A Task-aware Dual Similarity Network for Fine-grained Few-shot Learning

22 October 2022

Papers citing "A Task-aware Dual Similarity Network for Fine-grained Few-shot Learning"

20 / 20 papers shown

Title
Fine-Grained Few Shot Learning with Foreground Object Transformation Chaofei Wang S. Song Qisen Yang Xiang Li Gao Huang 88 23 0 13 Sep 2021
Object-aware Long-short-range Spatial Alignment for Few-Shot Fine-Grained Image Classification Yike Wu Bo Zhang Gang Yu Weixiao Zhang Bin Wang Tao Chen Jiayuan Fan ObjD 62 24 0 30 Aug 2021
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification Yongming Rao Guangyi Chen Jiwen Lu Jie Zhou CML OOD 58 243 0 19 Aug 2021
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features Dongliang Chang Yixiao Zheng Zhanyu Ma Ruoyi Du Kongming Liang 75 3 0 31 Jan 2021
Integrated Generalized Zero-Shot Learning for Fine-Grained Classification Tasfia Shermin S. Teng Ferdous Sohel Manzur Murshed Guojun Lu 81 22 0 31 Dec 2020
Multi-scale Adaptive Task Attention Network for Few-Shot Learning Haoxing Chen Huaxiong Li Yaohui Li Chunlin Chen 73 30 0 30 Nov 2020
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification Xiaoxu Li Jijie Wu Z. Sun Zhanyu Ma Jie Cao Jing-Hao Xue 55 126 0 29 Nov 2020
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification Dongliang Chang Yifeng Ding Jiyang Xie A. Bhunia Xiaoxu Li Zhanyu Ma Ming Wu Jun Guo Yi-Zhe Song 70 306 0 11 Feb 2020
Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification Yifeng Ding Shaoguo Wen Jiyang Xie Dongliang Chang Zhanyu Ma Zhongwei Si Haibin Ling 65 56 0 09 Feb 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 127 195 0 10 Sep 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 84 491 0 28 Mar 2019
Dense Classification and Implanting for Few-Shot Learning Yann Lifchitz Yannis Avrithis Sylvaine Picard Andrei Bursuc VLM 60 197 0 12 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 41 235 0 26 Jan 2019
Piecewise classifier mappings: Learning fine-grained learners for novel categories with few examples Xiu-Shen Wei Peng Wang Lingqiao Liu Chunhua Shen Jianxin Wu 66 124 0 11 May 2018
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 301 4,050 0 16 Nov 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 303 8,145 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 825 11,937 0 09 Mar 2017
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 373 7,323 0 13 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Bird Species Categorization Using Pose Normalized Deep Convolutional Nets Steve Branson Grant Van Horn Serge J. Belongie Pietro Perona 90 512 0 11 Jun 2014