Fine-Grained Image Analysis with Deep Learning: A Survey

11 November 2021

Yuxin Peng

Papers citing "Fine-Grained Image Analysis with Deep Learning: A Survey"

49 / 99 papers shown

Title
PDiscoNet: Semantically consistent part discovery for fine-grained recognition Robert van der Klis Stephan Alaniz Massimiliano Mancini C. Dantas Dino Ienco Zeynep Akata Diego Marcos 22 11 0 06 Sep 2023
Fine-grained Recognition with Learnable Semantic Data Augmentation Yifan Pu Yizeng Han Yulin Wang Junlan Feng Chao Deng Gao Huang 29 27 0 01 Sep 2023
Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization Aristotelis Ballas Christos Diou OOD 21 6 0 28 Aug 2023
Watch out Venomous Snake Species: A Solution to SnakeCLEF2023 Feiran Hu P. Wang Yangyang Li Chenlong Duan Zijian Zhu Fei Wang Faen Zhang Yong Li Xiu-Shen Wei 30 6 0 19 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
Improving Deep Representation Learning via Auxiliary Learnable Target Coding Kang-Jun Liu Ke Chen Yaowei Wang Kui Jia 21 0 0 30 May 2023
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition Haiqi Liu Cheng Chen Xinrong Gong Tong Zhang 32 9 0 12 May 2023
Fine-Grained Product Classification on Leaflet Advertisements D. Ladwig Bianca Lamm J. Keuper 16 3 0 05 May 2023
Interactive Acquisition of Fine-grained Visual Concepts by Exploiting Semantics of Generic Characterizations in Discourse Jonghyuk Park A. Lascarides S. Ramamoorthy VLM 19 2 0 05 May 2023
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph Rixin Zhou Jiafu Wei Qian Zhang RuiHua Qi Xi Yang Chuntao Li AI4CE 23 3 0 27 Mar 2023
Equiangular Basis Vectors Yang Shen Xuhao Sun Xiuying Wei 38 7 0 21 Mar 2023
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning Sungnyun Kim Sangmin Bae Se-Young Yun 22 9 0 20 Mar 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 18 1 0 16 Mar 2023
MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning Ruize Xu Ruoxuan Feng Shi-Xiong Zhang Di Hu 31 21 0 09 Mar 2023
Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational Reasoning H. Hashemi Nikolai Hartmann Sahand Sharifzadeh James Kahn T. Kuhr 26 4 0 07 Mar 2023
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition Xiu-Shen Wei Xuhao Sun Yang Shen Anqi Xu Peng Wang Faen Zhang 36 1 0 07 Feb 2023
Confidence and Dispersity Speak: Characterising Prediction Matrix for Unsupervised Accuracy Estimation Weijian Deng Yumin Suh Stephen Gould Liang Zheng UQCV 26 12 0 02 Feb 2023
Parsing Objects at a Finer Granularity: A Survey Yifan Zhao Jia Li Yonghong Tian 38 1 0 28 Dec 2022
Exploring the Optimized Value of Each Hyperparameter in Various Gradient Descent Algorithms Abel C. H. Chen 30 2 0 23 Dec 2022
Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning Gencer Sumbul Begum Demir 28 6 0 02 Dec 2022
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification Jijie Wu Dongliang Chang Aneeshan Sain Xiaoxu Li Zhanyu Ma Jie Cao Jun Guo Yi-Zhe Song 19 35 0 30 Nov 2022
Isometric Representations in Neural Networks Improve Robustness Kosio Beshkov Jonas Verhellen M. Lepperød AAML OOD 24 1 0 02 Nov 2022
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval Abhra Chaudhuri Massimiliano Mancini Yanbei Chen Zeynep Akata Anjan Dutta 18 5 0 19 Oct 2022
Boosting Few-shot Fine-grained Recognition with Background Suppression and Foreground Alignment Zican Zha Hao Tang Yunlian Sun Jinhui Tang 57 75 0 04 Oct 2022
Enhancing Fine-Grained 3D Object Recognition using Hybrid Multi-Modal Vision Transformer-CNN Models Songsong Xiong Georgios Tziafas H. Kasaei ViT 23 3 0 03 Oct 2022
SEMICON: A Learning-to-hash Solution for Large-scale Fine-grained Image Retrieval Yang Shen Xuhao Sun Xiu-Shen Wei Qing-Yuan Jiang Jian Yang 34 18 0 28 Sep 2022
An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning Xiu-Shen Wei Hesheng Xu Faen Zhang Yuxin Peng Wei Zhou 27 14 0 28 Sep 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
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
SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization H. Sun Xiangteng He Yuxin Peng ViT 37 77 0 31 Aug 2022
Improving Fine-Grained Visual Recognition in Low Data Regimes via Self-Boosting Attention Mechanism Yangyang Shu B. Yu Hai-Ming Xu Lingqiao Liu 22 26 0 01 Aug 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
On Label Granularity and Object Localization Elijah Cole Kimberly Wilber Grant Van Horn Xuan S. Yang Marco Fornoni Pietro Perona Serge J. Belongie Andrew G. Howard Oisin Mac Aodha WSOL 30 13 0 20 Jul 2022
Taxonomy and evolution predicting using deep learning in images Jiewen Xiao Wen-Chung Liao Mingru Zhang Jing Wang Jianxin Wang Yihua Yang 25 0 0 28 Jun 2022
Multi-View Active Fine-Grained Recognition Ruoyi Du Wenqing Yu Heqing Wang Dongliang Chang Ting-En Lin Yongbin Li Zhanyu Ma 32 3 0 02 Jun 2022
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification Liang Xu Yi Cheng Fan Zhang Bingxuan Wu Pengfei Shao Peng Liu Shuwei Shen Peng Yao Ronald X.Xu 22 1 0 24 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
Bridge the Gap between Supervised and Unsupervised Learning for Fine-Grained Classification Jiabao Wang Yang Li Xiu-Shen Wei Hang Li Zhuang Miao Rui Zhang 32 8 0 01 Mar 2022
Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data Ruoyi Du Dongliang Chang Zhanyu Ma Yi-Zhe Song Jun Guo OODD 18 1 0 06 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 59 10 0 06 Dec 2021
Products-10K: A Large-scale Product Recognition Dataset Yalong Bai Yuxiang Chen Wei Yu Linfang Wang Wei Zhang 44 44 0 24 Aug 2020
Channel Interaction Networks for Fine-Grained Image Categorization Yu Gao Xintong Han Xun Wang Weilin Huang Matthew R. Scott 74 157 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 76 291 0 08 Mar 2020
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 253 782 0 05 Dec 2019
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 79 193 0 10 Sep 2019
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data Yabin Zhang Hui Tang Kui Jia 60 94 0 28 Jul 2018
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
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 170 840 0 17 May 2016
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