Visual Prompt Tuning Mar 23, 2022 Image Classification Long-tail Learning
Code Code Available Probabilistic Contrastive Learning for Long-Tailed Visual Recognition Mar 11, 2024 Long-tail Learning
Code Code Available Learning Transferable Visual Models From Natural Language Supervision Feb 26, 2021 Action Recognition Benchmarking
Code Code Available Focal Loss for Dense Object Detection Aug 7, 2017 2D Object Detection Dense Object Detection
Code Code Available Adaptive Parametric Activation Jul 11, 2024 imbalanced classification Instance Segmentation
Code Code Available Generalized Parametric Contrastive Learning Sep 26, 2022 Contrastive Learning Domain Generalization
Code Code Available SURE: SUrvey REcipes for building reliable and robust deep networks Mar 1, 2024 image-classification Image Classification
Code Code Available A Simple Episodic Linear Probe Improves Visual Recognition in the Wild Jan 1, 2022 Fine-Grained Image Classification Image Classification
Code Code Available BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Mar 3, 2022 Compositional Zero-Shot Learning Contrastive Learning
Code Code Available Long-tail learning via logit adjustment Jul 14, 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 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 Decoupling Representation and Classifier for Long-Tailed Recognition Oct 21, 2019 Classification General Classification
Code Code Available Long-Tailed Recognition via Weight Balancing Mar 27, 2022 Classification Long-tail Learning
Code Code Available Long-tailed Recognition by Routing Diverse Distribution-Aware Experts Oct 5, 2020 Diversity Image Classification
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 LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition May 8, 2023 Long-tail Learning
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 From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification Jan 6, 2020 General Classification Knowledge Distillation
Code Code Available Learning Imbalanced Data with Vision Transformers Dec 5, 2022 Long-tail Learning
Code Code Available Balanced Contrastive Learning for Long-Tailed Visual Recognition Jul 19, 2022 Contrastive Learning Image Classification
Code Code Available Balanced Meta-Softmax for Long-Tailed Visual Recognition Jul 21, 2020 General Classification Instance Segmentation
Code Code Available CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Feb 10, 2023 Data Augmentation Long-tail Learning
Code Code Available Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds Mar 22, 2023 Classification Fairness
Code Code Available Balanced Product of Calibrated Experts for Long-Tailed Recognition Jun 10, 2022 Long-tail Learning Long-tail Learning on CIFAR-10-LT (ρ=100)
Code Code Available A Simple Long-Tailed Recognition Baseline via Vision-Language Model Nov 29, 2021 Contrastive Learning Language Modeling
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 DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets Apr 3, 2024 Image Classification Inductive Bias
Code Code Available AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation Sep 30, 2024 Long-tail Learning Semantic Segmentation
Code Code Available Difficulty-Net: Learning to Predict Difficulty for Long-Tailed Recognition Sep 7, 2022 Long-tail Learning Meta-Learning
Code Code Available Class-Balanced Loss Based on Effective Number of Samples Jan 16, 2019 Image Classification Long-tail Learning
Code Code Available Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets Jul 19, 2020 Binary Classification General Classification
Code Code Available Class-Balanced Distillation for Long-Tailed Visual Recognition Apr 12, 2021 Image Classification Knowledge Distillation
Code Code Available Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification Dec 15, 2021 Data Augmentation Diversity
Code Code Available Improving Calibration for Long-Tailed Recognition Apr 1, 2021 Long-tail Learning Representation Learning
Code Code Available Do Deep Networks Transfer Invariances Across Classes? Mar 18, 2022 image-classification Image Classification
Code Code Available Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? Mar 17, 2022 Classification Image Classification
Code Code Available EAT: Towards Long-Tailed Out-of-Distribution Detection Dec 14, 2023 Long-tail Learning Out-of-Distribution Detection
Code Code Available Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Mar 30, 2021 General 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 Equalization Loss for Long-Tailed Object Recognition Mar 11, 2020 Long-tail Learning Object
Code Code Available Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data Dec 28, 2022 Long-tail Learning
Code Code Available Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition Oct 8, 2024 Contrastive Learning Density Estimation
Code Code Available Influence-Balanced Loss for Imbalanced Visual Classification Oct 6, 2021 Classification Long-tail Learning
Code Code Available Feature Generation for Long-tail Classification Nov 10, 2021 Classification Few-Shot Learning
Code Code Available Disentangling Label Distribution for Long-tailed Visual Recognition Dec 1, 2020 Image Classification Long-tail Learning
Code Code Available FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation Apr 30, 2022 Federated Learning Long-tail Learning
Code Code Available Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions May 15, 2023 Long-tail Learning
Code Code Available Invariant Feature Learning for Generalized Long-Tailed Classification Jul 19, 2022 Attribute Classification
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