Long-tailed visual recognition with deep models: A methodological survey and evaluation

A systematic study of the class imbalance problem in convolutional neural networks

(2018) Mateusz Buda et al.   NEURAL NETWORKS

Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval

(2017) Xiu-Shen Wei et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Efficient Group-n Encoding and Decoding for Facial Age Estimation

(2017) Zichang Tan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Survey of Predictive Modeling on Imbalanced Domains

(2016) Paula Branco et al.   ACM COMPUTING SURVEYS

Deep Expectation of Real and Apparent Age from a Single Image Without Facial Landmarks

(2016) Rasmus Rothe et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Overview of research on facial ageing using the FG-NET ageing database

(2016) Gabriel Panis et al.   IET Biometrics

Human-level concept learning through probabilistic program induction

(2015) B. M. Lake et al.   SCIENCE

Mining and integrating reliable decision rules for imbalanced cancer gene expression data sets

(2014) Hualong Yu et al.   TSINGHUA SCIENCE AND TECHNOLOGY

Robust weighted kernel logistic regression in imbalanced and rare events data

(2010) Maher Maalouf et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance

(2007) Maciej A. Mazurowski et al.   NEURAL NETWORKS