conftrace_

imbalanced learning

48 papers

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Also known as

IL

Co-occurring keywords

class imbalance (555) imbalanced datum (81) data augmentation (3052) representation learning (6206) imbalanced classification (77) imbalanced dataset (25) feature learning (1311) text classification (6793) generative adversarial network (1944) graph neural network (3962)

Papers

A Lightweight Yet Robust Approach to Textual Anomaly Detection COLING 2022
Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting ACL 2022
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NIPS 2022
Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data ICML 2022
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction ACL 2022
DepressionOne@LT-EDI-ACL2022: Using Machine Learning with SMOTE and Random UnderSampling to Detect Signs of Depression on Social Media Text. ACL 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
Background Splitting: Finding Rare Classes in a Sea of Background CVPR 2021
Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data NIPS 2021
Towards Balanced Defect Prediction with Better Information Propagation AAAI 2021
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer NIPS 2021
De-Biasing Neural Networks With Estimated Offset for Class Imbalanced Learning WACV 2021
CONAN: Complementary Pattern Augmentation for Rare Disease Detection AAAI 2020
Posterior Re-calibration for Imbalanced Datasets NIPS 2020
SetConv: A New Approach for Learning from Imbalanced Data EMNLP 2020
Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation EMNLP 2020
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler NIPS 2020
Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank AAAI 2019
Discriminative Sample Generation for Deep Imbalanced Learning IJCAI 2019
EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning AAAI 2019
Neural Whispered Speech Detection with Imbalanced Learning INTERSPEECH 2019
Online F-Measure Optimization NIPS 2015
Detecting Accounting Frauds in Publicly Traded U.S. Firms: A Machine Learning Approach ACML 2015