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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
Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems Yubin Xiao Di Wang Boyang Albert Li Huan Chen Wei Pang Xuan Wu Haoqiang Li Dong Xu Yanchun Liang You Zhou 91 4 0 01 Aug 2023
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Learning to Generate Training Datasets for Robust Semantic Segmentation Marwane Hariat Olivier Laurent Rémi Kazmierczak Shihao Zhang Andrei Bursuc Angela Yao Gianni Franchi UQCV 81 2 0 01 Aug 2023
Space Debris: Are Deep Learning-based Image Enhancements part of the Solution? M. Jamrozik Vincent Gaudillière M. A. Musallam Djamila Aouada 88 0 0 01 Aug 2023
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding Runyu Ding Jihan Yang Chuhui Xue Wenqing Zhang Song Bai Xiaojuan Qi 3DV VLM 84 29 0 01 Aug 2023
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy Shibo Jie Haoqing Wang Zhiwei Deng 76 34 0 31 Jul 2023
TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification Haozhen Zhang Le Yu Xi Xiao Qing Li F. Mercaldo Xiapu Luo Qixu Liu 80 54 0 31 Jul 2023
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging M. Valiuddin Christiaan Viviers R. V. Sloun Peter H. N. de With Fons van der Sommen UQCV 104 2 0 31 Jul 2023
Audio-visual video-to-speech synthesis with synthesized input audio Triantafyllos Kefalas Yannis Panagakis Maja Pantic VGen DiffM 100 1 0 31 Jul 2023
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection Ming Kang C. Ting F. F. Ting Raphaël C.-W. Phan 65 44 0 31 Jul 2023
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 111 7 0 30 Jul 2023
Weakly supervised learning for pattern classification in serial femtosecond crystallography Jianan Xie Ji Liu Chi Zhang Xihui Chen Ping Huai Jie Zheng Xiaofeng Zhang 22 1 0 30 Jul 2023
Stable Adam Optimization for 16-bit Neural Networks Training Juyoung Yun 25 1 0 30 Jul 2023
RGB-D-Fusion: Image Conditioned Depth Diffusion of Humanoid Subjects Sascha Kirch Valeria Olyunina Jan Ondřej Rafael Pagés Sergio Martín Clara Pérez-Molina 73 2 0 29 Jul 2023
You Can Backdoor Personalized Federated Learning Tiandi Ye Cen Chen Yinggui Wang Xiang Li Ming Gao AAML FedML 90 4 0 29 Jul 2023
Multi-output Headed Ensembles for Product Item Classification H. Shiokawa Pradipto Das Arthur R. Toth Justin Chiu 25 0 0 29 Jul 2023
AffineGlue: Joint Matching and Robust Estimation Dániel Baráth Dmytro Mishkin Luca Cavalli Paul-Edouard Sarlin Petr Hrubý Marc Pollefeys 3DV 74 5 0 28 Jul 2023
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization Chuyan Zhang Yuncheng Yang Hao Zheng Yun Gu 123 0 0 28 Jul 2023
R-Block: Regularized Block of Dropout for convolutional networks Liqi Wang Qiyang Hu 43 0 0 27 Jul 2023
Graph-based Polyphonic Multitrack Music Generation Emanuele Cosenza Andrea Valenti D. Bacciu 59 4 0 27 Jul 2023
Complete and separate: Conditional separation with missing target source attribute completion Dimitrios Bralios Efthymios Tzinis Paris Smaragdis 89 0 0 27 Jul 2023
How to Scale Your EMA Dan Busbridge Jason Ramapuram Pierre Ablin Tatiana Likhomanenko Eeshan Gunesh Dhekane Xavier Suau Russ Webb 82 19 0 25 Jul 2023
Reinterpreting survival analysis in the universal approximator age Sören Dittmer M. Roberts J. Preller AIX-COVNET Collaboration James H. F. Rudd J. Aston Carola-Bibiane Schönlieb 55 0 0 25 Jul 2023
NormAUG: Normalization-guided Augmentation for Domain Generalization Lei Qi Hongpeng Yang Yinghuan Shi Xin Geng OOD 101 13 0 25 Jul 2023
GaitFormer: Revisiting Intrinsic Periodicity for Gait Recognition Qianyu Wu Rui Xiao Kaixin Xu Jingcheng Ni Boxun Li Ziyao Xu CVBM 98 2 0 25 Jul 2023
Automotive Object Detection via Learning Sparse Events by Spiking Neurons Hu Zhang Yanchen Li Luziwei Leng Kaiwei Che Qian Liu Qinghai Guo Jianxing Liao Ran Cheng 111 7 0 24 Jul 2023
Deep neural network improves the estimation of polygenic risk scores for breast cancer Adrien Badré Li Zhang W. Muchero Justin C Reynolds Chongle Pan 72 49 0 24 Jul 2023
Simultaneous temperature estimation and nonuniformity correction from multiple frames N. Oz O. Berman N. Sochen David Mendelovich I. Klapp 69 1 0 23 Jul 2023
MIMONet: Multi-Input Multi-Output On-Device Deep Learning Zexin Li Xiaoxi He Yufei Li Shahab Nikkhoo Wei Yang Lothar Thiele Cong Liu 80 6 0 22 Jul 2023
Batch Clipping and Adaptive Layerwise Clipping for Differential Private Stochastic Gradient Descent Toan N. Nguyen Phuong Ha Nguyen Lam M. Nguyen Marten van Dijk 50 1 0 21 Jul 2023
CopyRNeRF: Protecting the CopyRight of Neural Radiance Fields Ziyuan Luo Qing Guo Ka Chun Cheung Simon See Renjie Wan 84 30 0 21 Jul 2023
Strip-MLP: Efficient Token Interaction for Vision MLP Guiping Cao Shengda Luo Wen-Fong Huang X. Lan D. Jiang Yaowei Wang Jianguo Zhang 108 12 0 21 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 72 2 0 21 Jul 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection Ming Li Jie Wu Xionghui Wang Chen Chen Jie Qin Xu Xiao Rui Wang Min Zheng Xin Pan ObjD VLM 86 18 0 20 Jul 2023
TwinLiteNet: An Efficient and Lightweight Model for Driveable Area and Lane Segmentation in Self-Driving Cars Huy Che Quang Dinh Phuc Nguyen Minh Pham D. Lam SSeg 124 15 0 20 Jul 2023
SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More Via Filter Pruning F. Alonso-Fernandez Kevin Hernandez Diaz J. M. Rubio J. Bigün PICV CVBM 54 2 0 20 Jul 2023
PreDiff: Precipitation Nowcasting with Latent Diffusion Models Zhihan Gao Xingjian Shi Boran Han Hongya Wang Xiaoyong Jin Danielle C. Maddix Yi Zhu Mu Li Bernie Wang BDL DiffM 99 64 0 19 Jul 2023
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition Isabel Funke Dominik Rivoir Stefanie Krell Stefanie Speidel 90 4 0 19 Jul 2023
Cryo-forum: A framework for orientation recovery with uncertainty measure with the application in cryo-EM image analysis Szu-Chi Chung 60 1 0 19 Jul 2023
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence Xia Huang Kai Fong Ernest Chong 73 3 0 19 Jul 2023
Watch out Venomous Snake Species: A Solution to SnakeCLEF2023 Feiran Hu Peng Wang Yangyang Li Chenlong Duan Zijian Zhu Fei Wang Faen Zhang Yong Li Xiu-Shen Wei 62 6 0 19 Jul 2023
A comparative analysis of SRGAN models Fatemeh Rezapoor Nikroo Ajinkya S. Deshmukh Anantha Sharma A. Tam K. Kumar Cleo Norris AD Dangi 54 1 0 18 Jul 2023
CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space Haibin Zheng Jinyin Chen Haibo Jin AAML 57 7 0 18 Jul 2023
Audio-driven Talking Face Generation with Stabilized Synchronization Loss Dogucan Yaman Fevziye Irem Eyiokur Leonard Barmann H. K. Ekenel Alexander Waibel CVBM 103 3 0 18 Jul 2023
How Many Neurons Does it Take to Approximate the Maximum? Itay Safran Daniel Reichman Paul Valiant 69 10 0 18 Jul 2023
Neural Network Pruning as Spectrum Preserving Process S. Yao Dantong Yu I. Koutis CVBM 30 1 0 18 Jul 2023
Siamese Networks for Weakly Supervised Human Activity Recognition Taoran Sheng Manfred Huber HAI 60 16 0 18 Jul 2023
Multi-Stage Cable Routing through Hierarchical Imitation Learning Jianlan Luo Charles Xu Xinyang Geng Gilbert Feng Kuan Fang L. Tan S. Schaal Sergey Levine 173 58 0 18 Jul 2023
What Can Simple Arithmetic Operations Do for Temporal Modeling? Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 96 11 0 18 Jul 2023