wang Shuo Ye Shujian Yu Xinge You 22 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 22 6 0 24 Mar 2022
A Novel Plug-in Module for Fine-Grained Visual Classification Po-Yung Chou Chu-Hsing Lin W. Kao 26 41 0 08 Feb 2022
EAR-NET: Error Attention Refining Network For Retinal Vessel Segmentation Jun Wang Yang Zhao Linglong Qian Xiaohan Yu Yongsheng Gao MedIm 22 11 0 03 Jul 2021
Channel Interaction Networks for Fine-Grained Image Categorization Yu Gao Xintong Han Xun Wang Weilin Huang Matthew R. Scott 69 157 0 11 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 74 291 0 08 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
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 156 789 0 24 Nov 2014