DisturbLabel: Regularizing CNN on the Loss Layer

30 April 2016

Jingdong Wang

Meng Wang

Papers citing "DisturbLabel: Regularizing CNN on the Loss Layer"

50 / 105 papers shown

Title
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification Penny Chong Lukas Ruff Marius Kloft Alexander Binder 29 35 0 24 Jan 2020
Rethinking Curriculum Learning with Incremental Labels and Adaptive Compensation Madan Ravi Ganesh Jason J. Corso ODL 16 10 0 13 Jan 2020
Regularization via Structural Label Smoothing Weizhi Li Gautam Dasarathy Visar Berisha UQCV 19 51 0 07 Jan 2020
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey G. Algan ilkay Ulusoy NoLa VLM 19 322 0 11 Dec 2019
Learning Rate Dropout Huangxing Lin Weihong Zeng Xinghao Ding Yue Huang Yihong Zhuang John Paisley ODL 16 9 0 30 Nov 2019
Preparing Lessons: Improve Knowledge Distillation with Better Supervision Tiancheng Wen Shenqi Lai Xueming Qian 23 67 0 18 Nov 2019
Adversarial Margin Maximization Networks Ziang Yan Yiwen Guo Changshui Zhang AAML 6 12 0 14 Nov 2019
Implicit Semantic Data Augmentation for Deep Networks Yulin Wang Xuran Pan Shiji Song Hong Zhang Cheng Wu Gao Huang 17 194 0 26 Sep 2019
Convolutional Neural Networks with Dynamic Regularization Yi Wang Zhen-Peng Bian Junhui Hou Lap-Pui Chau 11 21 0 26 Sep 2019
Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers Fathma Siddique S. Sakib M. Siddique 6 61 0 12 Sep 2019
Self-Teaching Networks Liang Lu Eric Sun Y. Gong SSL 12 4 0 09 Sep 2019
Reinforcing Medical Image Classifier to Improve Generalization on Small Datasets Walid Abdullah Al I. Yun 14 3 0 02 Sep 2019
Regularizing CNN Transfer Learning with Randomised Regression Yang Zhong A. Maki 11 13 0 16 Aug 2019
Adaptive Regularization of Labels Qianggang Ding Sifan Wu Hao Sun Jiadong Guo Shutao Xia ODL 8 29 0 15 Aug 2019
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning Eric Arazo Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness 14 815 0 08 Aug 2019
Adaptive Regularization via Residual Smoothing in Deep Learning Optimization Jung-Kyun Cho Junseok Kwon Byung-Woo Hong 26 1 0 23 Jul 2019
AugLabel: Exploiting Word Representations to Augment Labels for Face Attribute Classification Binod Bhattarai Rumeysa Bodur Tae-Kyun Kim CVBM 14 5 0 15 Jul 2019
When Does Label Smoothing Help? Rafael Müller Simon Kornblith Geoffrey E. Hinton UQCV 15 1,909 0 06 Jun 2019
P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification Bingzhe Wu Shiwan Zhao Guangyu Sun Xiaolu Zhang Zhong Su C. Zeng Zhihong Liu 17 39 0 30 May 2019
Deep Discriminative Clustering Analysis Jianlong Chang Yiwen Guo Lingfeng Wang Gaofeng Meng Shiming Xiang Chunhong Pan 28 49 0 05 May 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 23 29 0 22 Jan 2019
Cascaded V-Net using ROI masks for brain tumor segmentation Adrià Casamitjana Hugo J. Kuijf Bjoern H. Menze M. Reyes Verónica Vilaplana 17 196 0 30 Dec 2018
Leveraging Class Similarity to Improve Deep Neural Network Robustness P. Negi David M. Chan Mohammad H. Mahoor 9 2 0 23 Dec 2018
Densely Semantically Aligned Person Re-Identification Zhizheng Zhang Cuiling Lan Wenjun Zeng Zhibo Chen 17 266 0 21 Dec 2018
Virtual Class Enhanced Discriminative Embedding Learning Binghui Chen Weihong Deng Haifeng Shen 9 45 0 30 Nov 2018
Drop-Activation: Implicit Parameter Reduction and Harmonic Regularization Senwei Liang Y. Khoo Haizhao Yang AI4CE 14 1 0 14 Nov 2018
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network Rezoana Bente Arif M. Siddique Mohammad Mahmudur Rahman Khan M. Oishe 13 41 0 17 Sep 2018
Improving Regression Performance with Distributional Losses Ehsan Imani Martha White UQCV 6 64 0 12 Jun 2018
Adversarial Noise Layer: Regularize Neural Network By Adding Noise Zhonghui You Jinmian Ye Kunming Li Zenglin Xu Ping Wang 17 76 0 21 May 2018
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks Sungjoon Choi Sanghoon Hong Kyungjae Lee Sungbin Lim OOD 11 8 0 16 May 2018
Marrying up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding Bingfeng Luo Yansong Feng Zheng Wang Songfang Huang Rui Yan Dongyan Zhao 11 39 0 15 May 2018
Label Refinery: Improving ImageNet Classification through Label Progression Hessam Bagherinezhad Maxwell Horton Mohammad Rastegari Ali Farhadi 9 189 0 07 May 2018
Adversarial Training Versus Weight Decay A. Galloway T. Tanay Graham W. Taylor AAML 13 23 0 10 Apr 2018
Regularizing Deep Hashing Networks Using GAN Generated Fake Images Libing Geng Yan Pan Jikai Chen Hanjiang Lai GAN 13 0 0 26 Mar 2018
Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images Yi Zhu XueQing Deng Shawn D. Newsam 26 51 0 07 Feb 2018
Pseudo-positive regularization for deep person re-identification Fuqing Zhu Xiangwei Kong Haiyan Fu Q. Tian 25 9 0 17 Nov 2017
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 11 3,593 0 16 Aug 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 23 125 0 12 Aug 2017
PatchShuffle Regularization Guoliang Kang Xuanyi Dong Liang Zheng Yi Yang 16 74 0 22 Jul 2017
Adversarial Generation of Training Examples: Applications to Moving Vehicle License Plate Recognition Xinlong Wang Zhipeng Man Mingyu You Chunhua Shen GAN 14 7 0 11 Jul 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network Zizhao Zhang Yuanpu Xie Fuyong Xing M. McGough L. Yang MedIm 13 301 0 08 Jul 2017
Learning and Refining of Privileged Information-based RNNs for Action Recognition from Depth Sequences Zhiyuan Shi Tae-Kyun Kim 14 80 0 28 Mar 2017
SORT: Second-Order Response Transform for Visual Recognition Yan Wang Lingxi Xie Chenxi Liu Ya-Qin Zhang Wenjun Zhang Alan Yuille 14 53 0 20 Mar 2017
Genetic CNN Lingxi Xie Alan Yuille 3DV 39 835 0 04 Mar 2017
Deep Collaborative Learning for Visual Recognition Yan Wang Lingxi Xie Ya-Qin Zhang Wenjun Zhang Alan Yuille 20 4 0 03 Mar 2017
Regularizing Neural Networks by Penalizing Confident Output Distributions Gabriel Pereyra George Tucker J. Chorowski Lukasz Kaiser Geoffrey E. Hinton NoLa 23 1,124 0 23 Jan 2017
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network Anh Tran Tal Hassner I. Masi Gérard Medioni CVBM 3DH 3DV 9 479 0 15 Dec 2016
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 6 368 0 08 Dec 2016
Object Recognition with and without Objects Zhuotun Zhu Lingxi Xie Alan Yuille OCL ObjD 27 81 0 20 Nov 2016
Person Re-identification: Past, Present and Future Liang Zheng Yi Yang Alexander G. Hauptmann 16 1,100 0 10 Oct 2016