{"total":63,"rows":[{"id":"2309.10019","title":"Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts","created":"2023-09-18","cited_by_count":58,"area":null},{"id":"2403.06726","title":"Probabilistic Contrastive Learning for Long-Tailed Visual Recognition","created":"2024-03-11","cited_by_count":42,"area":null},{"id":"2212.02015","title":"Learning Imbalanced Data with Vision Transformers","created":"2022-12-05","cited_by_count":34,"area":null},{"id":"2306.07200","title":"Fill-Up: Balancing Long-Tailed Data with Generative Models","created":"2023-06-12","cited_by_count":34,"area":null},{"id":"2302.05499","title":"CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition","created":"2023-02-10","cited_by_count":30,"area":null},{"id":"2408.00483","title":"A Systematic Review on Long-Tailed Learning","created":"2024-08-01","cited_by_count":28,"area":null},{"id":"2304.01279","title":"Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation","created":"2023-04-03","cited_by_count":22,"area":"moe"},{"id":"2206.05260","title":"Balanced Product of Calibrated Experts for Long-Tailed Recognition","created":"2022-06-10","cited_by_count":20,"area":null},{"id":"2306.06963","title":"Feature Fusion from Head to Tail for Long-Tailed Visual Recognition","created":"2023-06-12","cited_by_count":20,"area":null},{"id":"2308.09922","title":"MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition","created":"2023-08-19","cited_by_count":19,"area":"distill"},{"id":"2405.13459","title":"Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards","created":"2024-05-22","cited_by_count":19,"area":"mllm"},{"id":"2410.21042","title":"Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition","created":"2024-10-28","cited_by_count":15,"area":null},{"id":"2306.16709","title":"NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition","created":"2023-06-29","cited_by_count":14,"area":null},{"id":"2402.13505","title":"SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning","created":"2024-02-21","cited_by_count":14,"area":null},{"id":"2404.02900","title":"DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets","created":"2024-04-03","cited_by_count":14,"area":null},{"id":"2505.01660","title":"Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification","created":"2025-05-03","cited_by_count":14,"area":null},{"id":"2310.17154","title":"Deep Imbalanced Regression via Hierarchical Classification Adjustment","created":"2023-10-26","cited_by_count":9,"area":null},{"id":"2410.15980","title":"Learning from Neighbors: Category Extrapolation for Long-Tail Learning","created":"2024-10-21","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":"2210.05566","title":"The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition","created":"2022-10-11","cited_by_count":8,"area":null},{"id":"2312.02548","title":"GeNIe: Generative Hard Negative Images Through Diffusion","created":"2023-12-05","cited_by_count":8,"area":"diffusion"},{"id":"2305.10648","title":"Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition","created":"2023-05-18","cited_by_count":7,"area":null},{"id":"2306.04621","title":"Flexible Distribution Alignment: Towards Long-tailed Semi-supervised Learning with Proper Calibration","created":"2023-06-07","cited_by_count":7,"area":null},{"id":"2308.02335","title":"RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification","created":"2023-08-04","cited_by_count":7,"area":"rag"},{"id":"2408.16930","title":"VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition","created":"2024-08-29","cited_by_count":7,"area":"distill"},{"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":"2407.08567","title":"Adaptive Parametric Activation: Unifying and Generalising Activation Functions Across Tasks","created":"2024-07-11","cited_by_count":6,"area":null},{"id":"2407.12568","title":"LTRL: Boosting Long-tail Recognition via Reflective Learning","created":"2024-07-17","cited_by_count":6,"area":null},{"id":"2503.08038","title":"Generalized Kullback-Leibler Divergence Loss","created":"2025-03-11","cited_by_count":6,"area":"distill"},{"id":"2507.22615","title":"Generative Active Learning for Long-tail Trajectory Prediction via Controllable Diffusion Model","created":"2025-07-30","cited_by_count":6,"area":"diffusion"},{"id":"2304.04462","title":"Grouped Knowledge Distillation for Deep Face Recognition","created":"2023-04-10","cited_by_count":5,"area":"distill"},{"id":"2308.16609","title":"Towards Long-Tailed Recognition for Graph Classification via Collaborative Experts","created":"2023-08-31","cited_by_count":5,"area":null},{"id":"2410.11774","title":"Fractal Calibration for long-tailed object detection","created":"2024-10-15","cited_by_count":5,"area":null},{"id":"2504.13282","title":"LIFT+: Lightweight Fine-Tuning for Long-Tail Learning","created":"2025-04-17","cited_by_count":5,"area":null},{"id":"2309.04723","title":"Frequency-Aware Self-Supervised Long-Tailed Learning","created":"2023-09-09","cited_by_count":4,"area":null},{"id":"2506.23285","title":"Competitive Distillation: A Simple Learning Strategy for Improving Visual Classification","created":"2025-06-29","cited_by_count":4,"area":"distill"},{"id":"2412.11450","title":"GroupFace: Imbalanced Age Estimation Based on Multi-hop Attention Graph Convolutional Network and Group-aware Margin Optimization","created":"2024-12-16","cited_by_count":3,"area":null},{"id":"2502.01980","title":"Generative Data Mining with Longtail-Guided Diffusion","created":"2025-02-04","cited_by_count":3,"area":"diffusion"},{"id":"2302.14284","title":"Rethink Long-tailed Recognition with Vision Transformers","created":"2023-02-28","cited_by_count":2,"area":null},{"id":"2307.10129","title":"General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds with One Stone","created":"2023-07-19","cited_by_count":2,"area":null},{"id":"2308.13165","title":"Dual Compensation Residual Networks for Class Imbalanced Learning","created":"2023-08-25","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":"2301.13569","title":"NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning","created":"2023-01-31","cited_by_count":1,"area":null},{"id":"2305.03378","title":"Towards Effective Collaborative Learning in Long-Tailed Recognition","created":"2023-05-05","cited_by_count":1,"area":null},{"id":"2404.16331","title":"IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks","created":"2024-04-25","cited_by_count":1,"area":null},{"id":"2406.13187","title":"Decouple then Converge: Handling Unknown Unlabeled Distributions in Long-Tailed Semi-Supervised Learning","created":"2024-06-19","cited_by_count":1,"area":null},{"id":"2408.02019","title":"Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning","created":"2024-08-04","cited_by_count":1,"area":null},{"id":"2506.23280","title":"BAPE: Learning an Explicit Bayes Classifier for Long-tailed Visual Recognition","created":"2025-06-29","cited_by_count":1,"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":"2511.10683","title":"LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups","created":"2025-11-11","cited_by_count":1,"area":null},{"id":"2605.23254","title":"CARE: Class-Adaptive Expert Consensus for Reliable Learning with Long-Tailed Noisy Labels","created":"2026-05-22","cited_by_count":1,"area":null},{"id":"2212.01565","title":"Leveraging Angular Information Between Feature and Classifier for Long-tailed Learning: A Prediction Reformulation Approach","created":"2022-12-03","cited_by_count":0,"area":null},{"id":"2302.09498","title":"Mutual Exclusive Modulator for Long-Tailed Recognition","created":"2023-02-19","cited_by_count":0,"area":null},{"id":"2307.05322","title":"Class Instance Balanced Learning for Long-Tailed Classification","created":"2023-07-11","cited_by_count":0,"area":null},{"id":"2310.07598","title":"Survey on Imbalanced Data, Representation Learning and SEP Forecasting","created":"2023-10-11","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":"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":"2411.07621","title":"Mix from Failure: Confusion-Pairing Mixup for Long-Tailed Recognition","created":"2024-11-12","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":"2507.12807","title":"Semantic-guided Fine-tuning of Foundation Model for Long-tailed Visual Recognition","created":"2025-07-17","cited_by_count":0,"area":null},{"id":"2510.19463","title":"Exploring \"Many in Few\" and \"Few in Many\" Properties in Long-Tailed, Highly-Imbalanced IC Defect Classification","created":"2025-10-22","cited_by_count":0,"area":null},{"id":"2604.23125","title":"Learning from Imperfect Text Guidance: Robust Long-Tail Visual Recognition with High-Noise Label","created":"2026-04-25","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}