Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1906.07413
Cited By
v1
v2 (latest)
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
Neural Information Processing Systems (NeurIPS), 2019
18 June 2019
Kaidi Cao
Colin Wei
Adrien Gaidon
Nikos Arechiga
Tengyu Ma
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss"
50 / 879 papers shown
Contrastive Conditional-Unconditional Alignment for Long-tailed Diffusion Model
Fang Chen
Alex Villa
Gongbo Liang
Xiaoyi Lu
Meng Tang
169
1
0
11 Jul 2025
Transferable Parasitic Estimation via Graph Contrastive Learning and Label Rebalancing in AMS Circuits
Shan Shen
Shenglu Hua
Jiajun Zou
Jiawei Liu
Jianwang Zhai
Chuan Shi
Wenjian Yu
318
0
0
09 Jul 2025
SP
2
^2
2
OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering
Chuyu Zhang
Hui Ren
Xuming He
OT
341
1
0
01 Jul 2025
Compositional Attribute Imbalance in Vision Datasets
Jiayi Chen
Yanbiao Ma
Andi Zhang
Weidong Tang
Wei-Ming Dai
Bowei Liu
CoGe
186
1
0
17 Jun 2025
Generalized Category Discovery under the Long-Tailed Distribution
Bingchen Zhao
Kai Han
336
1
0
14 Jun 2025
Biologically Inspired Deep Learning Approaches for Fetal Ultrasound Image Classification
Rinat Prochii
Elizaveta Dakhova
Pavel Birulin
Maxim Sharaev
83
0
0
10 Jun 2025
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
156
0
0
08 Jun 2025
Long-Tailed Learning for Generalized Category Discovery
Cuong Manh Hoang
203
0
0
08 Jun 2025
Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Zhecheng Sheng
Xiruo Ding
Brian Hur
Changye Li
Trevor Cohen
Serguei V. S. Pakhomov
159
0
0
05 Jun 2025
Tuning the Right Foundation Models is What you Need for Partial Label Learning
Kuang He
Wei Tang
Tong Wei
Min Zhang
VLM
272
2
0
05 Jun 2025
Synthetic Data Augmentation using Pre-trained Diffusion Models for Long-tailed Food Image Classification
GaYeon Koh
Hyun-Jic Oh
Jeonghyun Noh
Won-Ki Jeong
DiffM
230
2
0
02 Jun 2025
Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion
Mengke Li
Zhikai Hu
Yang Lu
Weichao Lan
Yiu-ming Cheung
Hui Huang
154
0
0
31 May 2025
DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification
Youssef Mohamed
Noran Mohamed
Khaled Abouhashad
Feilong Tang
Sara Atito
Shoaib Jameel
Imran Razzak
A. Zaky
171
2
0
29 May 2025
Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning
Dionysis Christopoulos
Sotiris Spanos
Eirini Baltzi
Valsamis Ntouskos
Konstantinos Karantzalos
224
1
0
29 May 2025
Progressive Data Dropout: An Embarrassingly Simple Approach to Faster Training
S. Srinivasan
Xinyue Hao
Shihao Hou
Yang Lu
Laura Sevilla-Lara
Anurag Arnab
Shreyank N Gowda
240
1
0
28 May 2025
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
Huan Wang
Haoran Li
H. Chen
Jun Yan
Lijuan Wang
Jiahua Shi
Shiping Chen
Jun Shen
FedML
255
0
0
25 May 2025
MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images
Han Li
Hu Han
S.Kevin Zhou
267
0
0
24 May 2025
A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning
Yaxin Hou
Yuheng Jia
369
2
0
22 May 2025
Mitigating Spurious Correlations with Causal Logit Perturbation
Information Sciences (Inf. Sci.), 2025
Xiaoling Zhou
Wei Ye
Rui Xie
Shikun Zhang
CML
272
0
0
21 May 2025
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation
Yixuan Dong
Fang-Yi Su
Jung-Hsien Chiang
DiffM
231
0
0
17 May 2025
FRET: Feature Redundancy Elimination for Test Time Adaptation
Linjing You
Jiabao Lu
Xiayuan Huang
Xiangli Nie
338
1
0
15 May 2025
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Xiaoshuo Yan
Zerui Li
Lei Meng
Zhuang Qi
Wei Wu
Zixuan Li
Xiangxu Meng
CML
BDL
310
2
0
13 May 2025
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification
Sicong Li
Qianqian Xu
Zhiyong Yang
Zitai Wang
Li Zhang
Xiaochun Cao
Qingming Huang
408
4
0
03 May 2025
What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift
Jiamin Chang
Haoyang Li
Hammond Pearce
Ruoxi Sun
Yue Liu
Minhui Xue
320
0
0
28 Apr 2025
Dynamic Graph-Like Learning with Contrastive Clustering on Temporally-Factored Ship Motion Data for Imbalanced Sea State Estimation in Autonomous Vessel
Kexin Wang
Mengna Liu
Xu Cheng
Fan Shi
Shanshan Qi
Shengyong Chen
216
0
0
21 Apr 2025
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning
Jiang-Xin Shi
Tong Wei
Yu-Feng Li
213
2
0
17 Apr 2025
Representation Learning for Tabular Data: A Comprehensive Survey
Jun-Peng Jiang
Si-Yang Liu
Hao-Run Cai
Qile Zhou
Han-Jia Ye
LMTD
375
17
0
17 Apr 2025
Balancing Two Classifiers via A Simplex ETF Structure for Model Calibration
Computer Vision and Pattern Recognition (CVPR), 2025
Jiani Ni
He Zhao
Jintong Gao
Dandan Guo
H. Zha
203
1
0
14 Apr 2025
LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing
AAAI Conference on Artificial Intelligence (AAAI), 2025
Weiwei Xing
Yue Cheng
Hongzhu Yi
Xiaohui Gao
Xiang Wei
Xiaoyu Guo
Yuming Zhang
Xinyu Pang
BDL
205
1
0
09 Apr 2025
Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds
International Conference on Learning Representations (ICLR), 2025
Michael-Andrei Panaitescu-Liess
Yigitcan Kaya
Sicheng Zhu
Furong Huang
Tudor Dumitras
AAML
274
0
0
02 Apr 2025
FIESTA: Fisher Information-based Efficient Selective Test-time Adaptation
Mohammadmahdi Honarmand
O. Mutlu
Parnian Azizian
Saimourya Surabhi
Dennis Paul Wall
TTA
267
0
0
29 Mar 2025
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring
Abdoulaye Sakho
Emmanuel Malherbe
Carl-Erik Gauthier
Erwan Scornet
153
2
0
26 Mar 2025
Cost-Sensitive Learning for Long-Tailed Temporal Action Segmentation
British Machine Vision Conference (BMVC), 2025
Zhanzhong Pang
Fadime Sener
Shrinivas Ramasubramanian
Angela Yao
470
1
0
24 Mar 2025
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning
Computer Vision and Pattern Recognition (CVPR), 2025
Ziang Li
Hongguang Zhang
Juan Wang
Meihui Chen
Hongxin Hu
Wenzhe Yi
Xiaoyang Xu
Mengda Yang
Chenjun Ma
391
3
0
20 Mar 2025
Classifying Long-tailed and Label-noise Data via Disentangling and Unlearning
Chen Shu
Mengke Li
Yiqun Zhang
Yang Lu
Bo Han
Yiu-ming Cheung
Hanzi Wang
NoLa
293
0
0
14 Mar 2025
Does Prior Data Matter? Exploring Joint Training in the Context of Few-Shot Class-Incremental Learning
Shiwon Kim
Dongjun Hwang
Sungwon Woo
Rita Singh
CLL
393
0
0
13 Mar 2025
Drift-Aware Federated Learning: A Causal Perspective
Yunjie Fang
Sheng Wu
Tao Yang
X. Wu
Bo Hu
FedML
316
1
0
13 Mar 2025
Prototype-based Heterogeneous Federated Learning for Blade Icing Detection in Wind Turbines with Class Imbalanced Data
Lele Qi
Mengna Liu
Xu Cheng
Fan Shi
Xiufeng Liu
Shengyong Chen
205
1
0
11 Mar 2025
CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model
Shihao Hou
Xinyi Shang
Shreyank N Gowda
Yang Lu
Chao-Xiang Wu
Yan Yan
Hanzi Wang
VLM
291
0
0
10 Mar 2025
Long-tailed Adversarial Training with Self-Distillation
International Conference on Learning Representations (ICLR), 2025
Yujin Yang
Hongsin Lee
Changick Kim
AAML
TTA
1.1K
1
0
09 Mar 2025
Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data
Pei-Yau Weng
Minh Hoang
Lam M. Nguyen
My T. Thai
Tsui-Wei Weng
T. Hoang
FedML
371
13
0
27 Feb 2025
Deep Minimax Classifiers for Imbalanced Datasets with a Small Number of Minority Samples
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2025
Hansung Choi
Daewon Seo
230
0
0
24 Feb 2025
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition
Machine Intelligence Research (MIR), 2023
Hongda Liu
Yunlong Wang
Min Ren
Junxing Hu
Zhengquan Luo
Guangqi Hou
Zhe Sun
284
3
0
24 Feb 2025
CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation
Vishal Thengane
Jean Lahoud
Hisham Cholakkal
Rao Muhammad Anwer
L. Yin
Xiatian Zhu
Salman Khan
CLL
1.1K
0
0
24 Feb 2025
TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Liancheng Fang
Aiwei Liu
Hengrui Zhang
Henry Peng Zou
Weizhi Zhang
Philip S. Yu
LMTD
239
3
0
23 Feb 2025
Differentially Private Prototypes for Imbalanced Transfer Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Dariush Wahdany
Matthew Jagielski
Adam Dziedzic
Franziska Boenisch
344
0
0
17 Feb 2025
PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation
Ziyan Wang
Sizhe Wei
Xiaoming Huo
Hao Wang
DiffM
565
1
0
12 Feb 2025
Early Stopping Against Label Noise Without Validation Data
International Conference on Learning Representations (ICLR), 2025
Suqin Yuan
Lei Feng
Tongliang Liu
NoLa
645
31
0
11 Feb 2025
FairDropout: Using Example-Tied Dropout to Enhance Generalization of Minority Groups
Géraldin Nanfack
Eugene Belilovsky
292
2
0
10 Feb 2025
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration
Li Pan
Yupei Zhang
Qiushi Yang
Tan Li
Daming Gao
348
2
0
05 Feb 2025
Previous
1
2
3
4
5
...
16
17
18
Next
Page 2 of 18
Page
of 18
Go