Cost-aware Pre-training for Multiclass Cost-sensitive Deep Learning

30 November 2015

Papers citing "Cost-aware Pre-training for Multiclass Cost-sensitive Deep Learning"

16 / 16 papers shown

Title
Making Reliable and Flexible Decisions in Long-tailed Classification Bolian Li Ruqi Zhang 260 0 0 23 Jan 2025
A LSTM and Cost-Sensitive Learning-Based Real-Time Warning for Civil Aviation Over-limit Yiming Bian 25 0 0 08 May 2023
Simple and Efficient Confidence Score for Grading Whole Slide Images M. Lubrano Yaëlle Bellahsen-Harrar Rutger Fick C. Badoual Thomas Walter 25 3 0 08 Mar 2023
Generative Oversampling for Imbalanced Data via Majority-Guided VAE Qingzhong Ai Pengyun Wang Lirong He Liangjiang Wen Lujia Pan Zenglin Xu 29 7 0 14 Feb 2023
Using Social Cues to Recognize Task Failures for HRI: Overview, State-of-the-Art, and Future Directions Alexandra Bremers Alexandria Pabst Maria Teresa Parreira Wendy Ju 40 1 0 27 Jan 2023
Rethinking Cost-sensitive Classification in Deep Learning via Adversarial Data Augmentation Qiyuan Chen Raed Al Kontar Maher Nouiehed Xi Yang Corey A. Lester AAML 31 2 0 24 Aug 2022
The Impact of Differential Privacy on Group Disparity Mitigation Victor Petrén Bach Hansen A. Neerkaje Ramit Sawhney Lucie Flek Anders Søgaard 48 9 0 05 Mar 2022
Time Series Classification Using Convolutional Neural Network On Imbalanced Datasets Syed Rawshon Jamil AI4TS 16 0 0 10 Oct 2021
Remix: Rebalanced Mixup Hsin-Ping Chou Shih-Chieh Chang Jia-Yu Pan Wei Wei Da-Cheng Juan 41 232 0 08 Jul 2020
CRCEN: A Generalized Cost-sensitive Neural Network Approach for Imbalanced Classification Xiangrui Li D. Zhu 24 0 0 10 Jun 2019
Generative Adversarial Minority Oversampling S. S. Mullick Shounak Datta Swagatam Das 21 174 0 22 Mar 2019
On Class Imbalance and Background Filtering in Visual Relationship Detection Alessio Sarullo Tingting Mu 36 4 0 20 Mar 2019
Model identification for ARMA time series through convolutional neural networks Wai Hoh Tang A. Röllin 21 17 0 12 Apr 2018
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 44 2,319 0 15 Oct 2017
Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation Yu-An Chung Shao-Wen Yang Hsuan-Tien Lin 28 2 0 16 Nov 2016
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data Salman H. Khan Munawar Hayat Bennamoun Ferdous Sohel R. Togneri 26 874 0 14 Aug 2015