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| Adaptive Parametric Activation | Jul 11, 2024 | imbalanced classificationInstance Segmentation | CodeCode Available | 2 |
| Active Generalized Category Discovery | Mar 7, 2024 | Active Learningimbalanced classification | CodeCode Available | 2 |
| Balanced MSE for Imbalanced Visual Regression | Mar 30, 2022 | Age EstimationFairness | CodeCode Available | 2 |
| Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images | Dec 16, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets | Apr 8, 2024 | Active Learningimbalanced classification | CodeCode Available | 1 |
| Debiased Learning from Naturally Imbalanced Pseudo-Labels | Jan 5, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification | Feb 4, 2022 | imbalanced classification | CodeCode Available | 1 |
| Well-classified Examples are Underestimated in Classification with Deep Neural Networks | Oct 13, 2021 | ClassificationGraph Classification | CodeCode Available | 1 |
| Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification | Nov 28, 2023 | Classificationimbalanced classification | CodeCode Available | 1 |
| Tailoring Self-Supervision for Supervised Learning | Jul 20, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler | Oct 17, 2020 | imbalanced classificationMeta-Learning | CodeCode Available | 1 |
| Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics | Jun 8, 2021 | Age And Gender ClassificationBenchmarking | CodeCode Available | 1 |
| Adaptive Threshold for Online Object Recognition and Re-identification Tasks | Dec 28, 2020 | ClassificationFace Recognition | CodeCode Available | 1 |
| ImGAGN:Imbalanced Network Embedding via Generative Adversarial Graph Networks | Jun 5, 2021 | AttributeClassification | CodeCode Available | 1 |
| M2m: Imbalanced Classification via Major-to-minor Translation | Apr 1, 2020 | ClassificationDiversity | CodeCode Available | 1 |
| Foundation Models Meet Imbalanced Single-Cell Data When Learning Cell Type Annotations | Oct 27, 2023 | Cell Entity Annotationimbalanced classification | CodeCode Available | 1 |
| Long-tailed Recognition by Routing Diverse Distribution-Aware Experts | Oct 5, 2020 | DiversityImage Classification | CodeCode Available | 1 |
| Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds | Mar 14, 2024 | imbalanced classificationMulti-Label Classification | CodeCode Available | 1 |
| MoleculeNet: A Benchmark for Molecular Machine Learning | Mar 2, 2017 | BIG-bench Machine Learningimbalanced classification | CodeCode Available | 1 |
| Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation | Oct 17, 2022 | Contrastive LearningEmotion Recognition | CodeCode Available | 1 |
| Deep Generative Mixture Model for Robust Imbalance Classification | Mar 1, 2023 | Classificationimbalanced classification | CodeCode Available | 1 |
| Feature Generation for Long-tail Classification | Nov 10, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| From SMOTE to Mixup for Deep Imbalanced Classification | Aug 29, 2023 | ClassificationData Augmentation | CodeCode Available | 1 |
| A Large-Scale Database for Graph Representation Learning | Nov 16, 2020 | DiversityGraph Neural Network | CodeCode Available | 1 |
| MalNet: A Large-Scale Image Database of Malicious Software | Jan 31, 2021 | Feature Engineeringimbalanced classification | CodeCode Available | 1 |
| DASO: Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning | Jun 10, 2021 | imbalanced classificationPseudo Label | CodeCode Available | 1 |
| Large-Scale Long-Tailed Recognition in an Open World | Apr 10, 2019 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Attentional-Biased Stochastic Gradient Descent | Dec 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Generative Table Pre-training Empowers Models for Tabular Prediction | May 16, 2023 | imbalanced classificationImputation | CodeCode Available | 1 |
| Self-paced Ensemble for Highly Imbalanced Massive Data Classification | Sep 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Exploring Classification Equilibrium in Long-Tailed Object Detection | Aug 17, 2021 | Classificationimbalanced classification | CodeCode Available | 1 |
| Automated Imbalanced Classification via Layered Learning | May 5, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| A Minimax Probability Machine for Non-Decomposable Performance Measures | Feb 28, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Asymptotic Normality of Infinite Centered Random Forests -Application to Imbalanced Classification | Jun 10, 2025 | imbalanced classificationvalid | —Unverified | 0 |
| A Supervised Embedding and Clustering Anomaly Detection method for classification of Mobile Network Faults | Oct 10, 2023 | Anomaly DetectionClustering | —Unverified | 0 |
| A binary PSO based ensemble under-sampling model for rebalancing imbalanced training data | Jan 31, 2025 | Ensemble Learningimbalanced classification | —Unverified | 0 |
| ASTra: A Novel Algorithm-Level Approach to Imbalanced Classification | Sep 4, 2022 | Classificationimbalanced classification | —Unverified | 0 |
| All-around Neural Collapse for Imbalanced Classification | Aug 14, 2024 | AllClassification | —Unverified | 0 |
| Deep Learning Meets Oversampling: A Learning Framework to Handle Imbalanced Classification | Feb 8, 2025 | imbalanced classification | —Unverified | 0 |
| A Re-Balancing Strategy for Class-Imbalanced Classification Based on Instance Difficulty | Jan 1, 2022 | imbalanced classification | —Unverified | 0 |
| Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection | Aug 15, 2018 | Data AugmentationImage Quality Assessment | —Unverified | 0 |
| Deep Synthetic Minority Over-Sampling Technique | Mar 22, 2020 | General Classificationimbalanced classification | —Unverified | 0 |
| Distribution Learning Based on Evolutionary Algorithm Assisted Deep Neural Networks for Imbalanced Image Classification | Jul 26, 2022 | Diversityimage-classification | —Unverified | 0 |
| Cold Start Active Learning Strategies in the Context of Imbalanced Classification | Jan 25, 2022 | Active LearningClustering | —Unverified | 0 |
| CNN-based Repetitive self-revised learning for photos' aesthetics imbalanced classification | Mar 6, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| An Oversampling-enhanced Multi-class Imbalanced Classification Framework for Patient Health Status Prediction Using Patient-reported Outcomes | Nov 16, 2024 | imbalanced classification | —Unverified | 0 |
| Anisotropic Diffusion Probabilistic Model for Imbalanced Image Classification | Sep 22, 2024 | ClassificationDenoising | —Unverified | 0 |
| A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification | Nov 25, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Bridging Econometrics and AI: VaR Estimation via Reinforcement Learning and GARCH Models | Apr 23, 2025 | Deep Reinforcement LearningEconometrics | —Unverified | 0 |
