Group Normalization

22 March 2018

Papers citing "Group Normalization"

50 / 653 papers shown

Title
Intriguing properties of adversarial training at scale Cihang Xie Alan Yuille AAML 13 68 0 10 Jun 2019
S-ConvNet: A Shallow Convolutional Neural Network Architecture for Neuromuscular Activity Recognition Using Instantaneous High-Density Surface EMG Images M. Islam Daniel Massicotte F. Nougarou P. Massicotte Weiping Zhu 21 9 0 08 Jun 2019
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks Xiang Li Xiaolin Hu Jian Yang 24 193 0 23 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 66 1,245 0 13 May 2019
Supervized Segmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 16 1 0 10 May 2019
Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation Colin Wei Tengyu Ma 25 109 0 09 May 2019
PPGNet: Learning Point-Pair Graph for Line Segment Detection Ziheng Zhang Zhengxin Li N. Bi Jia Zheng Jinlei Wang Kun Huang Weixin Luo Yanyu Xu Shenghua Gao GNN 26 78 0 09 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 60 523 0 08 May 2019
Seamless Scene Segmentation Lorenzo Porzi Samuel Rota Buló Aleksander Colovic Peter Kontschieder SSeg 27 207 0 03 May 2019
HAR-Net: Joint Learning of Hybrid Attention for Single-stage Object Detection Yali Li Shengjin Wang 22 32 0 25 Apr 2019
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection Youngwan Lee Joong-won Hwang Sangrok Lee Yuseok Bae Jongyoul Park PINN ObjD 24 357 0 22 Apr 2019
Automated Segmentation of Pulmonary Lobes using Coordination-Guided Deep Neural Networks Wenjia Wang Junxuan Chen Jie Zhao Ying Chi Xuansong Xie Li Zhang Xiansheng Hua 16 24 0 19 Apr 2019
Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers Jingwen He Chao Dong Yu Qiao SupR 27 91 0 17 Apr 2019
EvalNorm: Estimating Batch Normalization Statistics for Evaluation Saurabh Singh Abhinav Shrivastava 26 51 0 12 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 74 538 0 10 Apr 2019
Effective and Efficient Dropout for Deep Convolutional Neural Networks Shaofeng Cai Jinyang Gao Gang Chen Beng Chin Ooi Wei Wang Meihui Zhang BDL 18 53 0 06 Apr 2019
Convolutional Self-Attention Networks Baosong Yang Longyue Wang Derek F. Wong Lidia S. Chao Zhaopeng Tu 24 124 0 05 Apr 2019
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 3DPC 25 150 0 03 Apr 2019
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints Shaofeng Cai Gang Chen Beng Chin Ooi Jinyang Gao 25 19 0 03 Apr 2019
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements Kaixuan Wei Jiaolong Yang Ying Fu David Wipf Hua Huang 21 146 0 01 Apr 2019
Weakly Supervised Object Detection with Segmentation Collaboration Xiaoyan Li Meina Kan Shiguang Shan Xilin Chen WSOD 17 96 0 01 Apr 2019
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization Siyuan Qiao Huiyu Wang Chenxi Liu Wei Shen Alan Yuille MQ 32 144 0 25 Mar 2019
Accelerating Training of Deep Neural Networks with a Standardization Loss Jasmine Collins Johannes Ballé Jonathon Shlens 21 3 0 03 Mar 2019
Segmentation of Roots in Soil with U-Net Abraham George Smith Jens Petersen Raghavendra Selvan C. Rasmussen 19 122 0 28 Feb 2019
Towards Robust ResNet: A Small Step but A Giant Leap Jingfeng Zhang Bo Han L. Wynter K. H. Low Mohan Kankanhalli 24 41 0 28 Feb 2019
WIDER Face and Pedestrian Challenge 2018: Methods and Results Chen Change Loy Dahua Lin Wanli Ouyang Yuanjun Xiong Shuo Yang ... Qiaokang Xie Ziyang Wu Lei Lu Yiheng Liu Wen-gang Zhou CVBM 16 37 0 19 Feb 2019
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free Cheng-Yang Fu Mykhailo Shvets Alexander C. Berg ObjD 33 137 0 10 Jan 2019
Unsupervised Image Decomposition in Vector Layers Othman Sbai Camille Couprie Mathieu Aubry 41 8 0 13 Dec 2018
Theoretical Analysis of Auto Rate-Tuning by Batch Normalization Sanjeev Arora Zhiyuan Li Kaifeng Lyu 34 130 0 10 Dec 2018
Learning to Fuse Things and Stuff Jie Li Allan Raventos Arjun Bhargava Takaaki Tagawa Adrien Gaidon 33 104 0 04 Dec 2018
Parsing R-CNN for Instance-Level Human Analysis Lu Yang Q. Song Zhihui Wang Ming Jiang SSeg 56 121 0 30 Nov 2018
Partial Convolution based Padding Guilin Liu Kevin J. Shih Ting-Chun Wang F. Reda Karan Sapra Zhiding Yu Andrew Tao Bryan Catanzaro VLM 30 91 0 28 Nov 2018
A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization Bowen Cheng Yunchao Wei Jiahui Yu Shiyu Chang Jinjun Xiong Wen-mei W. Hwu Thomas S. Huang Humphrey Shi OOD VLM 38 6 0 23 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 47 1,076 0 21 Nov 2018
Regularizing by the Variance of the Activations' Sample-Variances Etai Littwin Lior Wolf VLM 23 12 0 21 Nov 2018
Incremental Few-Shot Learning with Attention Attractor Networks Mengye Ren Renjie Liao Ethan Fetaya R. Zemel CLL 30 181 0 16 Oct 2018
Mode Normalization Lucas Deecke Iain Murray Hakan Bilen OOD 29 33 0 12 Oct 2018
Improving the Generalization of Adversarial Training with Domain Adaptation Chuanbiao Song Kun He Liwei Wang J. Hopcroft AAML OOD 28 131 0 01 Oct 2018
Mini-batch Serialization: CNN Training with Inter-layer Data Reuse Sangkug Lym Armand Behroozi W. Wen Ge Li Yongkee Kwon M. Erez 12 25 0 30 Sep 2018
Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data Chengxi Ye A. Mitrokhin Cornelia Fermuller J. Yorke Yiannis Aloimonos MDE 21 37 0 23 Sep 2018
Removing the Feature Correlation Effect of Multiplicative Noise Zijun Zhang Yining Zhang Zongpeng Li 13 8 0 19 Sep 2018
Direct Training for Spiking Neural Networks: Faster, Larger, Better Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 32 639 0 16 Sep 2018
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation Xiao-Yun Zhou Guang-Zhong Yang 18 77 0 11 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 74 2,420 0 06 Sep 2018
Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction Po-Yu Kao Thuyen Ngo Angela Zhang Jefferson W. Chen B. S. Manjunath 20 84 0 20 Jul 2018
Large-Scale Visual Speech Recognition Brendan Shillingford Yannis Assael Matthew W. Hoffman T. Paine Cían Hughes ... Marie Mulville Ben Coppin Ben Laurie A. Senior Nando de Freitas 26 152 0 13 Jul 2018
Laplacian Smoothing Gradient Descent Stanley Osher Bao Wang Penghang Yin Xiyang Luo Farzin Barekat Minh Pham A. Lin ODL 22 43 0 17 Jun 2018
Training Faster by Separating Modes of Variation in Batch-normalized Models Mahdi M. Kalayeh M. Shah 27 42 0 07 Jun 2018
Understanding Batch Normalization Johan Bjorck Carla P. Gomes B. Selman Kilian Q. Weinberger 21 593 0 01 Jun 2018
How Does Batch Normalization Help Optimization? Shibani Santurkar Dimitris Tsipras Andrew Ilyas A. Madry ODL 32 1,522 0 29 May 2018