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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

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Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

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Synthesizing Anyone, Anywhere, in Any Pose Håkon Hukkelås Frank Lindseth 94 4 0 06 Apr 2023
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Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 113 6 0 06 Apr 2023
PointCAT: Cross-Attention Transformer for point cloud Xincheng Yang Mingze Jin Weiji He Qian Chen 3DPC ViT 77 3 0 06 Apr 2023
Patch-aware Batch Normalization for Improving Cross-domain Robustness Lei Qi Dongjia Zhao Yinghuan Shi Xin Geng OOD 101 0 0 06 Apr 2023
Robust Calibrate Proxy Loss for Deep Metric Learning Xinyue Li Jian Wang Wei Song Yanling Du Zhixiang Liu 62 1 0 06 Apr 2023
SMPConv: Self-moving Point Representations for Continuous Convolution Sanghyeon Kim Eunbyung Park 3DPC 88 13 0 05 Apr 2023
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data Vladislav Lialin Stephen Rawls David M. Chan Shalini Ghosh Anna Rumshisky Wael Hamza VLM AI4TS 98 6 0 04 Apr 2023
Multi-Level Contrastive Learning for Dense Prediction Task Qiushan Guo Yizhou Yu Yi Jiang Jiannan Wu Zehuan Yuan Ping Luo SSL 109 2 0 04 Apr 2023
Incorporating Unlabelled Data into Bayesian Neural Networks Mrinank Sharma Tom Rainforth Yee Whye Teh Vincent Fortuin SSL UQCV BDL 98 10 0 04 Apr 2023
On the Stability-Plasticity Dilemma of Class-Incremental Learning Dongwan Kim Bohyung Han CLL 58 52 0 04 Apr 2023
Image Blind Denoising Using Dual Convolutional Neural Network with Skip Connection Wencong Wu Shicheng Liao Guannan Lv Peng Liang Yungang Zhang 52 3 0 04 Apr 2023
Meta-Learning with a Geometry-Adaptive Preconditioner Suhyun Kang Duhun Hwang Moonjung Eo Taesup Kim Wonjong Rhee AI4CE 82 16 0 04 Apr 2023
Effects of spatiotemporal correlations in wind data on neural network-based wind predictions Heesoo Shin Mario Rüttgers Sangseung Lee 31 9 0 04 Apr 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution Jaeill Kim Suhyun Kang Duhun Hwang Jungwook Shin Wonjong Rhee DRL 109 24 0 04 Apr 2023
Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network Cong Han Yujie Zhong Dengjie Li Kai Han Lin Ma VLM SSeg 98 34 0 03 Apr 2023
Optimizing data-flow in Binary Neural Networks Lorenzo Vorabbi Davide Maltoni Stefano Santi MQ 83 6 0 03 Apr 2023
Integrating One-Shot View Planning with a Single Next-Best View via Long-Tail Multiview Sampling Sicong Pan Hao-Feng Hu Hui-yi Wei Nils Dengler Tobias Zaenker Murad Dawood Maren Bennewitz 85 7 0 03 Apr 2023
FinnWoodlands Dataset J. Lagos Urho Lempiö Esa Rahtu 3DV 105 9 0 03 Apr 2023
Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation Suho Lee SeungWon Seo Jihyo Kim Yejin Lee Sangheum Hwang 108 5 0 03 Apr 2023
Prediction of solar wind speed by applying convolutional neural network to potential field source surface (PFSS) magnetograms Rongpei Lin Zhekai Luo Jiansen He L. Xie C. Hou Shuwei Chen 24 1 0 03 Apr 2023
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS Juan R. Terven Diana-Margarita Córdova-Esparza 166 1,373 0 02 Apr 2023
Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis Hiroki Waida Yuichiro Wada Léo Andéol Takumi Nakagawa Yuhui Zhang Takafumi Kanamori SSL 93 6 0 01 Apr 2023
Q-DETR: An Efficient Low-Bit Quantized Detection Transformer Sheng Xu Yanjing Li Mingbao Lin Penglei Gao Guodong Guo Jinhu Lu Baochang Zhang MQ 98 24 0 01 Apr 2023
Mask Hierarchical Features For Self-Supervised Learning Fenggang Liu Yangguang Li Feng Liang Jilan Xu Bin Huang Jing Shao 35 0 0 01 Apr 2023
PEOPL: Characterizing Privately Encoded Open Datasets with Public Labels H. Esfahanizadeh Adam Yala Rafael G. L. DÓliveira Andrea J. D. Jaba Victor Quach ... Tommi Jaakkola Vinod Vaikuntanathan M. Ghobadi Regina Barzilay Muriel Médard 50 0 0 31 Mar 2023
Unsupervised Anomaly Detection and Localization of Machine Audio: A GAN-based Approach Anbai Jiang Weiqiang Zhang Yufeng Deng Pingyi Fan Jia-Wei Liu 106 20 0 31 Mar 2023
STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization Yijin Chen Xun Xu Yongyi Su Kui Jia TTA OOD ObjD 107 6 0 31 Mar 2023
Semi-Weakly Supervised Object Kinematic Motion Prediction Geng-Ming Liu Qian Sun Haibin Huang Chongyang Ma Yulan Guo L. Yi Hui Huang Ruizhen Hu 3DPC 126 13 0 31 Mar 2023
Dual Cross-Attention for Medical Image Segmentation Gorkem Can Ates P. Mohan Emrah Çelik 58 85 0 30 Mar 2023
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning Chongjian Ge Jiangliu Wang Zhan Tong Shoufa Chen Yibing Song Ping Luo SSL 75 28 0 30 Mar 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Nazmul Karim Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera Nazanin Rahnavard TTA 91 59 0 30 Mar 2023
Adaptive Cross Batch Normalization for Metric Learning Thalaiyasingam Ajanthan Matt Ma Anton Van Den Hengel Stephen Gould 57 0 0 30 Mar 2023
A Tensor-based Convolutional Neural Network for Small Dataset Classification Zhenhua Chen David J. Crandall 62 0 0 29 Mar 2023
BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection Sihao Hu Zhen Zhang B. Luo Shengliang Lu Bingsheng He Ling Liu 74 44 0 29 Mar 2023
Towards Understanding the Effect of Pretraining Label Granularity Guanzhe Hong Huayu Chen Ariel Fuxman Stanley H. Chan Enming Luo 68 2 0 29 Mar 2023
TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation Taeyeop Lee Jonathan Tremblay Valts Blukis Bowen Wen Byeong-uk Lee Inkyu Shin Stan Birchfield In So Kweon Kuk-Jin Yoon TTA 120 35 0 29 Mar 2023
An intelligent modular real-time vision-based system for environment perception Amirhossein Kazerouni A. Heydarian Milad Soltany Kadarvish Aida Mohammadshahi Abbas Omidi S. Ebadollahi 63 5 0 29 Mar 2023
A Comprehensive and Versatile Multimodal Deep Learning Approach for Predicting Diverse Properties of Advanced Materials Shun Muroga Yasuaki Miki Kenji Hata AI4CE 39 18 0 29 Mar 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 193 142 0 29 Mar 2023
When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP Sara Papi Marco Gaido Andrea Pilzer Matteo Negri 127 12 0 28 Mar 2023
LinK: Linear Kernel for LiDAR-based 3D Perception Tao Lu Xiang Ding Haisong Liu Gangshan Wu Liming Wang 103 39 0 28 Mar 2023
Generating artificial digital image correlation data using physics-guided adversarial networks D. Melching Erik Schultheis Eric Breitbarth GAN AI4CE 139 3 0 28 Mar 2023
Searching for long faint astronomical high energy transients: a data driven approach Riccardo Crupi G. Dilillo Kester Ward E. Bissaldi F. Fiore A. Vacchi 56 6 0 28 Mar 2023
Fully Hyperbolic Convolutional Neural Networks for Computer Vision Ahmad Bdeir Kristian Schwethelm Niels Landwehr 71 17 0 28 Mar 2023
Novel View Synthesis of Humans using Differentiable Rendering Guillaume Rochette Chris Russell Richard Bowden DiffM 61 0 0 28 Mar 2023
StarNet: Style-Aware 3D Point Cloud Generation Yunfan Zhang Hao Wang Guosheng Lin Vun Chan Hua Nicholas Zhiqi Shen Chunyan Miao 3DPC 3DV 69 1 0 28 Mar 2023
Solving Regularized Exp, Cosh and Sinh Regression Problems Zhihang Li Zhao Song Dinesh Manocha 97 39 0 28 Mar 2023
Large-scale pretraining on pathological images for fine-tuning of small pathological benchmarks Masataka Kawai Noriaki Ota Shinsuke Yamaoka 61 6 0 28 Mar 2023
Online Non-Destructive Moisture Content Estimation of Filter Media During Drying Using Artificial Neural Networks C. R. Wewer Alexandros Iosifidis 38 2 0 27 Mar 2023