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Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks

20 February 2017

Lei Wang

Papers citing "Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks"

34 / 84 papers shown

Title
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 197 80 0 17 Sep 2020
TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings Taeheon Lee Jeonghwan Hwang Honggu Lee 79 7 0 10 Sep 2020
Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices Yongxin Liu Jian Wang Jianqiang Li Haoze Song Thomas T. Yang Shuteng Niu Zhong Ming 47 72 0 27 Aug 2020
Learn Faster and Forget Slower via Fast and Stable Task Adaptation Farshid Varno Lucas May Petry Lisa Di-Jorio Stan Matwin CLL 60 2 0 02 Jul 2020
Insights from the Future for Continual Learning Arthur Douillard Eduardo Valle Charles Ollion Thomas Robert Matthieu Cord VLM CLL 77 11 0 24 Jun 2020
An Informal Introduction to Multiplet Neural Networks Nathan E. Frick 21 0 0 02 Jun 2020
Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks Chunjie Luo Jianfeng Zhan Lei Wang Wanling Gao 137 1 0 14 May 2020
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning Arthur Douillard Matthieu Cord Charles Ollion Thomas Robert Eduardo Valle CLL 59 6 0 28 Apr 2020
Memory-Efficient Incremental Learning Through Feature Adaptation Ahmet Iscen Jeffrey O. Zhang Svetlana Lazebnik Cordelia Schmid CLL VLM 75 165 0 01 Apr 2020
Extended Batch Normalization Chunjie Luo Jianfeng Zhan Lei Wang Wanling Gao 134 14 0 12 Mar 2020
TaskNorm: Rethinking Batch Normalization for Meta-Learning J. Bronskill Jonathan Gordon James Requeima Sebastian Nowozin Richard Turner 99 91 0 06 Mar 2020
An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers' Outputs You Huang Yuanlong Yu 72 7 0 09 Jan 2020
Penalty Method for Inversion-Free Deep Bilevel Optimization Akshay Mehra Jihun Hamm 148 46 0 08 Nov 2019
Transformers without Tears: Improving the Normalization of Self-Attention Toan Q. Nguyen Julian Salazar 96 231 0 14 Oct 2019
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective Keqin Li Martin Renqiang Min Y. Fu VLM 107 127 0 13 Sep 2019
AIBench: An Industry Standard Internet Service AI Benchmark Suite Wanling Gao Fei Tang Lei Wang Jianfeng Zhan Chunxin Lan ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 68 45 0 13 Aug 2019
Incremental Concept Learning via Online Generative Memory Recall Huaiyu Li Weiming Dong Bao-Gang Hu CLL 62 23 0 05 Jul 2019
A Brain-inspired Algorithm for Training Highly Sparse Neural Networks Zahra Atashgahi Joost Pieterse Shiwei Liu Decebal Constantin Mocanu Raymond N. J. Veldhuis Mykola Pechenizkiy 83 15 0 17 Mar 2019
Hyperspherical Prototype Networks Pascal Mettes Elise van der Pol Cees G. M. Snoek 104 126 0 29 Jan 2019
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks Xiaoyong Yuan Zheng Feng Matthew Norton Xiaolin Li 42 24 0 08 Dec 2018
Self-Organizing Maps for Storage and Transfer of Knowledge in Reinforcement Learning Thommen George Karimpanal Roland Bouffanais 53 55 0 18 Nov 2018
Super-Identity Convolutional Neural Network for Face Hallucination Kaipeng Zhang Zhanpeng Zhang Chia-Wen Cheng Winston H. Hsu L. Burget Wen Liu Tong Zhang SupR 81 131 0 06 Nov 2018
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation Xiao-Yun Zhou Guang-Zhong Yang 105 80 0 11 Sep 2018
Scalable Angular Discriminative Deep Metric Learning for Face Recognition Bowen Wu Hua-Ming Wu Jun Wang CVBM 72 3 0 29 Apr 2018
Dynamic Few-Shot Visual Learning without Forgetting Spyros Gidaris N. Komodakis VLM 92 1,132 0 25 Apr 2018
Ring loss: Convex Feature Normalization for Face Recognition Yutong Zheng Dipan K. Pal Marios Savvides CVBM 78 198 0 28 Feb 2018
BigDataBench: A Scalable and Unified Big Data and AI Benchmark Suite Wanling Gao Jianfeng Zhan Lei Wang Chunjie Luo Daoyi Zheng ... Hainan Ye Haoning Tang Zheng Cao Shujie Zhang Jiahui Dai 77 35 0 23 Feb 2018
Active Neural Localization Devendra Singh Chaplot Emilio Parisotto Ruslan Salakhutdinov 81 86 0 24 Jan 2018
Low-Shot Learning with Imprinted Weights Qi Matthew A. Brown D. Lowe VLM 59 12 0 19 Dec 2017
The exploding gradient problem demystified - definition, prevalence, impact, origin, tradeoffs, and solutions George Philipp Basel Alomair J. Carbonell ODL 103 46 0 15 Dec 2017
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing Savas Ozkan Berk Kaya G. Akar 82 195 0 06 Aug 2017
von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification Abul Hasnat Julien Bohné Jonathan Milgram S. Gentric Liming Chen CVBM 106 93 0 13 Jun 2017
Feature Incay for Representation Regularization Yuhui Yuan Kuiyuan Yang Chao Zhang 71 16 0 29 May 2017
Flow-Guided Feature Aggregation for Video Object Detection Xizhou Zhu Yujie Wang Jifeng Dai Lu Yuan Yichen Wei 125 622 0 29 Mar 2017