RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition

17 July 2021

Papers citing "RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition"

32 / 32 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
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi Jingjun Yi Haolan Zhan Wei Ji Gui-Song Xia 44 1 0 10 Apr 2025
Agglomerative Token Clustering Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund 29 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
Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers Edwin Arkel Rios Min-Chun Hu Bo-Cheng Lai ViT 23 2 0 17 Jul 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 16 0 0 07 May 2024
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition Junde Wu Jiayuan Zhu Min Xu Yueming Jin 25 0 0 08 Mar 2024
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization Qi Bi Wei Ji Jingjun Yi Haolan Zhan Gui-Song Xia 16 0 0 16 Jan 2024
Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples Ziye Fang Xin Jiang Hao Tang Zechao Li 22 12 0 10 Nov 2023
Delving into Multimodal Prompting for Fine-grained Visual Classification Xin Jiang Hao Tang Junyao Gao Xiaoyu Du Shengfeng He Zechao Li VLM 14 22 0 16 Sep 2023
Which Tokens to Use? Investigating Token Reduction in Vision Transformers Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund ViT 36 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
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 10 10 0 08 Jun 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Qiangchang Wang Yilong Yin 21 0 0 02 Jun 2023
Improving Deep Representation Learning via Auxiliary Learnable Target Coding Kang-Jun Liu Ke Chen Yaowei Wang K. Jia 16 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 13 9 0 12 May 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
ExpNet: A unified network for Expert-Level Classification Junde Wu Huihui Fang Yehui Yang Yu Zhang Haoyi Xiong H. Fu Yanwu Xu 11 0 0 29 Nov 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
SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization H. Sun Xiangteng He Yuxin Peng ViT 21 77 0 31 Aug 2022
Conviformers: Convolutionally guided Vision Transformer Mohit Vaishnav Thomas Fel I. F. Rodriguez Thomas Serre ViT 17 1 0 17 Aug 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 17 133 0 04 May 2022
R2-Trans:Fine-Grained Visual Categorization with Redundancy Reduction Yu Wang Shuo Ye Shujian Yu Xinge You 9 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
A Novel Plug-in Module for Fine-Grained Visual Classification Po-Yung Chou Chu-Hsing Lin W. Kao 15 41 0 08 Feb 2022
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
Channel Interaction Networks for Fine-Grained Image Categorization Yu Gao Xintong Han Xun Wang Weilin Huang Matthew R. Scott 64 156 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 69 289 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 72 193 0 10 Sep 2019
Learn To Pay Attention Saumya Jetley Nicholas A. Lord Namhoon Lee Philip H. S. Torr 48 436 0 06 Apr 2018