class imbalance

Do deep networks transfer invariances across classes? ICLR 2022 Equalized Focal Loss for Dense Long-Tailed Object Detection CVPR 2022 Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data Interspeech 2022 Fairness Trade-Offs and Partial Debiasing ACML 2022 Federated Class-Incremental Learning CVPR 2022 FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification ACL 2022 Fine-tuning and Sampling Strategies for Multimodal Role Labeling of Entities under Class Imbalance ACL 2022 GALAXY: Graph-based Active Learning at the Extreme ICML 2022 Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition Interspeech 2022 GraphDIVE: Graph Classification by Mixture of Diverse Experts IJCAI 2022 GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification ICLR 2022 IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning ACL 2022 Imbalance Trouble: Revisiting Neural-Collapse Geometry NeurIPS 2022 Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022 Improving the Accuracy of Learning Example Weights for Imbalance Classification ICLR 2022 JCT at SemEval-2022 Task 6-A: Sarcasm Detection in Tweets Written in English and Arabic using Preprocessing Methods and Word N-grams SemEval 2022 Label, Verify, Correct: A Simple Few Shot Object Detection Method CVPR 2022 LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles SemEval 2022 Learning of Cluster-based Feature Importance for Electronic Health Record Time-series ICML 2022 Learning To Learn Across Diverse Data Biases in Deep Face Recognition CVPR 2022 LISACTeam at SemEval-2022 Task 6: A Transformer based Approach for Intended Sarcasm Detection in English Tweets SemEval 2022 Long-Tailed Recognition via Weight Balancing CVPR 2022 Long-Tailed Visual Recognition via Gaussian Clouded Logit Adjustment CVPR 2022 Long-Tail Recognition via Compositional Knowledge Transfer CVPR 2022 MANTIS at SMM4H’2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress COLING 2022