conftrace_

class imbalance

555 papers

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Co-occurring keywords

text classification (6793) data augmentation (3052) long-tailed distribution (142) representation learning (6206) semi-supervised learning (2341) multi-label classification (1009) transformer model (1996) long-tailed recognition (42) image classification (1944) loss function (462)

Papers

Learning of Cluster-based Feature Importance for Electronic Health Record Time-series ICML 2022
Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022
Prototype-Anchored Learning for Learning with Imperfect Annotations ICML 2022
GraphDIVE: Graph Classification by Mixture of Diverse Experts IJCAI 2022
Systematic Evaluation of Predictive Fairness AACL 2022
Rethinking Pseudo Labels for Semi-supervised Object Detection AAAI 2022
Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory AAAI 2022
Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition AAAI 2022
Systematic Evaluation of Predictive Fairness IJCNLP 2022
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning INTERSPEECH 2022
Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification INTERSPEECH 2022
DD-TIG at Constraint@ACL2022: Multimodal Understanding and Reasoning for Role Labeling of Entities in Hateful Memes ACL 2022
Fine-tuning and Sampling Strategies for Multimodal Role Labeling of Entities under Class Imbalance ACL 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
Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022
Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data INTERSPEECH 2022
Multilingual Detection of Personal Employment Status on Twitter ACL 2022
Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification ACL 2022
Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data ICML 2022
Class-Imbalanced Semi-Supervised Learning with Adaptive Thresholding ICML 2022
IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning ACL 2022
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems ICML 2022
Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022
Bayes at FigLang 2022 Euphemism Detection shared task: Cost-Sensitive Bayesian Fine-tuning and Venn-Abers Predictors for Robust Training under Class Skewed Distributions EMNLP 2022