ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2003.10780
  4. Cited By
Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition
  from a Domain Adaptation Perspective

Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective

Computer Vision and Pattern Recognition (CVPR), 2020
24 March 2020
Muhammad Abdullah Jamal
Matthew A. Brown
Ming-Hsuan Yang
Liqiang Wang
Boqing Gong
ArXiv (abs)PDFHTML

Papers citing "Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective"

50 / 138 papers shown
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
263
4
0
30 Jul 2025
Mixture Experts with Test-Time Self-Supervised Aggregation for Tabular Imbalanced Regression
Mixture Experts with Test-Time Self-Supervised Aggregation for Tabular Imbalanced Regression
Yung-Chien Wang
Kuang-Da Wang
Wei-Yao Wang
Wen-Chih Peng
MoE
273
0
0
08 Jun 2025
IceBerg: Debiased Self-Training for Class-Imbalanced Node Classification
IceBerg: Debiased Self-Training for Class-Imbalanced Node ClassificationThe Web Conference (WWW), 2025
Zhixun Li
Dingshuo Chen
Tong Zhao
Ziyu Zhao
Hongrui Liu
Qing Cui
Jun Zhou
Jeffrey Xu Yu
SSL
439
7
0
10 Feb 2025
Normalizing Batch Normalization for Long-Tailed Recognition
Normalizing Batch Normalization for Long-Tailed RecognitionIEEE Transactions on Image Processing (TIP), 2024
Yuxiang Bao
Guoliang Kang
Linlin Yang
Xiaoyue Duan
Bo Zhao
Baochang Zhang
MQ
310
5
0
06 Jan 2025
Learning De-Biased Representations for Remote-Sensing Imagery
Learning De-Biased Representations for Remote-Sensing ImageryNeural Information Processing Systems (NeurIPS), 2024
Zichen Tian
Zhaozheng Chen
Qianru Sun
232
5
0
06 Oct 2024
Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to
  Overcome Medical Image Long-Tailed Class Imbalance
Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance
Pankhi Kashyap
Pavni Tandon
Sunny Gupta
Abhishek Tiwari
Ritwik Kulkarni
Kshitij Sharad Jadhav
255
2
0
05 Oct 2024
Anisotropic Diffusion Probabilistic Model for Imbalanced Image
  Classification
Anisotropic Diffusion Probabilistic Model for Imbalanced Image Classification
Jingyu Kong
Yuan Guo
Yu Wang
Yuping Duan
DiffMMedIm
262
0
0
22 Sep 2024
LPT++: Efficient Training on Mixture of Long-tailed Experts
LPT++: Efficient Training on Mixture of Long-tailed Experts
Bowen Dong
Pan Zhou
W. Zuo
VLM
279
0
0
17 Sep 2024
Robust Loss Functions for Object Grasping under Limited Ground Truth
Robust Loss Functions for Object Grasping under Limited Ground Truth
Yangfan Deng
Mengyao Zhang
Yong Zhao
NoLa
269
0
0
09 Sep 2024
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study
Tomoyuki Obuchi
Toshiyuki Tanaka
439
2
0
09 Sep 2024
Covariance-corrected Whitening Alleviates Network Degeneration on
  Imbalanced Classification
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification
Zhiwei Zhang
227
1
0
30 Aug 2024
Learning from Noisy Labels for Long-tailed Data via Optimal Transport
Learning from Noisy Labels for Long-tailed Data via Optimal TransportInternational Conference on Neural Information Processing (ICONIP), 2024
Mengting Li
Chuang Zhu
288
0
0
07 Aug 2024
A Systematic Review on Long-Tailed Learning
A Systematic Review on Long-Tailed LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Chongsheng Zhang
G. Almpanidis
Gaojuan Fan
Binquan Deng
Yanbo Zhang
Ji Liu
Aouaidjia Kamel
Paolo Soda
Joao Gama
522
40
0
01 Aug 2024
Non-parametric regularization for class imbalance federated medical
  image classification
Non-parametric regularization for class imbalance federated medical image classification
Jeffry Wicaksana
Zengqiang Yan
Kwang-Ting Cheng
FedML
240
3
0
17 Jul 2024
SCALA: Split Federated Learning with Concatenated Activations and Logit Adjustments
SCALA: Split Federated Learning with Concatenated Activations and Logit Adjustments
Jiarong Yang
Yuan Liu
FedML
339
3
0
08 May 2024
Boosting Model Resilience via Implicit Adversarial Data Augmentation
Boosting Model Resilience via Implicit Adversarial Data Augmentation
Xiaoling Zhou
Wei Ye
Zhemg Lee
Rui Xie
Shi-Bo Zhang
350
7
0
25 Apr 2024
MAP: Model Aggregation and Personalization in Federated Learning with
  Incomplete Classes
MAP: Model Aggregation and Personalization in Federated Learning with Incomplete Classes
Xin-Chun Li
Shaoming Song
Yinchuan Li
Bingshuai Li
Yunfeng Shao
Yang Yang
De-Chuan Zhan
FedML
256
16
0
14 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 DatasetsComputer Vision and Pattern Recognition (CVPR), 2024
Harsh Rangwani
Pradipto Mondal
Mayank Mishra
Ashish Ramayee Asokan
R. V. Babu
254
22
0
03 Apr 2024
Learning from Reduced Labels for Long-Tailed Data
Learning from Reduced Labels for Long-Tailed Data
Meng Wei
Zhongnian Li
Yong Zhou
Xinzheng Xu
275
4
0
25 Mar 2024
Accurately Predicting Probabilities of Safety-Critical Rare Events for
  Intelligent Systems
Accurately Predicting Probabilities of Safety-Critical Rare Events for Intelligent Systems
Ruoxuan Bai
Jingxuan Yang
Weiduo Gong
Yi Zhang
Qiujing Lu
Shuo Feng
417
5
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
383
14
0
15 Mar 2024
Rethinking the Starting Point: Collaborative Pre-Training for Federated
  Downstream Tasks
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks
Yun-Wei Chu
Dong-Jun Han
Seyyedali Hosseinalipour
Christopher G. Brinton
AI4CEFedML
354
1
0
03 Feb 2024
Geometric Prior Guided Feature Representation Learning for Long-Tailed
  Classification
Geometric Prior Guided Feature Representation Learning for Long-Tailed ClassificationInternational Journal of Computer Vision (IJCV), 2024
Yanbiao Ma
Licheng Jiao
Fan Liu
Shuyuan Yang
Xu Liu
Puhua Chen
252
23
0
21 Jan 2024
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View PerceptionEuropean Conference on Computer Vision (ECCV), 2024
Kai Jiang
Jiaxing Huang
Weiying Xie
Yunsong Li
Ling Shao
Shijian Lu
387
6
0
13 Jan 2024
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic
  Segmentation
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation
Xiawei Li
Qingyuan Xu
Jing Zhang
Tianyi Zhang
Qian Yu
Lu Sheng
Dong Xu
392
7
0
27 Dec 2023
EAT: Towards Long-Tailed Out-of-Distribution Detection
EAT: Towards Long-Tailed Out-of-Distribution DetectionAAAI Conference on Artificial Intelligence (AAAI), 2023
Tong Wei
Bo-Lin Wang
Min-Ling Zhang
OODD
345
20
0
14 Dec 2023
Class Uncertainty: A Measure to Mitigate Class Imbalance
Class Uncertainty: A Measure to Mitigate Class Imbalance
Z. S. Baltaci
K. Oksuz
S. Kuzucu
K. Tezoren
B. K. Konar
A. Ozkan
Emre Akbas
Sinan Kalkan
556
6
0
23 Nov 2023
Improving the Effectiveness of Deep Generative Data
Improving the Effectiveness of Deep Generative DataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Ruyu Wang
Sabrina Schmedding
Marco F. Huber
DiffM
359
4
0
07 Nov 2023
Long-Tailed Learning as Multi-Objective Optimization
Long-Tailed Learning as Multi-Objective OptimizationAAAI Conference on Artificial Intelligence (AAAI), 2023
Weiqi Li
Fan Lyu
Fanhua Shang
Liang Wan
Wei Feng
384
6
0
31 Oct 2023
Group Robust Classification Without Any Group Information
Group Robust Classification Without Any Group InformationNeural Information Processing Systems (NeurIPS), 2023
Christos Tsirigotis
João Monteiro
Pau Rodríguez
David Vazquez
Aaron Courville
OOD
320
26
0
28 Oct 2023
Invariant Feature Regularization for Fair Face Recognition
Invariant Feature Regularization for Fair Face RecognitionIEEE International Conference on Computer Vision (ICCV), 2023
Jiali Ma
Zhongqi Yue
Tomoyuki Kagaya
Tomoki Suzuki
J. Karlekar
Sugiri Pranata
Hanwang Zhang
366
15
0
23 Oct 2023
Long-Tailed Classification Based on Coarse-Grained Leading Forest and
  Multi-Center Loss
Long-Tailed Classification Based on Coarse-Grained Leading Forest and Multi-Center LossIEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023
Jinye Yang
Ji Xu
Di Wu
Jianhang Tang
Shaobo Li
Guoyin Wang
318
3
0
12 Oct 2023
Towards Distribution-Agnostic Generalized Category Discovery
Towards Distribution-Agnostic Generalized Category DiscoveryNeural Information Processing Systems (NeurIPS), 2023
Jianhong Bai
Zuo-Qiang Liu
Hualiang Wang
Ruizhe Chen
Lianrui Mu
Xiaomeng Li
Qiufeng Wang
Yang Feng
Jian Wu
Haoji Hu
481
21
0
02 Oct 2023
Ensemble Modeling for Multimodal Visual Action Recognition
Ensemble Modeling for Multimodal Visual Action Recognition
Jyoti Kini
Sarah Fleischer
I. Dave
M. Shah
385
1
0
10 Aug 2023
Unbiased Scene Graph Generation via Two-stage Causal Modeling
Unbiased Scene Graph Generation via Two-stage Causal ModelingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Shuzhou Sun
Shuaifeng Zhi
Qing Liao
J. Heikkilä
Tianpeng Liu
CML
385
55
0
11 Jul 2023
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual RecognitionIEEE Transactions on Image Processing (IEEE TIP), 2023
Chao Liang
Zongxin Yang
Linchao Zhu
Yezhou Yang
NoLa
199
14
0
03 Jul 2023
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition
NCL++: Nested Collaborative Learning for Long-Tailed Visual RecognitionPattern Recognition (Pattern Recogn.), 2023
Zichang Tan
Jun Yu Li
Jinhao Du
Jun Wan
Zhen Lei
Guodong Guo
VLM
478
34
0
29 Jun 2023
On The Relationship Between Continual Learning and Long-Tailed Recognition
On The Relationship Between Continual Learning and Long-Tailed Recognition
Mahdiyar Molahasani
Michael A. Greenspan
Ali Etemad
186
2
0
23 Jun 2023
Fill-Up: Balancing Long-Tailed Data with Generative Models
Fill-Up: Balancing Long-Tailed Data with Generative Models
Joonghyuk Shin
Minguk Kang
Jaesik Park
327
41
0
12 Jun 2023
On the Effectiveness of Out-of-Distribution Data in Self-Supervised
  Long-Tail Learning
On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail LearningInternational Conference on Learning Representations (ICLR), 2023
Jianhong Bai
Zuozhu Liu
Hualiang Wang
Jinxiang Hao
Yang Feng
Huanpeng Chu
Haoji Hu
OODD
346
29
0
08 Jun 2023
EmotionGesture: Audio-Driven Diverse Emotional Co-Speech 3D Gesture
  Generation
EmotionGesture: Audio-Driven Diverse Emotional Co-Speech 3D Gesture GenerationIEEE transactions on multimedia (IEEE TMM), 2023
Xingqun Qi
Chen Liu
Lincheng Li
Jie Hou
Haoran Xin
Xin Yu
SLR
397
50
0
30 May 2023
Can We Evaluate Domain Adaptation Models Without Target-Domain Labels?
Can We Evaluate Domain Adaptation Models Without Target-Domain Labels?International Conference on Learning Representations (ICLR), 2023
Jianfei Yang
Hanjie Qian
Yuecong Xu
Kai Wang
Lihua Xie
370
15
0
30 May 2023
Rethinking Class Imbalance in Machine Learning
Rethinking Class Imbalance in Machine Learning
Ou Wu
279
13
0
06 May 2023
Towards Effective Collaborative Learning in Long-Tailed Recognition
Towards Effective Collaborative Learning in Long-Tailed RecognitionIEEE transactions on multimedia (IEEE TMM), 2023
Zhengzhuo Xu
Runnan Li
Chengying Xu
Chun Yuan
Haiqin Yang
239
13
0
05 May 2023
FCA: Taming Long-tailed Federated Medical Image Classification by
  Classifier Anchoring
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier Anchoring
Jeffry Wicaksana
Zengqiang Yan
Kwang-Ting Cheng
FedML
329
6
0
01 May 2023
Transfer Knowledge from Head to Tail: Uncertainty Calibration under
  Long-tailed Distribution
Transfer Knowledge from Head to Tail: Uncertainty Calibration under Long-tailed DistributionComputer Vision and Pattern Recognition (CVPR), 2023
Jiahao Chen
Bingyue Su
254
27
0
13 Apr 2023
Propheter: Prophetic Teacher Guided Long-Tailed Distribution Learning
Propheter: Prophetic Teacher Guided Long-Tailed Distribution LearningInternational Conference on Neural Information Processing (ICONIP), 2023
Wenxiang Xu
Lin Chen
Linyun Zhou
Jie Lei
Lechao Cheng
Zunlei Feng
Min-Gyoo Song
333
1
0
09 Apr 2023
Exploring Vision-Language Models for Imbalanced Learning
Exploring Vision-Language Models for Imbalanced LearningInternational Journal of Computer Vision (IJCV), 2023
Yidong Wang
Zhuohao Yu
Yongfeng Zhang
Qiang Heng
Haoxing Chen
Wei Ye
Rui Xie
Xingxu Xie
Shi-Bo Zhang
VLM
407
56
0
04 Apr 2023
Use Your Head: Improving Long-Tail Video Recognition
Use Your Head: Improving Long-Tail Video RecognitionComputer Vision and Pattern Recognition (CVPR), 2023
Toby Perrett
Saptarshi Sinha
T. Burghardt
Majid Mirmehdi
Dima Damen
285
24
0
03 Apr 2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-TailComputer Vision and Pattern Recognition (CVPR), 2023
Yingjun Du
Jiayi Shen
Xiantong Zhen
Cees G. M. Snoek
579
18
0
31 Mar 2023
123
Next
Page 1 of 3