Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification

17 January 2021

Ardhendu Behera

Zachary Wharton

Pradeep Ruwan Padmasiri Galbokka Hewage

Asish Bera

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Papers citing "Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification"

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Title
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
Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers Edwin Arkel Rios Min-Chun Hu Bo-Cheng Lai ViT 32 2 0 17 Jul 2024
Hybrid Feature Collaborative Reconstruction Network for Few-Shot Fine-Grained Image Classification Shulei Qiu Wanqi Yang Ming Yang 31 0 0 02 Jul 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
Context-Semantic Quality Awareness Network for Fine-Grained Visual Categorization Qin Xu Sitong Li Jiahui Wang Bo Jiang Jinhui Tang 26 2 0 15 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 25 0 0 16 Jan 2024
A Novel Image Classification Framework Based on Variational Quantum Algorithms Yixiong Chen 24 3 0 13 Dec 2023
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 24 2 0 24 Oct 2023
M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition Ji-Hee Moon Junseok K. Lee Yu-Ling Lee Seongsik Park 35 4 0 04 Aug 2023
Deep Neural Networks Fused with Textures for Image Classification Asish Bera D. Bhattacharjee M. Nasipuri 27 2 0 03 Aug 2023
Salient Mask-Guided Vision Transformer for Fine-Grained Classification Dmitry Demidov M.H. Sharif Aliakbar Abdurahimov Hisham Cholakkal F. Khan 26 8 0 11 May 2023
Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation Yifeng Shi Feng Lv Xinliang Wang Chunlong Xia Shaojie Li Shu-Zhen Yang Teng Xi Gang Zhang VLM 38 13 0 12 Apr 2023
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets Pablo J. Villacorta Jesús M. Rodríguez-de-Vera Marc Bolaños Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 15 1 0 16 Mar 2023
Fine-grained Visual Classification with High-temperature Refinement and Background Suppression Po-Yung Chou Yu-Yung Kao Cheng-Hung Lin 33 30 0 11 Mar 2023
Semantic Feature Integration network for Fine-grained Visual Classification Haibo Wang Yueyang Li Haichi Luo 42 0 0 13 Feb 2023
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 23 4 0 05 Oct 2022
Fine-grained Classification of Solder Joints with α-skew Jensen-Shannon Divergence Furkan Ulger S. E. Yuksel Atila Yilmaz Dincer Gokcen UQCV 15 3 0 20 Sep 2022
Self-Attentive Pooling for Efficient Deep Learning Fang Chen Gourav Datta Souvik Kundu P. Beerel 79 6 0 16 Sep 2022
Switchable Self-attention Module Shan Zhong Wushao Wen Jinghui Qin 31 7 0 13 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 53 50 0 05 Sep 2022
Explored An Effective Methodology for Fine-Grained Snake Recognition Yong Huang Aderon Huang Wei-wei Zhu Yanming Fang Jinghua Feng 22 1 0 24 Jul 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 26 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 31 60 0 05 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
An attention-driven hierarchical multi-scale representation for visual recognition Zachary Wharton Chenglong Bao Asish Bera BDL 20 1 0 23 Oct 2021
A Feature Consistency Driven Attention Erasing Network for Fine-Grained Image Retrieval Qi Zhao Xu Wang Shuchang Lyu Binghao Liu Yifan Yang 42 18 0 09 Oct 2021
Sequential Random Network for Fine-grained Image Classification Chaorong Li Malu Zhang Wei Huang Feng-qing Qin Anping Zeng Yuanyuan Huang 14 0 0 12 Mar 2021
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
Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition Ming-hui Sun Yuchen Yuan Feng Zhou Errui Ding 125 350 0 14 Jun 2018
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 91 233 0 28 Feb 2017
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 158 789 0 24 Nov 2014