Influence-Balanced Loss for Imbalanced Visual Classification Oct 6, 2021 Classification Long-tail Learning
Code Code Available Self Supervision to Distillation for Long-Tailed Visual Recognition Sep 9, 2021 Long-tail Learning
Code Code Available Parametric Contrastive Learning Jul 26, 2021 Contrastive Learning Image Classification
Code Code Available Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition Jul 20, 2021 Image Classification Long-tail Learning
Code Code Available RSG: A Simple but Effective Module for Learning Imbalanced Datasets Jun 18, 2021 Long-tail Learning
Code Code Available Class-Balanced Distillation for Long-Tailed Visual Recognition Apr 12, 2021 Image Classification Knowledge Distillation
Code Code Available Improving Calibration for Long-Tailed Recognition Apr 1, 2021 Long-tail Learning Representation Learning
Code Code Available Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Mar 30, 2021 General Classification image-classification
Code Code Available MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition Mar 23, 2021 Data Augmentation Image Classification
Code Code Available ResLT: Residual Learning for Long-tailed Recognition Jan 26, 2021 Long-tail Learning
Code Code Available Disentangling Label Distribution for Long-tailed Visual Recognition Dec 1, 2020 Image Classification Long-tail Learning
Code Code Available Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance Oct 5, 2020 Long-tail Learning
Code Code Available Long-tailed Recognition by Routing Diverse Distribution-Aware Experts Oct 5, 2020 Diversity Image Classification
Code Code Available Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Sep 28, 2020 Causal Inference counterfactual
Code Code Available Balanced Meta-Softmax for Long-Tailed Visual Recognition Jul 21, 2020 General Classification Instance Segmentation
Code Code Available Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets Jul 19, 2020 Binary Classification General Classification
Code Code Available Long-tail learning via logit adjustment Jul 14, 2020 Long-tail Learning
Code Code Available Rethinking the Value of Labels for Improving Class-Imbalanced Learning Jun 13, 2020 Long-tail Learning
Code Code Available From Generalized zero-shot learning to long-tail with class descriptors Apr 5, 2020 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available M2m: Imbalanced Classification via Major-to-minor Translation Apr 1, 2020 Classification Diversity
Code Code Available Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective Mar 24, 2020 Domain Adaptation Long-tail Learning
Code Code Available Equalization Loss for Long-Tailed Object Recognition Mar 11, 2020 Long-tail Learning Object
Code Code Available Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification Jan 6, 2020 General Classification Knowledge Distillation
Code Code Available Decoupling Representation and Classifier for Long-Tailed Recognition Oct 21, 2019 Classification General Classification
Code Code Available Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Jun 18, 2019 Long-tail Learning Long-tail learning with class descriptors
Code Code Available Large-Scale Long-Tailed Recognition in an Open World Apr 10, 2019 Classification Few-Shot Learning
Code Code Available Class-Balanced Loss Based on Effective Number of Samples Jan 16, 2019 Image Classification Long-tail Learning
Code Code Available Mitigating Spurious Correlations with Causal Logit Perturbation May 21, 2025 counterfactual Long-tail Learning
— Unverified LIFT+: Lightweight Fine-Tuning for Long-Tail Learning Apr 17, 2025 Data Augmentation Long-tail Learning
Code Code Available Learning from Neighbors: Category Extrapolation for Long-Tail Learning Oct 21, 2024 Long-tail Learning Representation Learning
— Unverified Representation Norm Amplification for Out-of-Distribution Detection in Long-Tail Learning Aug 20, 2024 Classification Long-tail Learning
Code Code Available On Characterizing and Mitigating Imbalances in Multi-Instance Partial Label Learning Jul 13, 2024 Long-tail Learning Partial Label Learning
— Unverified Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation Jul 6, 2024 Contrastive Learning Data Augmentation
Code Code Available Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition May 13, 2024 Diversity Image Classification
Code Code Available Boosting Model Resilience via Implicit Adversarial Data Augmentation Apr 25, 2024 Data Augmentation Long-tail Learning
— Unverified Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution Apr 25, 2024 Data Augmentation Few-Shot Learning
— Unverified Long-Tail Learning with Rebalanced Contrastive Loss Dec 4, 2023 Contrastive Learning Long-tail Learning
— Unverified Data-Centric Long-Tailed Image Recognition Nov 3, 2023 Diversity Long-tail Learning
— Unverified A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning. paper with code Oct 7, 2023 Long-tail Learning
Code Code Available Probability Guided Loss for Long-Tailed Multi-Label Image Classification Jun 26, 2023 Classification image-classification
— Unverified Variance-Covariance Regularization Improves Representation Learning Jun 23, 2023 Long-tail Learning Representation Learning
— Unverified Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems Jun 7, 2023 Data Augmentation Decoder
— Unverified Improving Image Recognition by Retrieving from Web-Scale Image-Text Data Apr 11, 2023 Image Classification Learning with noisy labels
— Unverified Pseudo Labels Regularization for Imbalanced Partial-Label Learning Mar 6, 2023 Long-tail Learning Partial Label Learning
— Unverified Delving Deep into Simplicity Bias for Long-Tailed Image Recognition Feb 7, 2023 Long-tail Learning Self-Supervised Learning
— Unverified Weight-guided class complementing for long-tailed image recognition Feb 3, 2023 Long-tail Learning
— Unverified Revisiting Long-tailed Image Classification: Survey and Benchmarks with New Evaluation Metrics Feb 3, 2023 image-classification Image Classification
— Unverified Learning Prototype Classifiers for Long-Tailed Recognition Feb 1, 2023 Long-tail Learning
Code Code Available Modeling the Distributional Uncertainty for Salient Object Detection Models Jan 1, 2023 Long-tail Learning Object
— Unverified Leveraging Angular Information Between Feature and Classifier for Long-tailed Learning: A Prediction Reformulation Approach Dec 3, 2022 Long-tail Learning
— Unverified 