conftrace_

class imbalance

555 papers

Explore in graph

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

Striking the Right Balance With Uncertainty CVPR 2019
Large Scale Incremental Learning CVPR 2019
Fair Loss: Margin-Aware Reinforcement Learning for Deep Face Recognition ICCV 2019
A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018
Making Classifier Chains Resilient to Class Imbalance ACML 2018
Multi-Label Co-Training IJCAI 2018
An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals INTERSPEECH 2018
The INaturalist Species Classification and Detection Dataset CVPR 2018
Villani at SemEval-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning SEMEVAL 2018
Learning to Reweight Examples for Robust Deep Learning ICML 2018
Identifying Aggression and Toxicity in Comments using Capsule Network COLING 2018
New Balanced Active Learning Model and Optimization Algorithm IJCAI 2018
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance COLING 2018
Cost-Sensitive Learning with Noisy Labels JMLR 2018
VITAL: VIsual Tracking via Adversarial Learning CVPR 2018
Iterative Metric Learning for Imbalance Data Classification IJCAI 2018
CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis Detection ACML 2018
Jointly Extracting Relations with Class Ties via Effective Deep Ranking ACL 2017
Introducing Weighted Kernel Classifiers for Handling Imbalanced Paralinguistic Corpora: Snoring, Addressee and Cold INTERSPEECH 2017
Training Context-Dependent DNN Acoustic Models Using Probabilistic Sampling INTERSPEECH 2017
Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift IJCAI 2017
Learning Deep Representation for Imbalanced Classification CVPR 2016
Classification of Imbalanced Data with a Geometric Digraph Family JMLR 2016
Optimizing Non-decomposable Performance Measures: A Tale of Two Classes ICML 2015
GEV-Canonical Regression for Accurate Binary Class Probability Estimation when One Class is Rare ICML 2014