{"total":38,"rows":[{"id":"2408.00483","title":"A Systematic Review on Long-Tailed Learning","created":"2024-08-01","cited_by_count":28,"area":null},{"id":"2312.08939","title":"EAT: Towards Long-Tailed Out-of-Distribution Detection","created":"2023-12-14","cited_by_count":16,"area":null},{"id":"2403.10073","title":"Revisiting Adversarial Training under Long-Tailed Distributions","created":"2024-03-15","cited_by_count":13,"area":null},{"id":"2502.08960","title":"A Comprehensive Survey on Imbalanced Data Learning","created":"2025-02-13","cited_by_count":10,"area":null},{"id":"2403.05810","title":"Recurrent Aligned Network for Generalized Pedestrian Trajectory Prediction","created":"2024-03-09","cited_by_count":9,"area":null},{"id":"2408.14506","title":"Distilling Long-tailed Datasets","created":"2024-08-24","cited_by_count":9,"area":null},{"id":"2412.15477","title":"Difficulty-aware Balancing Margin Loss for Long-tailed Recognition","created":"2024-12-20","cited_by_count":9,"area":null},{"id":"2403.00543","title":"SURE: SUrvey REcipes for building reliable and robust deep networks","created":"2024-03-01","cited_by_count":8,"area":null},{"id":"2310.16499","title":"Data Optimization in Deep Learning: A Survey","created":"2023-10-25","cited_by_count":6,"area":null},{"id":"2404.01179","title":"BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning","created":"2024-04-01","cited_by_count":6,"area":null},{"id":"2407.12312","title":"Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition","created":"2024-07-17","cited_by_count":5,"area":null},{"id":"2408.14358","title":"An Embedding is Worth a Thousand Noisy Labels","created":"2024-08-26","cited_by_count":5,"area":null},{"id":"2508.17232","title":"Curvature Learning for Generalization of Hyperbolic Neural Networks","created":"2025-08-24","cited_by_count":4,"area":null},{"id":"2408.07253","title":"All-around Neural Collapse for Imbalanced Classification","created":"2024-08-14","cited_by_count":3,"area":null},{"id":"2511.18858","title":"Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling","created":"2025-11-24","cited_by_count":3,"area":null},{"id":"2307.02245","title":"Set Learning for Accurate and Calibrated Models","created":"2023-07-05","cited_by_count":2,"area":null},{"id":"2412.16540","title":"Prior2Posterior: Model Prior Correction for Long-Tailed Learning","created":"2024-12-21","cited_by_count":2,"area":null},{"id":"2505.08173","title":"Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification","created":"2025-05-13","cited_by_count":2,"area":null},{"id":"2512.07844","title":"Space Alignment Matters: The Missing Piece for Inducing Neural Collapse in Long-Tailed Learning","created":"2025-11-25","cited_by_count":2,"area":null},{"id":"2507.22568","title":"Subtyping Breast Lesions via Generative Augmentation based Long-tailed Recognition in Ultrasound","created":"2025-07-30","cited_by_count":1,"area":null},{"id":"2509.01804","title":"Mixture of Balanced Information Bottlenecks for Long-Tailed Visual Recognition","created":"2025-09-01","cited_by_count":1,"area":null},{"id":"2602.05162","title":"SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition","created":"2026-02-05","cited_by_count":1,"area":null},{"id":"2602.09506","title":"Equilibrium contrastive learning for imbalanced image classification","created":"2026-02-10","cited_by_count":1,"area":null},{"id":"2605.10183","title":"Fix the Loss, Not the Radius: Rethinking the Adversarial Perturbation of Sharpness-Aware Minimization","created":"2026-05-11","cited_by_count":1,"area":null},{"id":"2308.08638","title":"Fair GANs through model rebalancing for extremely imbalanced class distributions","created":"2023-08-16","cited_by_count":0,"area":null},{"id":"2402.05400","title":"Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions","created":"2024-02-08","cited_by_count":0,"area":null},{"id":"2408.16273","title":"SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models","created":"2024-08-29","cited_by_count":0,"area":null},{"id":"2410.03588","title":"Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification","created":"2024-10-04","cited_by_count":0,"area":null},{"id":"2410.10548","title":"RICASSO: Reinforced Imbalance Learning with Class-Aware Self-Supervised Outliers Exposure","created":"2024-10-14","cited_by_count":0,"area":null},{"id":"2502.16948","title":"Deep Minimax Classifiers for Imbalanced Datasets with a Small Number of Minority Samples","created":"2025-02-24","cited_by_count":0,"area":null},{"id":"2506.00625","title":"PI-H2T: Enhancing Long-Tailed Visual Recognition with Permutation-Invariant and Head-to-Tail Feature Fusion","created":"2025-05-31","cited_by_count":0,"area":null},{"id":"2511.10475","title":"Intrinsic Dimensionality as a Model-Free Measure of Class Imbalance","created":"2025-11-13","cited_by_count":0,"area":null},{"id":"2605.02183","title":"Manifold-Constrained Adversarial Training for Long-Tailed Robustness via Geometric Alignment","created":"2026-05-04","cited_by_count":0,"area":null},{"id":"2605.10047","title":"Rethinking Loss Reweighting for Imbalance Learning as an Inverse Problem: A Neural Collapse Point of View","created":"2026-05-11","cited_by_count":0,"area":null},{"id":"2606.02526","title":"Why Not Hyperparameter-Friendly Optimisation? A Monotonic Adaptive Norm Rescaling Approach For Long-Tailed Recognition","created":"2026-06-01","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},{"id":"2607.09832","title":"A Strong Balanced-Softmax Classifier-Retraining Baseline for Long-Tailed Recognition","created":"2026-07-10","cited_by_count":0,"area":null},{"id":"2609.04948","title":"VICAL: Vicinal Consistency Alignment for Long-Tailed Visual Recognition","created":"2026-09-04","cited_by_count":0,"area":null}],"next_cursor":null}