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"

20 / 20 papers shown

Title
Fractal Calibration for long-tailed object detection Konstantinos Panagiotis Alexandridis Ismail Elezi Jiankang Deng Anh H. Nguyen Shan Luo 380 0 0 15 Oct 2024
Rethinking the Value of Labels for Improving Class-Imbalanced Learning Yuzhe Yang Zhi Xu SSL 122 407 0 13 Jun 2020
Cost-aware Pre-training for Multiclass Cost-sensitive Deep Learning Yu-An Chung Hsuan-Tien Lin Shao-Wen Yang 50 82 0 30 Nov 2015
Batch-normalized Maxout Network in Network Jia-Ren Chang Yonghao Chen OOD 88 108 0 09 Nov 2015
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree Chen-Yu Lee Patrick W. Gallagher Zhuowen Tu AI4CE 73 484 0 30 Sep 2015
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition Salman H. Khan Munawar Hayat Bennamoun R. Togneri Ferdous Sohel 61 71 0 17 Jun 2015
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 327 2,238 0 18 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.4K 100,213 0 04 Sep 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 357 11,199 0 18 Jun 2014
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 204 3,416 0 14 May 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 147 4,938 0 23 Mar 2014
Multi-scale Orderless Pooling of Deep Convolutional Activation Features Yunchao Gong Liwei Wang Ruiqi Guo Svetlana Lazebnik 176 1,090 0 07 Mar 2014
Improving Deep Neural Networks with Probabilistic Maxout Units Jost Tobias Springenberg Martin Riedmiller BDL OOD 196 101 0 20 Dec 2013
Network In Network Min Lin Qiang Chen Shuicheng Yan 279 6,274 0 16 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 519 15,861 0 12 Nov 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 270 26,168 0 11 Nov 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 176 4,948 0 06 Oct 2013
Maxout Networks Ian Goodfellow David Warde-Farley M. Berk Mirza Aaron Courville Yoshua Bengio OOD 224 2,177 0 18 Feb 2013
Stochastic Pooling for Regularization of Deep Convolutional Neural Networks Matthew D. Zeiler Rob Fergus 172 989 0 16 Jan 2013
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 337 25,569 0 09 Jun 2011