Fine-Grained Few Shot Learning with Foreground Object Transformation

13 September 2021

Chaofei Wang

S. Song

Qisen Yang

Xiang Li

Gao Huang

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Papers citing "Fine-Grained Few Shot Learning with Foreground Object Transformation"

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Title
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification Xiaoxu Li Jijie Wu Z. Sun Zhanyu Ma Jie Cao Jing-Hao Xue 48 126 0 29 Nov 2020
Transductive Information Maximization For Few-Shot Learning Malik Boudiaf Imtiaz Masud Ziko Jérôme Rony José Dolz Pablo Piantanida Ismail Ben Ayed VLM 46 78 0 25 Aug 2020
Few-shot Classification via Adaptive Attention Zihang Jiang Bingyi Kang Kuangqi Zhou Jiashi Feng 31 19 0 06 Aug 2020
Laplacian Regularized Few-Shot Learning Imtiaz Masud Ziko Jose Dolz Eric Granger Ismail Ben Ayed 41 176 0 28 Jun 2020
Instance Credibility Inference for Few-Shot Learning Yikai Wang C. Xu Chen Liu Li Zhang Yanwei Fu 58 162 0 26 Mar 2020
Prototype Rectification for Few-Shot Learning Jinlu Liu Liang Song Yongqiang Qin 65 247 0 25 Nov 2019
Cross Attention Network for Few-shot Classification Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 249 637 0 17 Oct 2019
Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning Limeng Qiao Yemin Shi Jia Li Yaowei Wang Tiejun Huang Yonghong Tian 57 182 0 05 Oct 2019
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization Ruyi Ji Longyin Wen Libo Zhang Dawei Du Ynajun Wu Chen Zhao Xianglong Liu Feiyue Huang 46 164 0 25 Sep 2019
A Baseline for Few-Shot Image Classification Guneet Singh Dhillon Pratik Chaudhari Avinash Ravichandran Stefano Soatto 67 578 0 06 Sep 2019
Deep Learning for Fine-Grained Image Analysis: A Survey Xiu-Shen Wei Jianxin Wu Quan Cui 26 90 0 06 Jul 2019
Learning to Self-Train for Semi-Supervised Few-Shot Classification Xinzhe Li Qianru Sun Yaoyao Liu Shibao Zheng Qin Zhou Tat-Seng Chua Bernt Schiele SSL 54 267 0 03 Jun 2019
Image Deformation Meta-Networks for One-Shot Learning Z. Chen Yanwei Fu Yu-Xiong Wang Lin Ma Wei Liu M. Hebert 51 218 0 28 May 2019
A Closer Look at Few-shot Classification Wei-Yu Chen Yen-Cheng Liu Z. Kira Y. Wang Jia-Bin Huang 96 1,756 0 08 Apr 2019
Compare More Nuanced:Pairwise Alignment Bilinear Network For Few-shot Fine-grained Learning Huaxi Huang Junjie Zhang Jian Zhang Qiang Wu Jingsong Xu 38 30 0 07 Apr 2019
Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning Wenbin Li Lei Wang Jinglin Xu Jing Huo Yang Gao Jiebo Luo 74 488 0 28 Mar 2019
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up Weifeng Ge Xiangru Lin Yizhou Yu 56 256 0 07 Mar 2019
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification Tao Hu H. Qi Qingming Huang Yan Lu 33 234 0 26 Jan 2019
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks Hang Gao Zheng Shou Alireza Zareian Hanwang Zhang Shih-Fu Chang GAN 47 135 0 27 Oct 2018
Reverse Attention for Salient Object Detection Shuhan Chen Xiuli Tan Benge Wang Xuelong Hu 60 558 0 26 Jul 2018
Meta-Learning with Latent Embedding Optimization Andrei A. Rusu Dushyant Rao Jakub Sygnowski Oriol Vinyals Razvan Pascanu Simon Osindero R. Hadsell 117 1,366 0 16 Jul 2018
Part-Aware Fine-grained Object Categorization using Weakly Supervised Part Detection Network Yabin Zhang Kui Jia Zhixin Wang 32 23 0 16 Jun 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition Eli Schwartz Leonid Karlinsky J. Shtok Sivan Harary Mattias Marder Rogerio Feris Abhishek Kumar Raja Giryes A. Bronstein 239 353 0 12 Jun 2018
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 250 666 0 07 Jun 2018
Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning Yanbin Liu Juho Lee Minseop Park Saehoon Kim Eunho Yang Sung Ju Hwang Yi Yang 86 667 0 25 May 2018
Piecewise classifier mappings: Learning fine-grained learners for novel categories with few examples Xiu-Shen Wei Peng Wang Lingqiao Liu Chunhua Shen Jianxin Wu 61 124 0 11 May 2018
Multi-level Semantic Feature Augmentation for One-shot Learning Z. Chen Yanwei Fu Yinda Zhang Yu-Gang Jiang Xiangyang Xue Leonid Sigal 47 234 0 15 Apr 2018
Meta-Learning for Semi-Supervised Few-Shot Classification Mengye Ren Eleni Triantafillou S. S. Ravi Jake C. Snell Kevin Swersky J. Tenenbaum Hugo Larochelle R. Zemel SSL 62 1,278 0 02 Mar 2018
Low-Shot Learning from Imaginary Data Yu-Xiong Wang Ross B. Girshick M. Hebert Bharath Hariharan VLM 87 676 0 16 Jan 2018
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 211 4,035 0 16 Nov 2017
Few-Shot Learning with Graph Neural Networks Victor Garcia Satorras Joan Bruna GNN 161 1,237 0 10 Nov 2017
Fast Fine-grained Image Classification via Weakly Supervised Discriminative Localization Xiangteng He Yuxin Peng Junjie Zhao WSOL 54 64 0 30 Sep 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 222 8,072 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 763 11,793 0 09 Mar 2017
Diversified Visual Attention Networks for Fine-Grained Object Classification Bo Zhao Xiao-Jun Wu Jiashi Feng Qiang Peng Shuicheng Yan 45 365 0 28 Jun 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 299 7,299 0 13 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 361 37,704 0 20 May 2016
Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval Xiu-Shen Wei Jian-Hao Luo Jianxin Wu Zhi Zhou 41 407 0 18 Apr 2016
Part-Stacked CNN for Fine-Grained Visual Categorization Shaoli Huang Zhe Xu Dacheng Tao Ya Zhang 65 418 0 26 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.5K 192,638 0 10 Dec 2015
Weakly Supervised Fine-Grained Image Categorization Yu Zhang Xiu-Shen Wei Jianxin Wu Jianfei Cai Jiangbo Lu V. Nguyen Minh Do 64 52 0 20 Apr 2015
Visual Saliency Based on Multiscale Deep Features Guanbin Li Yizhou Yu FAtt 85 1,222 0 30 Mar 2015
Attention for Fine-Grained Categorization P. Sermanet Andrea Frome Esteban Real 56 159 0 22 Dec 2014
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 Zhang 187 790 0 24 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.0K 99,991 0 04 Sep 2014
Part-based R-CNNs for Fine-grained Category Detection Ning Zhang Jeff Donahue Ross B. Girshick Trevor Darrell ObjD 97 1,223 0 15 Jul 2014