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

Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition INTERSPEECH 2021
Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021
Improving Calibration for Long-Tailed Recognition CVPR 2021
Seesaw Loss for Long-Tailed Instance Segmentation CVPR 2021
Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax CVPR 2020
Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective. MIDL 2020
Siamese Content Loss Networks for Highly Imbalanced Medical Image Segmentation MIDL 2020
Inflated Episodic Memory With Region Self-Attention for Long-Tailed Visual Recognition CVPR 2020
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification EMNLP 2020
Active Learning for BERT: An Empirical Study EMNLP 2020
Comparing Objective Functions for Segmentation and Detection of Microaneurysms in Retinal Images MIDL 2020
Incremental Event Detection via Knowledge Consolidation Networks EMNLP 2020
UoR at SemEval-2020 Task 8: Gaussian Mixture Modelling (GMM) Based Sampling Approach for Multi-modal Memotion Analysis SEMEVAL 2020
CN-HIT-MI.T at SemEval-2020 Task 8: Memotion Analysis Based on BERT SEMEVAL 2020
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data NIPS 2020
Learning to Segment the Tail CVPR 2020
SetConv: A New Approach for Learning from Imbalanced Data EMNLP 2020
M2m: Imbalanced Classification via Major-to-Minor Translation CVPR 2020
Finding the Optimal Vocabulary Size for Neural Machine Translation EMNLP 2020
MRI-based Diagnosis of Rotator Cuff Tears using Deep Learning and Weighted Linear Combinations MLHC 2020
A Multi-Task Approach to Open Domain Suggestion Mining (Student Abstract) AAAI 2020
On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks AAAI 2020
Focal Loss for Punctuation Prediction INTERSPEECH 2020
Online Continual Learning from Imbalanced Data ICML 2020
Multi-Class Imbalanced Graph Convolutional Network Learning IJCAI 2020