Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation

12 August 2017

Papers citing "Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation"

15 / 15 papers shown

Title
Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment Mengke Li Yiu-ming Cheung Yang Lu 22 90 0 19 May 2023
OTFace: Hard Samples Guided Optimal Transport Loss for Deep Face Representation J. Qian Shumin Zhu Chao-Yue Zhao Jian Yang Wai Keung Wong CVBM 24 5 0 28 Mar 2022
GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification Lizhe Liu Mingqiang Chen Xiaohao Chen Siyu Zhu Ping Tan CVBM 11 4 0 22 Nov 2021
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation Jungbeom Lee Jooyoung Choi J. Mok Sungroh Yoon SSeg 210 134 0 13 Oct 2021
Recent Advances in Deep Learning Techniques for Face Recognition Md. Tahmid Hasan Fuad Awal Ahmed Fime Delowar Sikder Md. Akil Raihan Iftee Jakaria Rabbi Mabrook S. Al-Rakhami Abdu H. Gumaei Ovishake Sen Mohtasim Fuad Md. Nazrul Islam 22 63 0 18 Mar 2021
DAIL: Dataset-Aware and Invariant Learning for Face Recognition Gaoang Wang Lin Chen Tianqiang Liu Ming He Jiebo Luo CVBM 24 5 0 14 Jan 2021
Age Gap Reducer-GAN for Recognizing Age-Separated Faces Daksha Yadav Naman Kohli Mayank Vatsa Richa Singh A. Noore CVBM GAN 8 8 0 11 Nov 2020
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
Learning Rate Dropout Huangxing Lin Weihong Zeng Xinghao Ding Yue Huang Yihong Zhuang John Paisley ODL 16 9 0 30 Nov 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 20 29 0 22 Jan 2019
Minimum Margin Loss for Deep Face Recognition Xin Wei Hui Wang B. Scotney Huan Wan CVBM 28 41 0 17 May 2018
Learning Discriminative Features with Multiple Granularities for Person Re-Identification Guanshuo Wang Yufeng Yuan Xiong Chen Jiwei Li Xi Zhou OOD 14 1,303 0 04 Apr 2018
When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D for Pose-Invariant Face Recognition Xiang Xu Pengfei Dou Ha A. Le I. Kakadiaris CVBM 13 2 0 19 Sep 2017
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 248 921 0 03 Dec 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 243 7,633 0 03 Jul 2012