Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data

14 August 2015

Salman H. Khan

Papers citing "Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data"

28 / 78 papers shown

Title
Imputation of Missing Data with Class Imbalance using Conditional Generative Adversarial Networks S. Awan Bennamoun Ferdous Sohel Frank M. Sanfilippo Girish Dwivedi GAN AI4CE 8 61 0 01 Dec 2020
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation Shaotian Yan Chen Shen Zhongming Jin Jianqiang Huang Rongxin Jiang Yao-wu Chen Xiansheng Hua 26 131 0 02 Sep 2020
Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models T. Wang Selen Pehlivan Jorma T. Laaksonen 29 34 0 18 Aug 2020
Feature Space Augmentation for Long-Tailed Data Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 25 238 0 09 Aug 2020
Meta Feature Modulator for Long-tailed Recognition Renzhen Wang Kaiqin Hu Yanwen Zhu Jun Shu Qian Zhao Deyu Meng 16 12 0 08 Aug 2020
Balanced Meta-Softmax for Long-Tailed Visual Recognition Jiawei Ren Cunjun Yu Shunan Sheng Xiao Ma Haiyu Zhao Shuai Yi Hongsheng Li 170 550 0 21 Jul 2020
Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning Jaehyung Kim Youngbum Hur Sejun Park Eunho Yang Sung Ju Hwang Jinwoo Shin 17 159 0 17 Jul 2020
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss Mahmoud Daif Shunsuke Kitada Hitoshi Iyatomi VLM 17 3 0 20 Jun 2020
Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation Seyma Yucer S. Akçay Noura Al-Moubayed T. Breckon 14 61 0 19 Apr 2020
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise Michał Koziarski Michal Wo'zniak Bartosz Krawczyk 11 112 0 07 Apr 2020
M2m: Imbalanced Classification via Major-to-minor Translation Jaehyung Kim Jongheon Jeong Jinwoo Shin 15 220 0 01 Apr 2020
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification Liuyu Xiang Guiguang Ding Jungong Han 11 279 0 06 Jan 2020
Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning Han-Jia Ye Hong-You Chen De-Chuan Zhan Wei-Lun Chao 24 99 0 06 Jan 2020
Maintaining Discrimination and Fairness in Class Incremental Learning Bowen Zhao Xi Xiao Guojun Gan Bin Zhang Shutao Xia CLL 16 415 0 16 Nov 2019
Decoupling Representation and Classifier for Long-Tailed Recognition Bingyi Kang Saining Xie Marcus Rohrbach Zhicheng Yan Albert Gordo Jiashi Feng Yannis Kalantidis OODD 36 1,188 0 21 Oct 2019
Hard-Aware Fashion Attribute Classification Yun Ye Yixin Li Bo Wu Wei Zhang Lingyu Duan Tao Mei AI4TS 22 5 0 25 Jul 2019
Generative Adversarial Minority Oversampling S. S. Mullick Shounak Datta Swagatam Das 19 174 0 22 Mar 2019
Dynamic Curriculum Learning for Imbalanced Data Classification Yiru Wang Weihao Gan Jie Yang Wei Yu Wu Junjie Yan 25 216 0 21 Jan 2019
Image Super-Resolution as a Defense Against Adversarial Attacks Aamir Mustafa Salman H. Khan Munawar Hayat Jianbing Shen Ling Shao AAML SupR 19 167 0 07 Jan 2019
G-SMOTE: A GMM-based synthetic minority oversampling technique for imbalanced learning Tianlun Zhang Xi Yang 14 5 0 24 Oct 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 42 3,950 0 15 Jul 2018
Imbalanced Deep Learning by Minority Class Incremental Rectification Qi Dong S. Gong Xiatian Zhu 19 325 0 28 Apr 2018
Adversarial Training of Variational Auto-encoders for High Fidelity Image Generation Salman H. Khan Munawar Hayat Nick Barnes GAN DRL 19 20 0 27 Apr 2018
Model identification for ARMA time series through convolutional neural networks Wai Hoh Tang A. Röllin 13 17 0 12 Apr 2018
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 21 1,410 0 24 Mar 2018
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej Mazurowski 27 2,317 0 15 Oct 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 17 116 0 10 Apr 2017
ResFeats: Residual Network Based Features for Image Classification A. Mahmood Bennamoun Senjian An Ferdous Sohel VLM SSeg 26 58 0 21 Nov 2016