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1908.01313
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Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification
IEEE transactions on multimedia (IEEE TMM), 2019
4 August 2019
Huaxi Huang
Junjie Zhang
Jian Zhang
Jingsong Xu
Qiang Wu
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Papers citing
"Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification"
36 / 36 papers shown
UniFGVC: Universal Training-Free Few-Shot Fine-Grained Vision Classification via Attribute-Aware Multimodal Retrieval
Hongyu Guo
Kuan Zhu
Xiangzhao Hao
Haiyun Guo
Ming Tang
Jinqiao Wang
VLM
188
0
0
06 Aug 2025
Shallow Deep Learning Can Still Excel in Fine-Grained Few-Shot Learning
Chaofei Qi
Chao Ye
Zhitai Liu
Weiyang Lin
Jianbin Qiu
267
0
0
29 Jul 2025
Enhancing Environmental Robustness in Few-shot Learning via Conditional Representation Learning
IEEE Transactions on Image Processing (IEEE TIP), 2025
Qianyu Guo
Jingrong Wu
Tianxing Wu
Hongru Wang
Weifeng Ge
Wenqiang Zhang
328
1
0
03 Feb 2025
Local Foreground Selection aware Attentive Feature Reconstruction for few-shot fine-grained plant species classification
Aisha Zulfiqar
Ebroul Izquiedro
191
2
0
12 Jan 2025
Task Adaptive Feature Distribution Based Network for Few-shot Fine-grained Target Classification
Ping Li
Hongbo Wang
Lei Lu
185
0
0
13 Oct 2024
Hybrid Feature Collaborative Reconstruction Network for Few-Shot Fine-Grained Image Classification
Shulei Qiu
Wanqi Yang
Ming Yang
280
4
0
02 Jul 2024
Spatial Structure Constraints for Weakly Supervised Semantic Segmentation
IEEE Transactions on Image Processing (TIP), 2024
Tao Chen
Yazhou Yao
Xing-Rui Huang
Zechao Li
Liqiang Nie
Jinhui Tang
261
39
0
20 Jan 2024
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition
IEEE transactions on multimedia (IEEE TMM), 2023
Haiqi Liu
Chong Chen
Xinrong Gong
Tong Zhang
435
23
0
12 May 2023
Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning
Shuzhen Rao
Jun Huang
Zengming Tang
379
2
0
19 Jan 2023
Parsing Objects at a Finer Granularity: A Survey
Machine Intelligence Research (MIR), 2022
Yifan Zhao
Jia Li
Yonghong Tian
347
6
0
28 Dec 2022
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jijie Wu
Dongliang Chang
Aneeshan Sain
Xiaoxu Li
Zhanyu Ma
Jie Cao
Jun Guo
Yi-Zhe Song
315
71
0
30 Nov 2022
Boosting Few-shot Fine-grained Recognition with Background Suppression and Foreground Alignment
Zican Zha
Hao Tang
Yunlian Sun
Jinhui Tang
286
131
0
04 Oct 2022
Latent Heterogeneous Graph Network for Incomplete Multi-View Learning
IEEE transactions on multimedia (IEEE TMM), 2022
Q. Hu
Xinjie Yao
Yu Wang
Meng Cao
Binyuan Hui
Shuai Zhao
Qinghua Hu
152
42
0
29 Aug 2022
Learning Primitive-aware Discriminative Representations for Few-shot Learning
International Conference on Neural Information Processing (ICONIP), 2022
Jianpeng Yang
Yuhang Niu
Xuemei Xie
G. Shi
244
1
0
20 Aug 2022
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model
IEEE transactions on multimedia (IEEE TMM), 2022
Yinghui Xing
Qirui Wu
De Cheng
Shizhou Zhang
Guoqiang Liang
Peng Wang
Yanning Zhang
VLM
VPVLM
416
93
0
17 Aug 2022
Few-shot Fine-grained Image Classification via Multi-Frequency Neighborhood and Double-cross Modulation
IEEE transactions on multimedia (IEEE TMM), 2022
Hegui Zhu
Zhan Gao
Jiayi Wang
Yangqiaoyu Zhou
Chengqing Li
355
26
0
18 Jul 2022
Learning Cross-Image Object Semantic Relation in Transformer for Few-Shot Fine-Grained Image Classification
ACM Multimedia (ACM MM), 2022
Bo Zhang
Jiakang Yuan
Baopu Li
Tao Chen
Jiayuan Fan
Ding Wang
ViT
298
44
0
02 Jul 2022
GDC- Generalized Distribution Calibration for Few-Shot Learning
Shakti Kumar
Hussain Zaidi
197
9
0
11 Apr 2022
Multi-level Second-order Few-shot Learning
IEEE transactions on multimedia (IEEE TMM), 2022
Hongguang Zhang
Hongdong Li
Piotr Koniusz
276
40
0
15 Jan 2022
Shaping Visual Representations with Attributes for Few-Shot Recognition
Haoxing Chen
Huaxiong Li
Yaohui Li
Chunlin Chen
398
8
0
13 Dec 2021
APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation
Jiacheng Chen
Bin-Bin Gao
Zongqing Lu
Jing-Hao Xue
Chengjie Wang
Q. Liao
VLM
269
48
0
24 Nov 2021
Meta-Learning for Multi-Label Few-Shot Classification
Christian Simon
Piotr Koniusz
Mehrtash Harandi
389
38
0
26 Oct 2021
Ortho-Shot: Low Displacement Rank Regularization with Data Augmentation for Few-Shot Learning
Uche M. Osahor
Nasser M. Nasrabadi
183
14
0
18 Oct 2021
Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition
Xiyao Liu
Zhong Ji
Yanwei Pang
Zhongfei Zhang
184
24
0
03 Sep 2021
Object-aware Long-short-range Spatial Alignment for Few-Shot Fine-Grained Image Classification
ACM Multimedia (ACM MM), 2021
Yike Wu
Bo Zhang
Gang Yu
Weixiao Zhang
Sijin Yu
Tao Chen
Jiayuan Fan
ObjD
166
31
0
30 Aug 2021
Dynamic Relevance Learning for Few-Shot Object Detection
Signal, Image and Video Processing (SIVP), 2021
Weijie Liu
Chong Wang
Haohe Li
Shenghao Yu
Yan Han
ObjD
286
11
0
04 Aug 2021
NDPNet: A novel non-linear data projection network for few-shot fine-grained image classification
Weichuan Zhang
Xuefang Liu
Zhengrong Xue
Yongsheng Gao
Changming Sun
272
14
0
13 Jun 2021
Deep Metric Learning for Few-Shot Image Classification: A Review of Recent Developments
Pattern Recognition (Pattern Recogn.), 2021
Xiaoxu Li
Xiaochen Yang
Zhanyu Ma
Jing-Hao Xue
VLM
341
177
0
17 May 2021
Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification
Yaohui Li
Huaxiong Li
Haoxing Chen
Chunlin Chen
232
5
0
21 Mar 2021
Multi-level Metric Learning for Few-shot Image Recognition
International Conference on Artificial Neural Networks (ICANN), 2021
Haoxing Chen
Huaxiong Li
Yaohui Li
Chunlin Chen
248
26
0
21 Mar 2021
Multi-scale Adaptive Task Attention Network for Few-Shot Learning
International Conference on Pattern Recognition (ICPR), 2020
Haoxing Chen
Huaxiong Li
Yaohui Li
Chunlin Chen
231
33
0
30 Nov 2020
Variational Feature Disentangling for Fine-Grained Few-Shot Classification
Aoxiang Fan
Hieu M. Le
Mingzhen Huang
ShahRukh Athar
Dimitris Samaras
DRL
322
75
0
07 Oct 2020
A Survey on Machine Learning from Few Samples
Pattern Recognition (Pattern Recognit.), 2020
Jiang Lu
Pinghua Gong
Jieping Ye
Jianwei Zhang
Changshu Zhang
365
79
0
06 Sep 2020
TOAN: Target-Oriented Alignment Network for Fine-Grained Image Categorization with Few Labeled Samples
Huaxi Huang
Junjie Zhang
Jian Zhang
Qiang Wu
Chang Xu
355
71
0
28 May 2020
Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning
Jia-Fong Yeh
Hsin-Ying Lee
Bing-Chen Tsai
Yi-Rong Chen
Ping Huang
Winston H. Hsu
327
14
0
19 May 2020
Few-shot Learning for Domain-specific Fine-grained Image Classification
Changrui Chen
Hongwei Xv
Junyu Dong
Qiong Li
Xin Sun
261
75
0
23 Jul 2019
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