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