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2103.14267
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Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification
26 March 2021
Peng Wang
Kai Han
Xiu-Shen Wei
Lei Zhang
Lei Wang
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Papers citing
"Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification"
50 / 119 papers shown
Title
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Aligned Contrastive Loss for Long-Tailed Recognition
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Jiequan Cui
Maeno Kazuki
Lakshmi Subramanian
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Sugiri Pranata
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01 Jun 2025
MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images
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Hu Han
S.Kevin Zhou
131
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24 May 2025
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification
International Joint Conference on Artificial Intelligence (IJCAI), 2021
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Zerui Li
Lei Meng
Zhuang Qi
Wei Wu
Zixuan Li
Xiangxu Meng
CML
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141
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13 May 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss
D. Pitawela
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Hsiang-Ting Chen
132
2
0
22 Apr 2025
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning
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Tong Wei
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103
1
0
17 Apr 2025
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition
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Inyong Koo
Jinyoung Park
Changick Kim
174
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0
20 Dec 2024
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction
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Yong Li
Xiu-Shen Wei
Lin Zhao
116
2
0
14 Nov 2024
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification
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Luyang Luo
Huangjing Lin
Jun Hou
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315
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12 Nov 2024
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification
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Swarna Kamlam Ravindran
Shuai Yuan
Carlo Tomasi
OOD
115
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04 Oct 2024
Efficient Classification of Histopathology Images
Mohammad Iqbal Nouyed
Mary-Anne Hartley
Gianfranco Doretto
Donald Adjeroh
88
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08 Sep 2024
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification
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106
1
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30 Aug 2024
VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition
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Gregory P. Meyer
Zhichao Lu
Ashish Shrivastava
Avinash Ravichandran
Eric M. Wolff
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129
4
0
29 Aug 2024
SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models
Guangxi Li
Yinsheng Song
Mingkai Zheng
107
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0
29 Aug 2024
A Systematic Review on Long-Tailed Learning
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G. Almpanidis
Gaojuan Fan
Binquan Deng
Yanbo Zhang
Ji Liu
Aouaidjia Kamel
Paolo Soda
Joao Gama
165
17
0
01 Aug 2024
LTRL: Boosting Long-tail Recognition via Reflective Learning
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Yalun Dai
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Wei Hu
Fan Zhang
Jun Liu
122
2
0
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Adaptive Parametric Activation
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Jiankang Deng
Anh Nguyen
Shan Luo
114
6
0
11 Jul 2024
Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI
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Yipei Wang
Ziyi Shen
Iani J. M. B. Gayo
Natasha Thorley
S. Punwani
Aidong Men
D. Barratt
Qingchao Chen
Yipeng Hu
150
0
0
08 Jul 2024
Music Era Recognition Using Supervised Contrastive Learning and Artist Information
Qiqi He
Xuchen Song
Weituo Hao
Ju-Chiang Wang
Fan Zhang
Wei Li
74
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0
07 Jul 2024
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation
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Yong Guo
Mianjie Yu
Jian Chen
156
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06 Jul 2024
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification
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Yijin Huang
Li Lin
Pujin Cheng
Sirui Li
Xiaoying Tang
115
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0
16 Jun 2024
SMCL: Saliency Masked Contrastive Learning for Long-tailed Recognition
Sanglee Park
Seung-won Hwang
Jungmin So
102
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0
04 Jun 2024
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information
Qi Lai
Chi-Man Vong
98
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0
08 May 2024
CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning
Hao Wu
Jing Chen
Ruiying Du
Cong Wu
Kun He
Xingcan Shang
Hao Ren
Guowen Xu
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157
15
0
24 Apr 2024
Deep Learning-Based Out-of-distribution Source Code Data Identification: How Far Have We Gone?
Van Nguyen
Xingliang Yuan
Tingmin Wu
Surya Nepal
M. Grobler
Carsten Rudolph
112
2
0
09 Apr 2024
DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets
Harsh Rangwani
Pradipto Mondal
Mayank Mishra
Ashish Ramayee Asokan
R. V. Babu
116
11
0
03 Apr 2024
ConGeo: Robust Cross-view Geo-localization across Ground View Variations
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Chang Xu
J. Castillo-Navarro
Syrielle Montariol
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Antoine Bosselut
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20 Mar 2024
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Heeyoung Kim
137
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15 Mar 2024
Probabilistic Contrastive Learning for Long-Tailed Visual Recognition
Chaoqun Du
Yulin Wang
Shiji Song
Gao Huang
153
47
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11 Mar 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content
QiHao Zhao
Yalun Dai
Hao Li
Wei Hu
Fan Zhang
Jun Liu
143
25
0
09 Mar 2024
Dcl-Net: Dual Contrastive Learning Network for Semi-Supervised Multi-Organ Segmentation
L. Wen
Zheng-Kai Feng
Yun Hou
Zifan Kong
Xi Wu
Jiliu Zhou
Yan Wang
84
4
0
06 Mar 2024
SURE: SUrvey REcipes for building reliable and robust deep networks
Yuting Li
Yingyi Chen
Xuanlong Yu
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127
8
0
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Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions
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Shuai Yuan
Swarna Kamlam Ravindran
Carlo Tomasi
129
0
0
08 Feb 2024
Reviving Undersampling for Long-Tailed Learning
Hao Yu
Yingxiao Du
Jianxin Wu
127
4
0
30 Jan 2024
Time-Series Contrastive Learning against False Negatives and Class Imbalance
Xi Jin
Jing Wang
Lei Liu
Youfang Lin
128
1
0
19 Dec 2023
Long-Tail Learning with Rebalanced Contrastive Loss
Charika De Alvis
Dishanika Denipitiyage
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135
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Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification
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Haojun Gao
Zhang Kai
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Benlin Liu
Jian Wu
Jintai Chen
98
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HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature Embedding
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Xian Zhou
Wen Yao
Xiaohu Zheng
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69
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Uncertainty-guided Boundary Learning for Imbalanced Social Event Detection
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Hao Peng
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Zhiwei Liu
Jia Wu
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Phillp S. Yu
128
16
0
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Learning with Noisy Labels Using Collaborative Sample Selection and Contrastive Semi-Supervised Learning
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Xiaohe Wu
Chao Xu
Yanli Ji
Wangmeng Zuo
Yiwen Guo
Zhaopeng Meng
NoLa
128
7
0
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Survey on Imbalanced Data, Representation Learning and SEP Forecasting
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AI4TS
152
0
0
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A dual-branch model with inter- and intra-branch contrastive loss for long-tailed recognition
Qiong Chen
Tianlin Huang
Geren Zhu
Enlu Lin
MQ
87
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0
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Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts
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Tong Wei
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Jiejing Shao
Xin-Yan Han
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207
55
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ConR: Contrastive Regularizer for Deep Imbalanced Regression
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Lili Meng
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190
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Dual Compensation Residual Networks for Class Imbalanced Learning
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Bingpeng Ma
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MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition
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97
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Improved Region Proposal Network for Enhanced Few-Shot Object Detection
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I. Dave
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