Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset Feb 19, 2023 Long-tail Learning open-set classification
Code Code Available Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition Oct 28, 2024 Long-tail Learning Visual Prompt Tuning
Code Code Available Influence-Balanced Loss for Imbalanced Visual Classification Oct 6, 2021 Classification Long-tail Learning
Code Code Available Invariant Feature Learning for Generalized Long-Tailed Classification Jul 19, 2022 Attribute Classification
Code Code Available Large-Scale Long-Tailed Recognition in an Open World Apr 10, 2019 Classification Few-Shot Learning
Code Code Available Class-Balanced Distillation for Long-Tailed Visual Recognition Apr 12, 2021 Image Classification Knowledge Distillation
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 Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Jun 18, 2019 Long-tail Learning Long-tail learning with class descriptors
Code Code Available Learning Imbalanced Data with Vision Transformers Dec 5, 2022 Long-tail Learning
Code Code Available Self Supervision to Distillation for Long-Tailed Visual Recognition Sep 9, 2021 Long-tail Learning
Code Code Available Class-Balanced Loss Based on Effective Number of Samples Jan 16, 2019 Image Classification Long-tail Learning
Code Code Available Self-supervised Learning is More Robust to Dataset Imbalance Oct 11, 2021 Long-tail Learning Self-Supervised Learning
Code Code Available LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition May 8, 2023 Long-tail Learning
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 Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study Aug 29, 2022 Classification image-classification
Code Code Available Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition Jan 1, 2023 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 Mutual Information Maximization between Latent Features and Ground-Truth Labels May 2, 2023 Contrastive Learning image-classification
Code Code Available Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition Oct 8, 2024 Contrastive Learning Density Estimation
Code Code Available Long-tailed Recognition by Routing Diverse Distribution-Aware Experts Oct 5, 2020 Diversity Image Classification
Code Code Available RSG: A Simple but Effective Module for Learning Imbalanced Datasets Jun 18, 2021 Long-tail Learning
Code Code Available Long-Tailed Recognition via Weight Balancing Mar 27, 2022 Classification Long-tail Learning
Code Code Available Long-tail learning via logit adjustment Jul 14, 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 LPT: Long-tailed Prompt Tuning for Image Classification Oct 3, 2022 Classification image-classification
Code Code Available LTRL: Boosting Long-tail Recognition via Reflective Learning Jul 17, 2024 Long-tail Learning
Code Code Available M2m: Imbalanced Classification via Major-to-minor Translation Apr 1, 2020 Classification Diversity
Code Code Available Weight-guided class complementing for long-tailed image recognition Feb 3, 2023 Long-tail Learning
— Unverified Balancing Domain Experts for Long-Tailed Camera-Trap Recognition Feb 15, 2022 Long-tail Learning Optical Flow Estimation
— Unverified Boosting Model Resilience via Implicit Adversarial Data Augmentation Apr 25, 2024 Data Augmentation Long-tail Learning
— Unverified Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification Mar 26, 2021 Classification Contrastive Learning
— Unverified Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems Jun 7, 2023 Data Augmentation Decoder
— Unverified Data-Centric Long-Tailed Image Recognition Nov 3, 2023 Diversity Long-tail Learning
— Unverified Delving Deep into Simplicity Bias for Long-Tailed Image Recognition Feb 7, 2023 Long-tail Learning Self-Supervised Learning
— Unverified Distributional Robustness Loss for Long-tail Learning Apr 7, 2021 Long-tail Learning
— Unverified ELF: An Early-Exiting Framework for Long-Tailed Classification Jun 22, 2020 Classification General Classification
— Unverified ELM: Embedding and Logit Margins for Long-Tail Learning Apr 27, 2022 Contrastive Learning Long-tail Learning
— Unverified Exploring Balanced Feature Spaces for Representation Learning Jan 1, 2021 Contrastive Learning Long-tail Learning
— Unverified Fairness-aware Class Imbalanced Learning Sep 21, 2021 Fairness Long-tail Learning
— Unverified Feature Space Augmentation for Long-Tailed Data Aug 9, 2020 Image Classification Long-tail Learning
— Unverified Learning from Neighbors: Category Extrapolation for Long-Tail Learning Oct 21, 2024 Long-tail Learning Representation Learning
— Unverified Improving Image Recognition by Retrieving from Web-Scale Image-Text Data Apr 11, 2023 Image Classification Learning with noisy labels
— Unverified Improving Tail-Class Representation with Centroid Contrastive Learning Oct 19, 2021 Contrastive Learning image-classification
— Unverified Inflated Episodic Memory With Region Self-Attention for Long-Tailed Visual Recognition Jun 1, 2020 Few-Shot Learning Long-tail Learning
— Unverified Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels May 18, 2020 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 Long-Tailed Classification with Gradual Balanced Loss and Adaptive Feature Generation Feb 28, 2022 Long-tail Learning
— Unverified Long-Tailed Multi-Label Visual Recognition by Collaborative Training on Uniform and Re-Balanced Samplings Jun 19, 2021 Long-tail Learning
— Unverified Long-tailed Recognition by Learning from Latent Categories Jun 2, 2022 Data Augmentation Diversity
— Unverified Long-Tail Learning with Rebalanced Contrastive Loss Dec 4, 2023 Contrastive Learning Long-tail Learning
— Unverified 