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

Ahmed and Khalil at NADI 2022: Transfer Learning and Addressing Class Imbalance for Arabic Dialect Identification and Sentiment Analysis EMNLP 2022
MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM ACL 2022
Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study EMNLP 2022
reamtchka at SemEval-2022 Task 6: Investigating the effect of different loss functions for Sarcasm detection for unbalanced datasets SEMEVAL 2022
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences NIPS 2022
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning CVPR 2022
Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data MLHC 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
MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data SEMEVAL 2022
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition NIPS 2022
On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation CVPR 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
A Self-improving Skin Lesions Diagnosis Framework Via Pseudo-labeling and Self-distillation ACML 2022
Multi Label Loss Correction against Missing and Corrupted Labels ACML 2022
Margin Calibration for Long-Tailed Visual Recognition ACML 2022
Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022
Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective NIPS 2021
Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NIPS 2021
A Partial Label Metric Learning Algorithm for Class Imbalanced Data ACML 2021
Class balancing GAN with a classifier in the loop UAI 2021
NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection SEMEVAL 2021
WER-BERT: Automatic WER Estimation with BERT in a Balanced Ordinal Classification Paradigm EACL 2021