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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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Title
Prediction of Diblock Copolymer Morphology via Machine Learning Hyun Park Boyuan Yu Juhae Park Ge Sun E. Tajkhorshid J. Pablo Ludwig Schneider AI4CE 64 2 0 31 Aug 2023
Blind Source Separation of Single-Channel Mixtures via Multi-Encoder Autoencoders Matthew B. Webster Joonnyong Lee 68 1 0 31 Aug 2023
Decoupled Local Aggregation for Point Cloud Learning Binjie Chen Yunzhou Xia Yu Zang Cheng-Yu Wang Jonathan Li 3DPC 79 10 0 31 Aug 2023
Curvature-based Pooling within Graph Neural Networks Cedric Sanders Andreas Roth Thomas Liebig 80 5 0 31 Aug 2023
Adversarial Finetuning with Latent Representation Constraint to Mitigate Accuracy-Robustness Tradeoff Satoshi Suzuki Shin'ya Yamaguchi Shoichiro Takeda Sekitoshi Kanai Naoki Makishima Atsushi Ando Ryo Masumura AAML 96 5 0 31 Aug 2023
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 117 74 0 30 Aug 2023
Federated Two Stage Decoupling With Adaptive Personalization Layers Hangyu Zhu Yuxiang Fan Zhenping Xie FedML 69 3 0 30 Aug 2023
Enhancing Mobile Face Anti-Spoofing: A Robust Framework for Diverse Attack Types under Screen Flash Weihua Liu Chaochao Lin Yunzhen Yan CVBM AAML 39 1 0 29 Aug 2023
Uncovering the Hidden Cost of Model Compression Diganta Misra Muawiz Chaudhary Agam Goyal Bharat Runwal Pin-Yu Chen VLM 95 0 0 29 Aug 2023
CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction Umar Khalid Hasan Iqbal Saeed Vahidian Jing Hua Chong Chen 67 3 0 29 Aug 2023
Time-Frequency Transformer: A Novel Time Frequency Joint Learning Method for Speech Emotion Recognition Yong Wang Cheng Lu Yuan Zong Hailun Lian Yan Zhao Sunan Li ViT 47 4 0 28 Aug 2023
SuperUDF: Self-supervised UDF Estimation for Surface Reconstruction Hui Tian Chenyang Zhu Yifei Shi Kaiyang Xu 132 6 0 28 Aug 2023
Learning end-to-end inversion of circular Radon transforms in the partial radial setup Deep Ray Souvik Roy 50 0 0 27 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 134 21 0 27 Aug 2023
A Two-Dimensional Deep Network for RF-based Drone Detection and Identification Towards Secure Coverage Extension Zixiao Zhao Qinghe Du Xiang Yao Lei Lu Shijiao Zhang 22 2 0 26 Aug 2023
Throughput Maximization of DNN Inference: Batching or Multi-Tenancy? Seyed Morteza Nabavinejad M. Ebrahimi Sherief Reda 55 1 0 26 Aug 2023
Generalized Lightness Adaptation with Channel Selective Normalization Mingde Yao Jie Huang Xin Jin Ruikang Xu Shenglong Zhou Man Zhou Zhiwei Xiong 100 14 0 26 Aug 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 82 16 0 26 Aug 2023
ACC-UNet: A Completely Convolutional UNet model for the 2020s Nabil Ibtehaz Daisuke Kihara MedIm OOD ViT 57 49 0 25 Aug 2023
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans Giang Nguyen Valerie Chen Mohammad Reza Taesiri Anh Totti Nguyen 87 4 0 25 Aug 2023
Mesh-Wise Prediction of Demographic Composition from Satellite Images Using Multi-Head Convolutional Neural Network Yuta Sato 3DH 42 0 0 25 Aug 2023
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features Zheng Gao Chen Feng Ioannis Patras SSL 74 4 0 25 Aug 2023
Squeeze aggregated excitation network N. Mahendran FAtt 29 1 0 25 Aug 2023
SVQNet: Sparse Voxel-Adjacent Query Network for 4D Spatio-Temporal LiDAR Semantic Segmentation Xue-jun Chen Shuangjie Xu Xiaoyi Zou Tongyi Cao Dit-Yan Yeung Lu Fang 3DPC 100 10 0 25 Aug 2023
CDAN: Convolutional Dense Attention-guided Network for Low-light Image Enhancement Hossein Shakibania Sina Raoufi H. Khotanlou 74 7 0 24 Aug 2023
Geodesic Mode Connectivity Charlie Tan Theodore Long Sarah Zhao Rudolf Laine 75 2 0 24 Aug 2023
Persistent learning signals and working memory without continuous attractors Il Memming Park Ábel Ságodi Piotr Sokól 104 9 0 24 Aug 2023
Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis Yuqi Fang Jinjian Wu Qianqian Wang S. Qiu Andrea Bozoki Huaicheng Yan Mingxia Liu 64 8 0 24 Aug 2023
Self-Supervised Knowledge-Driven Deep Learning for 3D Magnetic Inversion Yinshuo Li Zhu Jia Wenkai Lu Cao Song 19 1 0 23 Aug 2023
Will More Expressive Graph Neural Networks do Better on Generative Tasks? Xian-Quan Zou Xiangyu Zhao Pietro Lio Yiren Zhao 45 3 0 23 Aug 2023
Mode Combinability: Exploring Convex Combinations of Permutation Aligned Models Adrián Csiszárik M. Kiss Péter Korösi-Szabó Márton Muntag Gergely Papp D. Varga MoMe 57 1 0 22 Aug 2023
SwinFace: A Multi-task Transformer for Face Recognition, Expression Recognition, Age Estimation and Attribute Estimation Lixiong Qin Mei Wang Chao Deng K. Wang Xiangshan Chen Jiani Hu Weihong Deng CVBM ViT 81 47 0 22 Aug 2023
A Survey on Self-Supervised Representation Learning Tobias Uelwer Jan Robine Stefan Sylvius Wagner Marc Höftmann Eric Upschulte S. Konietzny Maike Behrendt Stefan Harmeling SSL AI4TS OOD 138 12 0 22 Aug 2023
SDeMorph: Towards Better Facial De-morphing from Single Morph Nitish Shukla DiffM 59 5 0 22 Aug 2023
Machine Learning-based Positioning using Multivariate Time Series Classification for Factory Environments Nisal Hemadasa Manikku Badu Marcus Venzke V. Turau Yanqiu Huang 51 1 0 22 Aug 2023
Video BagNet: short temporal receptive fields increase robustness in long-term action recognition Ombretta Strafforello X. Liu Klamer Schutte Jan van Gemert 42 2 0 22 Aug 2023
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks Yiding Lu Yijie Lin Mouxing Yang Dezhong Peng Peng Hu Xiaocui Peng 105 44 0 22 Aug 2023
Random Word Data Augmentation with CLIP for Zero-Shot Anomaly Detection Masato Tamura VLM 82 10 0 22 Aug 2023
Spectral Graphormer: Spectral Graph-based Transformer for Egocentric Two-Hand Reconstruction using Multi-View Color Images Tze Ho Elden Tse Franziska Mueller Zhengyang Shen Danhang Tang Thabo Beeler ... Yinda Zhang S. Petrovic H. Chang Jonathan Taylor Bardia Doosti 75 7 0 21 Aug 2023
Unlocking Accuracy and Fairness in Differentially Private Image Classification Leonard Berrada Soham De J. Shen Jamie Hayes Robert Stanforth David Stutz Pushmeet Kohli Samuel L. Smith Borja Balle 76 15 0 21 Aug 2023
Towards Accelerated Model Training via Bayesian Data Selection Zhijie Deng Peng Cui Jun Zhu 89 5 0 21 Aug 2023
Representation Disparity-aware Distillation for 3D Object Detection Yanjing Li Sheng Xu Mingbao Lin Jihao Yin Baochang Zhang Xianbin Cao 66 4 0 20 Aug 2023
DomainAdaptor: A Novel Approach to Test-time Adaptation Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD TTA 90 17 0 20 Aug 2023
On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion Yu-Sheng Li Xun Xu Yongyi Su Kui Jia OOD VLM TTA 78 22 0 19 Aug 2023
Backdoor Mitigation by Correcting the Distribution of Neural Activations Xi Li Zhen Xiang David J. Miller G. Kesidis AAML 50 0 0 18 Aug 2023
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation Junhui Liang Yang Liu Vladimir Vlassov 127 5 0 18 Aug 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 67 52 0 18 Aug 2023
Understanding the Role of Layer Normalization in Label-Skewed Federated Learning Guojun Zhang Mahdi Beitollahi Alex Bie Xi Chen FedML MLT AI4CE 69 3 0 18 Aug 2023
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Filip Szatkowski Mateusz Pyla Marcin Przewiȩźlikowski Sebastian Cygert Bartlomiej Twardowski Tomasz Trzciñski CLL 99 11 0 18 Aug 2023
Latent State Models of Training Dynamics Michael Y. Hu Angelica Chen Naomi Saphra Kyunghyun Cho 115 8 0 18 Aug 2023