Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

50 / 7,268 papers shown

Title
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection Yangxiang Zhang Yuezun Li Ao Luo Jiaran Zhou Junyu Dong 38 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 19 1 0 29 Aug 2024
wav2pos: Sound Source Localization using Masked Autoencoders Axel Berg Jens Gulin Mark O'Connor Chuteng Zhou Karl Åström Magnus Oskarsson 34 0 0 28 Aug 2024
Pixels to Prose: Understanding the art of Image Captioning Hrishikesh Singh Aarti Sharma Millie Pant 3DV VLM 25 0 0 28 Aug 2024
Deep Learning Based Speckle Filtering for Polarimetric SAR Images. Application to Sentinel-1 Alejandro Mestre-Quereda J. Lopez-Sanchez 29 1 0 28 Aug 2024
Realigned Softmax Warping for Deep Metric Learning Michael DeMoor John J. Prevost 49 1 0 28 Aug 2024
GANs Conditioning Methods: A Survey Anis Bourou Valérie Mezger Auguste Genovesio EGVM AI4CE 49 0 0 28 Aug 2024
Remove Symmetries to Control Model Expressivity and Improve Optimization Liu Ziyin Yizhou Xu Isaac Chuang AAML 41 1 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 43 1 0 27 Aug 2024
On latent dynamics learning in nonlinear reduced order modeling N. Farenga S. Fresca Simone Brivio Andrea Manzoni AI4CE 36 1 0 27 Aug 2024
Can Transformers Do Enumerative Geometry? Baran Hashemi Roderic G. Corominas Alessandro Giacchetto 44 2 0 27 Aug 2024
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data Langrui Zhou Guang Li MedIm 35 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 22 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 26 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 50 27 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 38 1 0 26 Aug 2024
SeA: Semantic Adversarial Augmentation for Last Layer Features from Unsupervised Representation Learning Qi Qian Yuanhong Xu Juhua Hu AAML 43 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 38 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 45 0 0 23 Aug 2024
T3M: Text Guided 3D Human Motion Synthesis from Speech Wenshuo Peng Kaipeng Zhang Sai Qian Zhang 32 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 34 1 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 48 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 52 3 0 21 Aug 2024
Practical Aspects on Solving Differential Equations Using Deep Learning: A Primer Georgios Is. Detorakis 28 0 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 40 9 0 21 Aug 2024
Representation Norm Amplification for Out-of-Distribution Detection in Long-Tail Learning Dong Geun Shin Hye Won Chung OODD 35 0 0 20 Aug 2024
Unsupervised Machine Learning Hybrid Approach Integrating Linear Programming in Loss Function: A Robust Optimization Technique Andrew Kiruluta Andreas Lemos 41 0 0 19 Aug 2024
Enhancing ASL Recognition with GCNs and Successive Residual Connections Ushnish Sarkar Archisman Chakraborti Tapas Samanta Sarbajit Pal Amitabha Das 19 1 0 18 Aug 2024
Toward End-to-End Bearing Fault Diagnosis for Industrial Scenarios with Spiking Neural Networks Yongqi Ding Lin Zuo Mengmeng Jing Kunshan Yang Biao Chen Yunqian Yu 27 0 0 17 Aug 2024
Random Gradient Masking as a Defensive Measure to Deep Leakage in Federated Learning Joon Kim Sejin Park AAML FedML 40 1 0 15 Aug 2024
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks Dongshuo Yin Leiyi Hu Bin Li Youqun Zhang Xue Yang 46 7 0 15 Aug 2024
Unsupervised Part Discovery via Dual Representation Alignment Jiahao Xia Wenjian Huang Min Xu Jianguo Zhang Haimin Zhang Ziyu Sheng Dong Xu 36 0 0 15 Aug 2024
Treat Stillness with Movement: Remote Sensing Change Detection via Coarse-grained Temporal Foregrounds Mining Xixi Wang Zitian Wang Jingtao Jiang Lan Chen Xiao Wang Bo Jiang VGen 35 0 0 15 Aug 2024
DATTA: Towards Diversity Adaptive Test-Time Adaptation in Dynamic Wild World Chuyang Ye Dongyan Wei Zhendong Liu Yuanyi Pang Yixi Lin Jiarong Liao Qinting Jiang Xianghua Fu Qing Li Jingyan Jiang TTA 36 0 0 15 Aug 2024
Oja's plasticity rule overcomes several challenges of training neural networks under biological constraints Navid Shervani-Tabar Marzieh Alireza Mirhoseini Robert Rosenbaum AAML AI4CE 45 0 0 15 Aug 2024
Battery GraphNets : Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 34 0 0 14 Aug 2024
Whitening Consistently Improves Self-Supervised Learning András Kalapos Bálint Gyires-Tóth SSL 47 0 0 14 Aug 2024
Fact or Fiction? Improving Fact Verification with Knowledge Graphs through Simplified Subgraph Retrievals Tobias A. Opsahl 33 1 0 14 Aug 2024
Ensemble architecture in polyp segmentation Hao-Yun Hsu Yi-Ching Cheng Guan-Hua Huang 37 0 0 14 Aug 2024
Advancing Spatio-Temporal Processing in Spiking Neural Networks through Adaptation Maximilian Baronig Romain Ferrand Silvester Sabathiel Robert Legenstein 48 3 0 14 Aug 2024
CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictive Architecture András Kalapos Bálint Gyires-Tóth 40 2 0 14 Aug 2024
Automatic Feature Recognition and Dimensional Attributes Extraction From CAD Models for Hybrid Additive-Subtractive Manufacturing Muhammad Tayyab Khan Wenhe Feng Lequn Chen Ye Han Ng Nicholas Yew Jin Tan Seung Ki Moon 29 1 0 13 Aug 2024
MV-DETR: Multi-modality indoor object detection by Multi-View DEtecton TRansformers Zichao Dong Yilin Zhang Xufeng Huang Hang Ji Zhan Shi Xin Zhan Junbo Chen ViT 43 0 0 13 Aug 2024
FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses Zhongweiyang Xu Ali Aroudi Ke Tan Ashutosh Pandey Jung-Suk Lee Buye Xu Francesco Nesta 32 1 0 12 Aug 2024
Source Separation of Multi-source Raw Music using a Residual Quantized Variational Autoencoder Leonardo Berti DRL 40 0 0 12 Aug 2024
A Sharpness Based Loss Function for Removing Out-of-Focus Blur Uditangshu Aurangabadkar D. Ramsook Anil C. Kokaram 29 1 0 12 Aug 2024
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI Lei Zhou Yuzhong Zhang Jiadong Zhang Xuejun Qian Chen Gong ... Zhongxiang Ding Xing Wang Zhenhui Li Zaiyi Liu Dinggang Shen MedIm 38 5 0 11 Aug 2024
AI-driven Java Performance Testing: Balancing Result Quality with Testing Time Luca Traini Federico Di Menna Vittorio Cortellessa 34 4 0 09 Aug 2024
Pedestrian Motion Prediction Using Transformer-based Behavior Clustering and Data-Driven Reachability Analysis Kleio Fragkedaki Frank J. Jiang K. H. Johansson Jonas Mårtensson 27 0 0 09 Aug 2024
Ensemble everything everywhere: Multi-scale aggregation for adversarial robustness Stanislav Fort Balaji Lakshminarayanan OOD AAML 36 4 0 08 Aug 2024