{"total":53,"rows":[{"id":"2110.04596","title":"Deep Long-Tailed Learning: A Survey","created":"2021-10-09","cited_by_count":417,"area":null},{"id":"2110.05025","title":"Self-supervised Learning is More Robust to Dataset Imbalance","created":"2021-10-11","cited_by_count":123,"area":null},{"id":"2107.09249","title":"Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition","created":"2021-07-20","cited_by_count":95,"area":null},{"id":"2203.16427","title":"Balanced MSE for Imbalanced Visual Regression","created":"2022-03-30","cited_by_count":89,"area":null},{"id":"2205.15236","title":"RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression","created":"2022-05-30","cited_by_count":52,"area":null},{"id":"2206.12917","title":"TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification","created":"2022-06-26","cited_by_count":41,"area":null},{"id":"2107.02170","title":"On Model Calibration for Long-Tailed Object Detection and Instance Segmentation","created":"2021-07-05","cited_by_count":39,"area":null},{"id":"2302.01094","title":"Confidence and Dispersity Speak: Characterising Prediction Matrix for Unsupervised Accuracy Estimation","created":"2023-02-02","cited_by_count":22,"area":null},{"id":"2302.05080","title":"Long-Tailed Partial Label Learning via Dynamic Rebalancing","created":"2023-02-10","cited_by_count":22,"area":null},{"id":"2304.01143","title":"Use Your Head: Improving Long-Tail Video Recognition","created":"2023-04-03","cited_by_count":22,"area":null},{"id":"2102.12894","title":"Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes","created":"2021-02-21","cited_by_count":19,"area":null},{"id":"2106.14917","title":"Striking the Right Balance: Recall Loss for Semantic Segmentation","created":"2021-06-28","cited_by_count":19,"area":null},{"id":"2309.06651","title":"ConR: Contrastive Regularizer for Deep Imbalanced Regression","created":"2023-09-13","cited_by_count":19,"area":null},{"id":"2502.10381","title":"Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data","created":"2025-02-14","cited_by_count":15,"area":null},{"id":"2305.12087","title":"Semi-Supervised Graph Imbalanced Regression","created":"2023-05-20","cited_by_count":14,"area":null},{"id":"2404.04517","title":"Latent-based Diffusion Model for Long-tailed Recognition","created":"2024-04-06","cited_by_count":14,"area":"diffusion"},{"id":"2310.18765","title":"Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition","created":"2023-10-28","cited_by_count":13,"area":null},{"id":"2503.01900","title":"LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection","created":"2025-02-28","cited_by_count":11,"area":null},{"id":"2305.10886","title":"Minimum-Risk Recalibration of Classifiers","created":"2023-05-18","cited_by_count":10,"area":null},{"id":"2502.08960","title":"A Comprehensive Survey on Imbalanced Data Learning","created":"2025-02-13","cited_by_count":10,"area":null},{"id":"2304.00101","title":"SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail","created":"2023-03-31","cited_by_count":9,"area":null},{"id":"2512.23947","title":"Improved Balanced Classification with Theoretically Grounded Loss Functions","created":"2025-12-30","cited_by_count":9,"area":null},{"id":"2410.14970","title":"Taming the Long Tail in Human Mobility Prediction","created":"2024-10-19","cited_by_count":8,"area":null},{"id":"2402.10821","title":"Training Class-Imbalanced Diffusion Model Via Overlap Optimization","created":"2024-02-16","cited_by_count":6,"area":"diffusion"},{"id":"2405.19789","title":"Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning","created":"2024-05-30","cited_by_count":5,"area":null},{"id":"2206.05749","title":"Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms","created":"2022-06-12","cited_by_count":4,"area":null},{"id":"2208.09130","title":"Personalizing Intervened Network for Long-tailed Sequential User Behavior Modeling","created":"2022-08-19","cited_by_count":4,"area":null},{"id":"2408.10537","title":"Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation","created":"2024-08-20","cited_by_count":4,"area":null},{"id":"2303.06314","title":"Stabilizing and Improving Federated Learning with Non-IID Data and Client Dropout","created":"2023-03-11","cited_by_count":3,"area":null},{"id":"2404.05111","title":"Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation","created":"2024-04-08","cited_by_count":3,"area":null},{"id":"2411.15216","title":"Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint","created":"2024-11-20","cited_by_count":3,"area":null},{"id":"2505.19965","title":"Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction","created":"2025-05-26","cited_by_count":3,"area":null},{"id":"2208.00974","title":"Information Gain Sampling for Active Learning in Medical Image Classification","created":"2022-08-01","cited_by_count":2,"area":null},{"id":"2210.00136","title":"IMB-NAS: Neural Architecture Search for Imbalanced Datasets","created":"2022-09-30","cited_by_count":2,"area":null},{"id":"2310.01583","title":"An Investigation of Representation and Allocation Harms in Contrastive Learning","created":"2023-10-02","cited_by_count":2,"area":null},{"id":"2405.13699","title":"Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected Anomaly Posterior","created":"2024-05-22","cited_by_count":2,"area":null},{"id":"2504.10852","title":"Enhancing Features in Long-tailed Data Using Large Vision Model","created":"2025-04-15","cited_by_count":2,"area":"mllm"},{"id":"2604.27723","title":"Optimized Deferral for Imbalanced Settings","created":"2026-04-30","cited_by_count":2,"area":null},{"id":"2203.06215","title":"Can I see an Example? Active Learning the Long Tail of Attributes and Relations","created":"2022-03-11","cited_by_count":1,"area":null},{"id":"2304.00049","title":"Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate","created":"2023-03-31","cited_by_count":1,"area":null},{"id":"2406.16972","title":"An Efficient NAS-based Approach for Handling Imbalanced Datasets","created":"2024-06-22","cited_by_count":1,"area":null},{"id":"2412.12327","title":"Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression","created":"2024-12-16","cited_by_count":1,"area":null},{"id":"2506.12515","title":"Generalized Category Discovery under the Long-Tailed Distribution","created":"2025-06-14","cited_by_count":1,"area":null},{"id":"2510.02956","title":"Confidence and Dispersity as Signals: Unsupervised Model Evaluation and Ranking","created":"2025-10-03","cited_by_count":1,"area":null},{"id":"2511.04838","title":"SPECTRA: Spectral Domain-Aware Graph Generation for Imbalanced Molecular Property Regression","created":"2025-11-06","cited_by_count":1,"area":null},{"id":"2601.21792","title":"NetMamba+: A Framework of Pre-trained Models for Efficient and Accurate Network Traffic Classification","created":"2026-01-29","cited_by_count":1,"area":null},{"id":"2406.11021","title":"$\\alpha$-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction","created":"2024-06-16","cited_by_count":0,"area":null},{"id":"2407.05370","title":"Imbalanced Semi-Supervised Learning via Label Refinement and Threshold Adjustment","created":"2024-07-07","cited_by_count":0,"area":null},{"id":"2506.07033","title":"Mixture Experts with Test-Time Self-Supervised Aggregation for Tabular Imbalanced Regression","created":"2025-06-08","cited_by_count":0,"area":null},{"id":"2510.20414","title":"Addressing Mark Imbalance in Integration-free Neural Marked Temporal Point Processes","created":"2025-10-23","cited_by_count":0,"area":null},{"id":"2601.21999","title":"Negatives-Dominant Contrastive Learning for Generalization in Imbalanced Domains","created":"2026-01-29","cited_by_count":0,"area":null},{"id":"2602.17853","title":"Neural Prior Estimation: Learning Class Priors from Latent Representations","created":"2026-02-19","cited_by_count":0,"area":null},{"id":"2606.22416","title":"Gen2Balance: Generative Balancing for Long-Tailed Video Action Recognition","created":"2026-06-21","cited_by_count":0,"area":null}],"next_cursor":null}