Joint weighted knowledge distillation and multi-scale feature distillation for long-tailed recognition

Weight-Guided Class Complementing for Long-tailed Image Recognition

(2023) Xinqiao Zhao et al.   PATTERN RECOGNITION

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

(2022) Yu Fu et al.   NEUROCOMPUTING

Imbalanced driving scene recognition with class focal loss and data augmentation

(2022) Xianglei Zhu et al.   International Journal of Machine Learning and Cybernetics

Attentive Feature Augmentation for Long-Tailed Visual Recognition

(2022) Weiqiu Wang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Siamese network based on global and local feature matching for object tracking

(2022) Ziming Zhao et al.   JOURNAL OF ELECTRONIC IMAGING

Towards prior gap and representation gap for long-tailed recognition

(2022) Ming-Liang Zhang et al.   PATTERN RECOGNITION

Global-local information based oversampling for multi-class imbalanced data

(2022) Mingming Han et al.   International Journal of Machine Learning and Cybernetics

Class-weighted neural network for monotonic imbalanced classification

(2021) Hong Zhu et al.   International Journal of Machine Learning and Cybernetics

Imbalanced data classification based on diverse sample generation and classifier fusion

(2021) Junhai Zhai et al.   International Journal of Machine Learning and Cybernetics

CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection

(2021) Huan Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A knowledge-guide hierarchical learning method for long-tailed image classification

(2021) Qiong Chen et al.   NEUROCOMPUTING

An Oversampling Framework for Imbalanced Classification Based on Laplacian Eigenmaps

(2020) Xiucai Ye et al.   NEUROCOMPUTING

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Learning from Imbalanced Data

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

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION