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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
Improved Quasi-Recurrent Neural Network for Hyperspectral Image Denoising Zeqiang Lai Ying Fu 85 0 0 27 Nov 2022
Neural Font Rendering Daniel Anderson Ariel Shamir Ohad Fried GAN AI4CE 53 1 0 27 Nov 2022
Fingerprint Pore Detection: A Survey Azim Ibragimov Maurício Pamplona Segundo 32 0 0 27 Nov 2022
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data Tiantian Fang Ruoyu Sun Alex Schwing GAN 60 17 0 27 Nov 2022
Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning Sébastien Lachapelle T. Deleu Divyat Mahajan Ioannis Mitliagkas Yoshua Bengio Simon Lacoste-Julien Quentin Bertrand 88 34 0 26 Nov 2022
SGCE-Font: Skeleton Guided Channel Expansion for Chinese Font Generation Jie Zhou Yefei Wang Yiyang Yuan Qing Huang Jinshan Zeng GAN 74 4 0 26 Nov 2022
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis Pavlo Melnyk Andreas Robinson Michael Felsberg Maarten Wadenback 3DPC 122 2 0 26 Nov 2022
Learning Branching Heuristics from Graph Neural Networks Congsong Zhang Yong Gao James Nastos GNN AI4CE 26 0 0 26 Nov 2022
Cross-Domain Ensemble Distillation for Domain Generalization Kyung-Jin Lee Sungyeon Kim Suha Kwak FedML OOD 92 38 0 25 Nov 2022
TrustGAN: Training safe and trustworthy deep learning models through generative adversarial networks Hélion Marie du Mas des Bourboux 97 1 0 25 Nov 2022
Generating 2D and 3D Master Faces for Dictionary Attacks with a Network-Assisted Latent Space Evolution Tomer Friedlander Ron Shmelkin Lior Wolf CVBM 103 1 0 25 Nov 2022
Learning Visual Planning Models from Partially Observed Images Kebing Jin Zhanhao Xiao Hankui Zhuo Hai Wan Jiaran Cai 56 0 0 25 Nov 2022
Signed Binary Weight Networks Sachit Kuhar Alexey Tumanov Judy Hoffman MQ 98 1 0 25 Nov 2022
End-to-End Stochastic Optimization with Energy-Based Model Lingkai Kong Jiaming Cui Yuchen Zhuang Rui Feng B. Prakash Chao Zhang 64 18 0 25 Nov 2022
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation Seungcheol Park Young-Su Moon N. Cho 110 33 0 24 Nov 2022
Deep unfolding as iterative regularization for imaging inverse problems Zhuoxu Cui Qingyong Zhu Jing Cheng Dong Liang 84 5 0 24 Nov 2022
Deepfake Detection via Joint Unsupervised Reconstruction and Supervised Classification Bo-Lun Yan Chang-Tsun Li Xuequan Lu CVBM 82 2 0 24 Nov 2022
Learning Compact Features via In-Training Representation Alignment X. Li Xiangrui Li Deng Pan Yao Qiang D. Zhu OOD 62 3 0 23 Nov 2022
ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans Audrey Duran Gaspard Dussert O. Rouvière Tristan Jaouen Pierre-Marc Jodoin Carole Lartizien MedIm 88 74 0 23 Nov 2022
AugOp: Inject Transformation into Neural Operator Longqing Ye ViT 39 0 0 23 Nov 2022
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer Yuqi Chen Hanyuan Zhang Weiwei Sun B. Zheng 71 44 0 23 Nov 2022
ActMAD: Activation Matching to Align Distributions for Test-Time-Training M. Jehanzeb Mirza Pol Jané Soneira W. Lin Mateusz Koziñski Horst Possegger Horst Bischof VLM TTA 103 29 0 23 Nov 2022
Privacy-Enhancing Optical Embeddings for Lensless Classification Eric Bezzam M. Vetterli Matthieu Simeoni 61 5 0 23 Nov 2022
Dynamic Appearance: A Video Representation for Action Recognition with Joint Training Guoxi Huang A. Bors 54 1 0 23 Nov 2022
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation Bo Dang Yansheng Li Yongjun Zhang Jiayi Ma SSL 98 2 0 22 Nov 2022
A Cross-Residual Learning for Image Recognition Junle Liang Songsen Yu Huan Yang 56 0 0 22 Nov 2022
Clarity: an improved gradient method for producing quality visual counterfactual explanations Claire Theobald Frédéric Pennerath Brieuc Conan-Guez Miguel Couceiro Amedeo Napoli BDL 95 1 0 22 Nov 2022
Linear Interpolation In Parameter Space is Good Enough for Fine-Tuned Language Models Mark Rofin Nikita Balagansky Daniil Gavrilov MoMe KELM 96 7 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 140 141 0 22 Nov 2022
Confidence-guided Centroids for Unsupervised Person Re-Identification Yunqi Miao Jiankang Deng Guiguang Ding Jungong Han 84 3 0 22 Nov 2022
Learnable Graph Convolutional Attention Networks Adrián Javaloy Pablo Sánchez-Martín Amit Levi Isabel Valera GNN 85 11 0 21 Nov 2022
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning Xiangyang Zhu Renrui Zhang Bowei He Ziyu Guo Ziyao Zeng Zipeng Qin Shanghang Zhang Peng Gao VLM 132 149 0 21 Nov 2022
Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field Exposure Lutz M. K. Krause Emily Manderfeld Patricia Gnutt Louisa Vogler Ann Wassick ... Marco Rudolph K. Hunsucker G. Swain Bodo Rosenhahn A. Rosenhahn 64 5 0 21 Nov 2022
Efficient Generalization Improvement Guided by Random Weight Perturbation Tao Li Wei Yan Zehao Lei Yingwen Wu Kun Fang Ming-Hsuan Yang Xiaolin Huang AAML 84 6 0 21 Nov 2022
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference Nikita Durasov Nik Dorndorf Hieu M. Le Pascal Fua UQCV 101 10 0 21 Nov 2022
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations Peng Jin Jinfa Huang Fenglin Liu Xian Wu Shen Ge Guoli Song David Clifton Jing Chen VLM 117 69 0 21 Nov 2022
DrapeNet: Garment Generation and Self-Supervised Draping Luca de Luigi Ren Li Benoît Guillard Mathieu Salzmann Pascal Fua 3DH AI4CE 78 31 0 21 Nov 2022
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus Qunliang Xing Mai Xu Xin Deng Yichen Guo 59 3 0 20 Nov 2022
Feature Weaken: Vicinal Data Augmentation for Classification Songhao Jiang Yan Chu Tian-Hui Ma Tianning Zang 58 0 0 20 Nov 2022
AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation Hyungmin Kim Sungho Suh Sunghyun Baek Daehwan Kim Daun Jeong Hansang Cho Junmo Kim 55 6 0 20 Nov 2022
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling Cong Zhang Zhiguang Cao Wen Song Puay Siew Tan Jie Zhang 80 18 0 20 Nov 2022
SplitNet: Learnable Clean-Noisy Label Splitting for Learning with Noisy Labels Daehwan Kim Kwang-seok Ryoo Hansang Cho Seung Wook Kim NoLa 86 4 0 20 Nov 2022
Learning to Generate Image Embeddings with User-level Differential Privacy Zheng Xu Maxwell D. Collins Yuxiao Wang Liviu Panait Sewoong Oh S. Augenstein Ting Liu Florian Schroff H. B. McMahan FedML 104 31 0 20 Nov 2022
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities Shristi Das Biswas Adarsh Kosta C. Liyanagedera M. Apolinario Kaushik Roy 106 20 0 19 Nov 2022
VarietySound: Timbre-Controllable Video to Sound Generation via Unsupervised Information Disentanglement Chenye Cui Yi Ren Jinglin Liu Rongjie Huang Zhou Zhao VGen 95 14 0 19 Nov 2022
Rethinking Batch Sample Relationships for Data Representation: A Batch-Graph Transformer based Approach Xixi Wang Bowei Jiang Tianlin Li Bin Luo ViT 116 5 0 19 Nov 2022
Informative Sample-Aware Proxy for Deep Metric Learning Aoyu Li Ikuro Sato Kohta Ishikawa Rei Kawakami Rio Yokota 134 1 0 18 Nov 2022
Unsupervised 3D Pose Transfer with Cross Consistency and Dual Reconstruction Chaoyue Song Jiacheng Wei Ruibo Li Fayao Liu Guosheng Lin 3DPC 118 22 0 18 Nov 2022
Delving into Transformer for Incremental Semantic Segmentation Zekai Xu Mingying Zhang Jiayue Hou Xing Gong Chuan Wen Chengjie Wang Junge Zhang CLL 77 1 0 18 Nov 2022
Self-Remixing: Unsupervised Speech Separation via Separation and Remixing Kohei Saijo Tetsuji Ogawa SSL 66 11 0 18 Nov 2022