Visual Prompt Tuning Mar 23, 2022 Image Classification Long-tail Learning
Code Code Available Adaptive Parametric Activation Jul 11, 2024 imbalanced classification Instance Segmentation
Code Code Available Probabilistic Contrastive Learning for Long-Tailed Visual Recognition Mar 11, 2024 Long-tail Learning
Code Code Available SURE: SUrvey REcipes for building reliable and robust deep networks Mar 1, 2024 image-classification Image Classification
Code Code Available Generalized Parametric Contrastive Learning Sep 26, 2022 Contrastive Learning Domain Generalization
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 A Simple Episodic Linear Probe Improves Visual Recognition in the Wild Jan 1, 2022 Fine-Grained Image Classification Image Classification
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 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 Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition Oct 8, 2024 Contrastive Learning Density Estimation
Code Code Available AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation Sep 30, 2024 Long-tail Learning Semantic Segmentation
Code Code Available LTRL: Boosting Long-tail Recognition via Reflective Learning Jul 17, 2024 Long-tail Learning
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 EAT: Towards Long-Tailed Out-of-Distribution Detection Dec 14, 2023 Long-tail Learning Out-of-Distribution Detection
Code Code Available Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts Sep 18, 2023 Fine-Grained Image Classification Image Classification
Code Code Available MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition Aug 19, 2023 Diversity Long-tail Learning
Code Code Available Norm-guided latent space exploration for text-to-image generation Jun 14, 2023 Image Generation Long-tail Learning
Code Code Available On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning Jun 8, 2023 Long-tail Learning Representation 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 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 Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels May 2, 2023 Contrastive Learning image-classification
Code Code Available Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds Mar 22, 2023 Classification Fairness
Code Code Available 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 CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Feb 10, 2023 Data Augmentation Long-tail Learning
Code Code Available Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition Jan 1, 2023 Long-tail Learning
Code Code Available Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data Dec 28, 2022 Long-tail Learning
Code Code Available Learning Imbalanced Data with Vision Transformers Dec 5, 2022 Long-tail Learning
Code Code Available LPT: Long-tailed Prompt Tuning for Image Classification Oct 3, 2022 Classification image-classification
Code Code Available Difficulty-Net: Learning to Predict Difficulty for Long-Tailed Recognition Sep 7, 2022 Long-tail Learning Meta-Learning
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 Balanced Contrastive Learning for Long-Tailed Visual Recognition Jul 19, 2022 Contrastive Learning Image Classification
Code Code Available Invariant Feature Learning for Generalized Long-Tailed Classification Jul 19, 2022 Attribute Classification
Code Code Available Maximum Class Separation as Inductive Bias in One Matrix Jun 17, 2022 Inductive Bias Long-tail Learning
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 FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation Apr 30, 2022 Federated Learning Long-tail Learning
Code Code Available Nested Collaborative Learning for Long-Tailed Visual Recognition Mar 29, 2022 Image Classification Long-tail Learning
Code Code Available Long-Tailed Recognition via Weight Balancing Mar 27, 2022 Classification Long-tail 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 Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images Dec 16, 2021 Data Augmentation image-classification
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 The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification Dec 1, 2021 Image Classification Long-tail Learning
Code Code Available A Simple Long-Tailed Recognition Baseline via Vision-Language Model Nov 29, 2021 Contrastive Learning Language Modeling
Code Code Available Targeted Supervised Contrastive Learning for Long-Tailed Recognition Nov 27, 2021 Contrastive Learning Long-tail Learning
Code Code Available VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition Nov 26, 2021 Image Classification Long-tail Learning
Code Code Available Trustworthy Long-Tailed Classification Nov 17, 2021 Classification Long-tail Learning
Code Code Available Feature Generation for Long-tail Classification Nov 10, 2021 Classification Few-Shot Learning
Code Code Available Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective Nov 6, 2021 Data Augmentation Long-tail Learning
Code Code Available Self-supervised Learning is More Robust to Dataset Imbalance Oct 11, 2021 Long-tail Learning Self-Supervised Learning
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