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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
Symmetry Breaking in Neural Network Optimization: Insights from Input Dimension Expansion Jun-Jie Zhang Nan Cheng Fu-Peng Li Xiu-Cheng Wang Jian-Nan Chen Long-Gang Pang Deyu Meng 75 0 0 10 Sep 2024
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BrainDecoder: Style-Based Visual Decoding of EEG Signals Minsuk Choi Hiroshi Ishikawa 69 0 0 09 Sep 2024
Disentangled Representations for Short-Term and Long-Term Person Re-Identification Chanho Eom Wonkyung Lee Geon Lee Bumsub Ham OOD DRL 84 19 0 09 Sep 2024
Efficient Training of Transformers for Molecule Property Prediction on Small-scale Datasets Shivesh Prakash 59 0 0 07 Sep 2024
Adaptative Context Normalization: A Boost for Deep Learning in Image Processing Bilal Faye Hanane Azzag M. Lebbah D. Bouchaffra OOD 44 0 0 07 Sep 2024
Unsupervised Adaptive Normalization Bilal Faye Hanane Azzag M. Lebbah Fangchen Fang 36 0 0 07 Sep 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation Björn Michele Alexandre Boulch Tuan-Hung Vu Gilles Puy Renaud Marlet Nicolas Courty TTA 92 1 0 06 Sep 2024
You can remove GPT2's LayerNorm by fine-tuning Stefan Heimersheim AI4CE 52 5 0 06 Sep 2024
Learning to Learn Transferable Generative Attack for Person Re-Identification Yuan Bian Min Liu Xueping Wang Yunfeng Ma Yaonan Wang AAML OOD 163 1 0 06 Sep 2024
WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking Carl De Sousa Trias Mihai P. Mitrea Attilio Fiandrotti Marco Cagnazzo Sumanta Chaudhuri Enzo Tartaglione AAML 63 1 0 05 Sep 2024
CALM: Cognitive Assessment using Light-insensitive Model Akhil Meethal Anita Paas Nerea Urrestilla Anguiozar David St-Onge 53 0 0 05 Sep 2024
Ground-roll Separation From Land Seismic Records Based on Convolutional Neural Network Zhuang Jia Wenkai Lu Meng Zhang Yongkang Miao 55 0 0 05 Sep 2024
TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces Bernardo Biesseck Pedro Vidal Luiz Coelho Roger Granada David Menotti\| DiffM 62 1 0 05 Sep 2024
Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks Akshay Jain S. Dubey Satish Kumar Singh KC Santosh B. B. Chaudhuri AAML 65 0 0 05 Sep 2024
Weight Conditioning for Smooth Optimization of Neural Networks Hemanth Saratchandran Thomas X. Wang Simon Lucey 115 3 0 05 Sep 2024
Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem Qiwen Zhu Yanjie Wang Shilv Cai Liqun Chen Jiahuan Zhou Luxin Yan Sheng Zhong Xu Zou 75 4 0 05 Sep 2024
Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images Mazen Soufi Y. Otake Makoto Iwasa Keisuke Uemura Tomoki Hakotani ... Suzushi Kusano Masaki Takao S. Okada Nobuhiko Sugano Yoshinobu Sato 71 1 0 04 Sep 2024
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation Hamza Farooq Zuhair Zafar Ahsan Saadat Tariq M Khan Shahzaib Iqbal Imran Razzak 87 3 0 03 Sep 2024
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions Taorong Liu Jing Xiao Liang Liao Chia-Wen Lin 130 0 0 02 Sep 2024
Interpretable Convolutional SyncNet Sungjoon Park Jaesub Yun Donggeon Lee Minsik Park 106 0 0 02 Sep 2024
Flight Delay Prediction using Hybrid Machine Learning Approach: A Case Study of Major Airlines in the United States R. Jha Shashi Bhushan Jha V. Pandey Radu F. Babiceanu AIFin 26 1 0 01 Sep 2024
Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations Ahmed Hammam B. K. Sreedhar Nura Kawa Tim Patzelt Oliver De Candido 83 0 0 30 Aug 2024
From Semantics to Hierarchy: A Hybrid Euclidean-Tangent-Hyperbolic Space Model for Temporal Knowledge Graph Reasoning Siling Feng Zhisheng Qi Cong Lin 85 0 0 30 Aug 2024
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection Yangxiang Zhang Yuezun Li Delong Zhu Jiaran Zhou Junyu Dong 62 0 0 29 Aug 2024
Mirror contrastive loss based sliding window transformer for subject-independent motor imagery based EEG signal recognition Jing Luo Qi Mao Weiwei Shi Zhenghao Shi Xiaofan Wang Xiaofeng Lu Xinhong Hei 26 3 0 29 Aug 2024
wav2pos: Sound Source Localization using Masked Autoencoders Axel Berg Jens Gulin Mark O'Connor Chuteng Zhou Karl Åström Magnus Oskarsson 64 2 0 28 Aug 2024
Pixels to Prose: Understanding the art of Image Captioning Hrishikesh Singh Aarti Sharma Millie Pant 3DV VLM 88 1 0 28 Aug 2024
Deep Learning Based Speckle Filtering for Polarimetric SAR Images. Application to Sentinel-1 Alejandro Mestre-Quereda J. Lopez-Sanchez 51 1 0 28 Aug 2024
Realigned Softmax Warping for Deep Metric Learning Michael DeMoor John J. Prevost 103 1 0 28 Aug 2024
GANs Conditioning Methods: A Survey Anis Bourou Valérie Mezger Auguste Genovesio EGVM AI4CE 138 2 0 28 Aug 2024
Remove Symmetries to Control Model Expressivity and Improve Optimization Liu Ziyin Yizhou Xu Isaac Chuang AAML 123 4 0 28 Aug 2024
HEAD: A Bandwidth-Efficient Cooperative Perception Approach for Heterogeneous Connected and Autonomous Vehicles Deyuan Qu Qi Chen Yongqi Zhu Yihao Zhu S. Avedisov Song Fu Qing Yang 80 1 0 27 Aug 2024
On latent dynamics learning in nonlinear reduced order modeling N. Farenga S. Fresca Simone Brivio Andrea Manzoni AI4CE 67 1 0 27 Aug 2024
Can Transformers Do Enumerative Geometry? Baran Hashemi Roderic G. Corominas Alessandro Giacchetto 542 5 0 27 Aug 2024
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data Langrui Zhou Guang Li MedIm 156 1 0 26 Aug 2024
A Dual-Path neural network model to construct the flame nonlinear thermoacoustic response in the time domain Jiawei Wu Teng Wang Jiaqi Nan Lijun Yang Jingxuan Li AI4CE 34 0 0 26 Aug 2024
BackFlip: The Impact of Local and Global Data Augmentations on Artistic Image Aesthetic Assessment Ombretta Strafforello Gonzalo Muradás Odriozola Fatemeh Behrad Li-Wei Chen Anne-Sofie Maerten Derya Soydaner Johan Wagemans 59 3 0 26 Aug 2024
On-Device Language Models: A Comprehensive Review Jiajun Xu Zhiyuan Li Wei Chen Qun Wang Xin Gao Qi Cai Ziyuan Ling 138 35 0 26 Aug 2024
Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspective Quanziang Wang Renzhen Wang Yichen Wu Xixi Jia Minghao Zhou Deyu Meng 87 1 0 26 Aug 2024
SeA: Semantic Adversarial Augmentation for Last Layer Features from Unsupervised Representation Learning Qi Qian Yuanhong Xu Juhua Hu AAML 134 0 0 23 Aug 2024
Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples Zhenyu Wang John H. L. Hansen AAML 89 1 0 23 Aug 2024
Improving the Classification Effect of Clinical Images of Diseases for Multi-Source Privacy Protection Tian Bowen Xu Zhengyang Yin Zhihao Wang Jingying Yue Yutao FedML 72 1 0 23 Aug 2024
T3M: Text Guided 3D Human Motion Synthesis from Speech Wenshuo Peng Kaipeng Zhang Sai Qian Zhang 64 0 0 23 Aug 2024
Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers Sayed Mohammad Vakilzadeh Hatefi Maximilian Dreyer Reduan Achtibat Thomas Wiegand Wojciech Samek Sebastian Lapuschkin ViT 68 4 0 22 Aug 2024
Weight Scope Alignment: A Frustratingly Easy Method for Model Merging Yichu Xu Xin-Chun Li Le Gan De-Chuan Zhan MoMe 86 0 0 22 Aug 2024
Approaching Deep Learning through the Spectral Dynamics of Weights David Yunis Kumar Kshitij Patel Samuel Wheeler Pedro H. P. Savarese Gal Vardi Karen Livescu Michael Maire Matthew R. Walter 112 3 0 21 Aug 2024
Video-Foley: Two-Stage Video-To-Sound Generation via Temporal Event Condition For Foley Sound Junwon Lee Jaekwon Im Dabin Kim Juhan Nam VGen 133 10 0 21 Aug 2024