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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
LiSnowNet: Real-time Snow Removal for LiDAR Point Cloud Ming-Yuan Yu Ram Vasudevan Matthew Johnson-Roberson 3DPC 75 19 0 18 Nov 2022
Spherical convolutional neural networks can improve brain microstructure estimation from diffusion MRI data Leevi Kerkelä K. Seunarine F. Szczepankiewicz C. Clark DiffM MedIm 39 2 0 17 Nov 2022
VeLO: Training Versatile Learned Optimizers by Scaling Up Luke Metz James Harrison C. Freeman Amil Merchant Lucas Beyer ... Naman Agrawal Ben Poole Igor Mordatch Adam Roberts Jascha Narain Sohl-Dickstein 148 60 0 17 Nov 2022
Convolutional neural networks for medical image segmentation J. Bertels D. Robben Robin Lemmens Dirk Vandermeulen SSeg 21 3 0 17 Nov 2022
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang Limin Wang Yu Qiao ViT 138 113 0 17 Nov 2022
Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation Yiyue Hu Lei Zhang Nan Mu Leijun Liu ViT MedIm 46 1 0 17 Nov 2022
RDRN: Recursively Defined Residual Network for Image Super-Resolution Alexander Panaetov Karim Elhadji Daou Igor Samenko Evgeny Tetin Ilya A Ivanov SupR 51 3 0 17 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 104 15 0 17 Nov 2022
FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data Tailin Zhou Jun Zhang Danny H. K. Tsang FedML 89 62 0 17 Nov 2022
Learning unfolded networks with a cyclic group structure Emmanouil Theodosis Demba E. Ba 43 0 0 16 Nov 2022
Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality Guy Ohayon Theo Adrai Michael Elad T. Michaeli AAML 116 14 0 16 Nov 2022
Structural Segmentation and Labeling of Tabla Solo Performances R. Gowriprasad R. Aravind H. Murthy LMTD 25 0 0 16 Nov 2022
Speaker Adaptation for End-To-End Speech Recognition Systems in Noisy Environments Dominik Wagner Ilja Baumann Sebastian P. Bayerl Korbinian Riedhammer Tobias Bocklet 77 2 0 16 Nov 2022
PAANet:Visual Perception based Four-stage Framework for Salient Object Detection using High-order Contrast Operator Yanbo Yuan Hua Zhong Haixiong Li Xiao cheng Linmei Xia 51 0 0 16 Nov 2022
Improving Feature-based Visual Localization by Geometry-Aided Matching Hailin Yu Youji Feng Weicai Ye Min Jiang Hujun Bao Guofeng Zhang 80 9 0 16 Nov 2022
PU GNN: Chargeback Fraud Detection in P2E MMORPGs via Graph Attention Networks with Imbalanced PU Labels Jiho Choi Junghoon Park Woocheol Kim Jin-Hyeok Park Yumin Suh Minchang Sung 68 2 0 16 Nov 2022
Scalar Invariant Networks with Zero Bias Chuqin Geng Xiaojie Xu Haolin Ye X. Si 82 2 0 15 Nov 2022
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research J. Bornschein Alexandre Galashov Ross Hemsley Amal Rannen-Triki Yutian Chen ... Angeliki Lazaridou Yee Whye Teh Andrei A. Rusu Razvan Pascanu MarcÁurelio Ranzato OOD VLM AI4TS 111 18 0 15 Nov 2022
REPAIR: REnormalizing Permuted Activations for Interpolation Repair Keller Jordan Hanie Sedghi O. Saukh R. Entezari Behnam Neyshabur MoMe 156 101 0 15 Nov 2022
Denoising diffusion models for out-of-distribution detection M. Graham W. H. Pinaya Petru-Daniel Tudosiu P. Nachev Sebastien Ourselin M. Jorge Cardoso 101 77 0 14 Nov 2022
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model Shuo Shao Wenyuan Yang Hanlin Gu Zhan Qin Lixin Fan Qiang Yang Kui Ren FedML 91 33 0 14 Nov 2022
Pruning Very Deep Neural Network Channels for Efficient Inference Yihui He 59 1 0 14 Nov 2022
Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale Weijie Sun Sunil Vasu Kalmady N. Sepehrvand L. Chu Zihan Wang Amir Salimi Abram Hindle Russ Greiner Padma Kaul 67 5 0 14 Nov 2022
Learning Latent Part-Whole Hierarchies for Point Clouds Xiang Gao Wei Hu Renjie Liao 3DPC 67 0 0 14 Nov 2022
Discovering Long-period Exoplanets using Deep Learning with Citizen Science Labels Shreshth A. Malik N. Eisner Chris J. Lintott Y. Gal 48 3 0 13 Nov 2022
Drug-target affinity prediction method based on consistent expression of heterogeneous data Boyuan Liu 22 0 0 13 Nov 2022
OpenGait: Revisiting Gait Recognition Toward Better Practicality Chao Fan Junhao Liang Chuanfu Shen Saihui Hou Yongzhen Huang Shiqi Yu CVBM 75 137 0 12 Nov 2022
ABCAS: Adaptive Bound Control of spectral norm as Automatic Stabilizer Shota Hirose Shiori Maki Naoki Wada Heming Sun J. Katto 52 0 0 12 Nov 2022
Equivariance with Learned Canonicalization Functions Sekouba Kaba Arnab Kumar Mondal Yan Zhang Yoshua Bengio Siamak Ravanbakhsh 127 71 0 11 Nov 2022
StereoISP: Rethinking Image Signal Processing for Dual Camera Systems Ahmad Bin Rabiah Qi Guo 64 0 0 11 Nov 2022
GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data Andrei Margeloiu Nikola Simidjievski Pietro Lio M. Jamnik DD AI4CE 82 5 0 11 Nov 2022
StrokeGAN+: Few-Shot Semi-Supervised Chinese Font Generation with Stroke Encoding Jinshan Zeng Yefei Wang Qi Chen Yunxin Liu Mingwen Wang Yuan Yao GAN 69 2 0 11 Nov 2022
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz AI4TS 92 15 0 11 Nov 2022
RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization Chengpeng Chen Zichao Guo Haien Zeng Pengfei Xiong Jian Dong 91 43 0 11 Nov 2022
Masked Contrastive Representation Learning Yuan Yao Nandakishor Desai M. Palaniswami SSL 158 8 0 11 Nov 2022
Efficient brain age prediction from 3D MRI volumes using 2D projections Johan Jönemo Muhammad Usman Akbar Robin Kämpe J. P. Hamilton Anders Eklund 61 5 0 10 Nov 2022
NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators Aditya Manglik Minesh Patel Haiyu Mao Behzad Salami Jisung Park Lois Orosa O. Mutlu 54 1 0 10 Nov 2022
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning Yang Zhou Yuda Song Hui Qian Xin Du VLM 71 1 0 10 Nov 2022
HSGNet: Object Re-identification with Hierarchical Similarity Graph Network Fei Shen Mengwan Wei Junchi Ren 83 11 0 10 Nov 2022
Unsupervised Deep Learning-based clustering for Human Activity Recognition H. Amrani D. Micucci Paolo Napoletano 24 4 0 10 Nov 2022
Few-shot Classification with Hypersphere Modeling of Prototypes Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Haitao Zheng Zhiyuan Liu Pengjun Xie 93 9 0 10 Nov 2022
Affordance detection with Dynamic-Tree Capsule Networks A. Rodríguez-Sánchez Simon Haller-Seeber David Peer Chris Engelhardt Jakob Mittelberger Matteo Saveriano 3DPC 56 2 0 09 Nov 2022
Training a Vision Transformer from scratch in less than 24 hours with 1 GPU Saghar Irandoust Thibaut Durand Yunduz Rakhmangulova Wenjie Zi Hossein Hajimirsadeghi ViT 95 7 0 09 Nov 2022
Designing Network Design Strategies Through Gradient Path Analysis Chien-Yao Wang Hongpeng Liao I-Hau Yeh 89 239 0 09 Nov 2022
Variants of SGD for Lipschitz Continuous Loss Functions in Low-Precision Environments Michael R. Metel 96 1 0 09 Nov 2022
DeepE: a deep neural network for knowledge graph embedding Zhu Danhao Shen Si Huang Shujian Yinhong Chang Ding Ziqi GNN 54 1 0 09 Nov 2022
Black Box Lie Group Preconditioners for SGD Xi-Lin Li 59 9 0 08 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai Feng Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 77 12 0 08 Nov 2022
RRSR:Reciprocal Reference-based Image Super-Resolution with Progressive Feature Alignment and Selection Lin Zhang Xin Li Dongliang He Fu Li Yili Wang Zhao Zhang 90 13 0 08 Nov 2022
Automatic Change-Point Detection in Time Series via Deep Learning Jie Li Paul Fearnhead Piotr Fryzlewicz Teng Wang AI4TS 84 19 0 07 Nov 2022