{"total":22,"rows":[{"id":"2212.01433","title":"Avoiding spurious correlations via logit correction","created":"2022-12-02","cited_by_count":32,"area":null},{"id":"2310.18555","title":"Group Robust Classification Without Any Group Information","created":"2023-10-28","cited_by_count":25,"area":null},{"id":"2307.05276","title":"Unbiased Scene Graph Generation via Two-stage Causal Modeling","created":"2023-07-11","cited_by_count":21,"area":null},{"id":"2412.07684","title":"The Pitfalls of Memorization: When Memorization Hurts Generalization","created":"2024-12-10","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":"2107.04641","title":"Training Over-parameterized Models with Non-decomposable Objectives","created":"2021-07-09","cited_by_count":11,"area":null},{"id":"2404.15593","title":"A Survey of Deep Long-Tail Classification Advancements","created":"2024-04-24","cited_by_count":11,"area":null},{"id":"2204.13208","title":"ELM: Embedding and Logit Margins for Long-Tail Learning","created":"2022-04-27","cited_by_count":10,"area":null},{"id":"2308.01698","title":"Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning","created":"2023-08-03","cited_by_count":10,"area":null},{"id":"2403.10391","title":"CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning","created":"2024-03-15","cited_by_count":10,"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":"2305.18294","title":"Transformer Language Models Handle Word Frequency in Prediction Head","created":"2023-05-29","cited_by_count":8,"area":null},{"id":"2204.11822","title":"Zero-Shot Logit Adjustment","created":"2022-04-25","cited_by_count":7,"area":null},{"id":"2210.03092","title":"Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification","created":"2022-10-06","cited_by_count":7,"area":null},{"id":"2410.01305","title":"Revisiting Hierarchical Text Classification: Inference and Metrics","created":"2024-10-02","cited_by_count":7,"area":null},{"id":"2406.00606","title":"LLMs Could Autonomously Learn Without External Supervision","created":"2024-06-02","cited_by_count":6,"area":null},{"id":"2311.06460","title":"Online Continual Learning via Logit Adjusted Softmax","created":"2023-11-11","cited_by_count":5,"area":null},{"id":"2206.14853","title":"Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale","created":"2022-06-29","cited_by_count":4,"area":null},{"id":"2408.09919","title":"Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit Adjustment","created":"2024-08-19","cited_by_count":3,"area":null},{"id":"2407.09849","title":"Text-Based Detection of On-Hold Scripts in Contact Center Calls","created":"2024-07-13","cited_by_count":1,"area":null},{"id":"2308.15405","title":"Robust Long-Tailed Learning via Label-Aware Bounded CVaR","created":"2023-08-29","cited_by_count":0,"area":null},{"id":"2503.18358","title":"Cost-Sensitive Learning for Long-Tailed Temporal Action Segmentation","created":"2025-03-24","cited_by_count":0,"area":null}],"next_cursor":null}