class imbalance

Margin Calibration for Long-Tailed Visual Recognition ACML 2022 Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory AAAI 2022 MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data SemEval 2022 MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM ACL 2022 Multi Label Loss Correction against Missing and Corrupted Labels ACML 2022 Multilingual Detection of Personal Employment Status on Twitter ACL 2022 Multi-Task Learning to Capture Changes in Mood Over Time NAACL 2022 Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch AAAI 2022 One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams ICML 2022 On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022 Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022 Optimal Binary Classification Beyond Accuracy NeurIPS 2022 Optimal Transport for Long-Tailed Recognition with Learnable Cost Matrix ICLR 2022 ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning Interspeech 2022 PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning SemEval 2022 Predicting Moments of Mood Changes Overtime from Imbalanced Social Media Data NAACL 2022 Prototype-Anchored Learning for Learning with Imperfect Annotations ICML 2022 reamtchka at SemEval-2022 Task 6: Investigating the effect of different loss functions for Sarcasm detection for unbalanced datasets SemEval 2022 Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm NeurIPS 2022 Region-dependent temperature scaling for certainty calibration and application to class-imbalanced token classification ACL 2022 Relieving Long-Tailed Instance Segmentation via Pairwise Class Balance CVPR 2022 Rethinking Pseudo Labels for Semi-supervised Object Detection AAAI 2022 Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition NeurIPS 2022 Self-supervised Learning is More Robust to Dataset Imbalance ICLR 2022 Sentence-Level Resampling for Named Entity Recognition NAACL 2022