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Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification

Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification

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"

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Title
Divide, Weight, and Route: Difficulty-Aware Optimization with Dynamic Expert Fusion for Long-tailed Recognition
Divide, Weight, and Route: Difficulty-Aware Optimization with Dynamic Expert Fusion for Long-tailed Recognition
Xiaolei Wei
Yi Ouyang
Haibo Ye
MoMe
38
0
0
27 Aug 2025
Learning Point Cloud Representations with Pose Continuity for Depth-Based Category-Level 6D Object Pose Estimation
Learning Point Cloud Representations with Pose Continuity for Depth-Based Category-Level 6D Object Pose Estimation
Zhujun Li
Shuo Zhang
I. Stamos
3DPC
80
0
0
20 Aug 2025
Generative Active Learning for Long-tail Trajectory Prediction via Controllable Diffusion Model
Generative Active Learning for Long-tail Trajectory Prediction via Controllable Diffusion Model
Daehee Park
Monu Surana
Pranav Desai
Ashish Mehta
Reuben MV John
Kuk-Jin Yoon
55
0
0
30 Jul 2025
Aligned Contrastive Loss for Long-Tailed Recognition
Aligned Contrastive Loss for Long-Tailed Recognition
Jiali Ma
Jiequan Cui
Maeno Kazuki
Lakshmi Subramanian
Karlekar Jayashree
Sugiri Pranata
Hanwang Zhang
92
0
0
01 Jun 2025
MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images
MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images
Han Li
Hu Han
S.Kevin Zhou
131
0
0
24 May 2025
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image ClassificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021
Xiaoshuo Yan
Zerui Li
Lei Meng
Zhuang Qi
Wei Wu
Zixuan Li
Xiangxu Meng
CMLBDL
137
0
0
13 May 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss
D. Pitawela
Gustavo Carneiro
Hsiang-Ting Chen
132
2
0
22 Apr 2025
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning
Jiang-Xin Shi
Tong Wei
Yu-Feng Li
99
1
0
17 Apr 2025
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition
Minseok Son
Inyong Koo
Jinyoung Park
Changick Kim
174
2
0
20 Dec 2024
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction
Chen-Long Duan
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
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification
Cheng Jin
Luyang Luo
Huangjing Lin
Jun Hou
Hao Chen
315
9
0
12 Nov 2024
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification
Kelsey Lieberman
Swarna Kamlam Ravindran
Shuai Yuan
Carlo Tomasi
OOD
115
0
0
04 Oct 2024
Efficient Classification of Histopathology Images
Efficient Classification of Histopathology Images
Mohammad Iqbal Nouyed
Mary-Anne Hartley
Gianfranco Doretto
Donald Adjeroh
88
0
0
08 Sep 2024
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification
Zhiwei Zhang
102
1
0
30 Aug 2024
VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition
VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition
Zaiwei Zhang
Gregory P. Meyer
Zhichao Lu
Ashish Shrivastava
Avinash Ravichandran
Eric M. Wolff
VLM
129
4
0
29 Aug 2024
SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models
SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models
Guangxi Li
Yinsheng Song
Mingkai Zheng
107
0
0
29 Aug 2024
A Systematic Review on Long-Tailed Learning
A Systematic Review on Long-Tailed Learning
Chongsheng Zhang
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
LTRL: Boosting Long-tail Recognition via Reflective Learning
QiHao Zhao
Yalun Dai
Shen Lin
Wei Hu
Fan Zhang
Jun Liu
122
2
0
17 Jul 2024
Adaptive Parametric Activation
Adaptive Parametric Activation
Konstantinos Panagiotis Alexandridis
Jiankang Deng
Anh Nguyen
Shan Luo
110
6
0
11 Jul 2024
Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI
Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI
Yinsong Xu
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
Music Era Recognition Using Supervised Contrastive Learning and Artist Information
Qiqi He
Xuchen Song
Weituo Hao
Ju-Chiang Wang
Fan Zhang
Wei Li
74
0
0
07 Jul 2024
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation
Haolin Pan
Yong Guo
Mianjie Yu
Jian Chen
152
10
0
06 Jul 2024
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification
Tianyunxi Wei
Yijin Huang
Li Lin
Pujin Cheng
Sirui Li
Xiaoying Tang
115
1
0
16 Jun 2024
SMCL: Saliency Masked Contrastive Learning for Long-tailed Recognition
SMCL: Saliency Masked Contrastive Learning for Long-tailed Recognition
Sanglee Park
Seung-won Hwang
Jungmin So
102
0
0
04 Jun 2024
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information
Qi Lai
Chi-Man Vong
98
1
0
08 May 2024
CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning
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
AAML
157
15
0
24 Apr 2024
Deep Learning-Based Out-of-distribution Source Code Data Identification: How Far Have We Gone?
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
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
10
0
03 Apr 2024
ConGeo: Robust Cross-view Geo-localization across Ground View Variations
ConGeo: Robust Cross-view Geo-localization across Ground View Variations
Li Mi
Chang Xu
J. Castillo-Navarro
Syrielle Montariol
Wen Yang
Antoine Bosselut
D. Tuia
ObjD
102
12
0
20 Mar 2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning
Hyuck Lee
Heeyoung Kim
137
6
0
15 Mar 2024
Probabilistic Contrastive Learning for Long-Tailed Visual Recognition
Probabilistic Contrastive Learning for Long-Tailed Visual Recognition
Chaoqun Du
Yulin Wang
Shiji Song
Gao Huang
153
46
0
11 Mar 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content
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
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
SURE: SUrvey REcipes for building reliable and robust deep networks
Yuting Li
Yingyi Chen
Xuanlong Yu
Dexiong Chen
Xi Shen
UQCVOOD
127
7
0
01 Mar 2024
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions
Kelsey Lieberman
Shuai Yuan
Swarna Kamlam Ravindran
Carlo Tomasi
129
0
0
08 Feb 2024
Reviving Undersampling for Long-Tailed Learning
Reviving Undersampling for Long-Tailed Learning
Hao Yu
Yingxiao Du
Jianxin Wu
123
4
0
30 Jan 2024
Time-Series Contrastive Learning against False Negatives and Class Imbalance
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
Long-Tail Learning with Rebalanced Contrastive Loss
Charika De Alvis
Dishanika Denipitiyage
Suranga Seneviratne
135
2
0
04 Dec 2023
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification
Jiahuan Yan
Haojun Gao
Zhang Kai
Weize Liu
Benlin Liu
Jian Wu
Jintai Chen
98
4
0
28 Nov 2023
HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature Embedding
HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature Embedding
Z. Gong
Xian Zhou
Wen Yao
Xiaohu Zheng
Ping Zhong
69
6
0
25 Nov 2023
Uncertainty-guided Boundary Learning for Imbalanced Social Event Detection
Uncertainty-guided Boundary Learning for Imbalanced Social Event Detection
Jiaqian Ren
Hao Peng
Lei Jiang
Zhiwei Liu
Jia Wu
Zhengtao Yu
Phillp S. Yu
128
16
0
30 Oct 2023
Learning with Noisy Labels Using Collaborative Sample Selection and Contrastive Semi-Supervised Learning
Learning with Noisy Labels Using Collaborative Sample Selection and Contrastive Semi-Supervised Learning
Qing Miao
Xiaohe Wu
Chao Xu
Yanli Ji
Wangmeng Zuo
Yiwen Guo
Zhaopeng Meng
NoLa
128
6
0
24 Oct 2023
Survey on Imbalanced Data, Representation Learning and SEP Forecasting
Survey on Imbalanced Data, Representation Learning and SEP Forecasting
Josias Moukpe
AI4TS
152
0
0
11 Oct 2023
A dual-branch model with inter- and intra-branch contrastive loss for long-tailed recognition
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
16
0
28 Sep 2023
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts
Jiang-Xin Shi
Tong Wei
Zhi Zhou
Jiejing Shao
Xin-Yan Han
Yu-Feng Li
203
53
0
18 Sep 2023
ConR: Contrastive Regularizer for Deep Imbalanced Regression
ConR: Contrastive Regularizer for Deep Imbalanced Regression
Mahsa Keramati
Lili Meng
R. D. Evans
190
14
0
13 Sep 2023
Dual Compensation Residual Networks for Class Imbalanced Learning
Dual Compensation Residual Networks for Class Imbalanced Learning
Rui Hou
Hong Chang
Bingpeng Ma
Shiguang Shan
Xilin Chen
125
6
0
25 Aug 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition
QiHao Zhao
Chen Jiang
Wei Hu
Fangying Zhang
Jun Liu
97
18
0
19 Aug 2023
Improved Region Proposal Network for Enhanced Few-Shot Object Detection
Improved Region Proposal Network for Enhanced Few-Shot Object Detection
Zeyu Shangguan
Mohammad Rostami
ObjD
147
15
0
15 Aug 2023
Ensemble Modeling for Multimodal Visual Action Recognition
Ensemble Modeling for Multimodal Visual Action Recognition
Jyoti Kini
Sarah Fleischer
I. Dave
M. Shah
159
1
0
10 Aug 2023

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