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 / 6,869 papers shown

Title
Beyond RGB: Adaptive Parallel Processing for RAW Object Detection Shani Gamrian Hila Barel Feiran Li Masakazu Yoshimura Daisuke Iso 56 0 0 17 Mar 2025
RainScaleGAN: a Conditional Generative Adversarial Network for Rainfall Downscaling Marcello Iotti Paolo Davini Jost von Hardenberg Giuseppe Zappa GAN 69 0 0 17 Mar 2025
Multi-output Classification for Compound Fault Diagnosis in Motor under Partially Labeled Target Domain Wonjun Yi Yong-Hwa Park 31 0 0 15 Mar 2025
UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis Md Abu Bakr Siddique Junliang Liu Piyush Singh Md Jahidul Islam DiffM 49 0 0 14 Mar 2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages Matteo Farina Massimiliano Mancini Giovanni Iacca Elisa Ricci VLM 60 0 0 14 Mar 2025
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work Kevin Wilkinghoff Takuya Fujimura Keisuke Imoto Jonathan Le Roux Zheng-Hua Tan T. Toda 51 0 0 13 Mar 2025
Impact of buckypaper on the mechanical properties and failure modes of composites Kartik Tripathi Mohamed H. Hamza Aditi Chattopadhyay Todd C. Henry Asha Hall AI4CE 39 3 0 13 Mar 2025
CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition Kaixiang Yang Xin Li Qiang Li Zhiwei Wang 48 0 0 13 Mar 2025
Multiplicative Learning Han Kim Hyungjoon Soh V. Periwal Junghyo Jo 48 0 0 13 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu ViT OffRL 65 7 0 13 Mar 2025
Group-robust Machine Unlearning Thomas De Min Subhankar Roy Stéphane Lathuilière Elisa Ricci Massimiliano Mancini MU OOD 77 0 0 12 Mar 2025
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks Jin Li Ziqiang He Anwei Luo Jian-Fang Hu Zhong Wang Xiangui Kang DiffM 69 0 0 12 Mar 2025
Gait in Eight: Efficient On-Robot Learning for Omnidirectional Quadruped Locomotion Nico Bohlinger Jonathan Kinzel Daniel Palenicek Lukasz Antczak Jan Peters 41 1 0 11 Mar 2025
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret CLL 46 0 0 10 Mar 2025
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 44 0 0 10 Mar 2025
Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds Riccardo Mazzieri Jacopo Pegoraro Michele Rossi CVBM 52 1 0 10 Mar 2025
A Real-time Multimodal Transformer Neural Network-powered Wildfire Forecasting System Qijun Chen Shaofan Li 51 0 0 07 Mar 2025
Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation Lei Zhu Yanyu Xu Huazhu Fu Xinxing Xu Rick Siow Mong Goh Yong Liu 38 0 0 07 Mar 2025
Iris Style Transfer: Enhancing Iris Recognition with Style Features and Privacy Preservation through Neural Style Transfer Mengdi Wang Efe Bozkir Enkelejda Kasneci PILM 63 1 0 06 Mar 2025
SED2AM: Solving Multi-Trip Time-Dependent Vehicle Routing Problem using Deep Reinforcement Learning Arash Mozhdehi Yixuan Wang Sun Sun Xin Wang AI4TS 68 0 0 06 Mar 2025
Partial Convolution Meets Visual Attention Haiduo Huang Fuwei Yang D. Li Ji Liu Lu Tian Jinzhang Peng Pengju Ren E. Barsoum 3DH 177 0 0 05 Mar 2025
Out-of-Distribution Generalization on Graphs via Progressive Inference Yiming Xu Bin Shi Zhen Peng Huixiang Liu Bo Dong Chen Chen OOD AI4CE 79 0 0 04 Mar 2025
S4D-Bio Audio Monitoring of Bone Cement Disintegration in Pulsating Fluid Jet Surgery under Laboratory Conditions Melanie Schaller Sergej Hloch Akash Nag Dagmar Klichova Nick Janssen Frank Pude Michal Zelenak Bodo Rosenhahn 69 0 0 04 Mar 2025
Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo Hyunsu Kim G. Nam Chulhee Yun Hongseok Yang Juho Lee BDL UQCV 62 0 0 02 Mar 2025
Enhanced Multi-Class Classification of Gastrointestinal Endoscopic Images with Interpretable Deep Learning Model Astitva Kamble Vani Bandodkar Saakshi Dharmadhikary Veena Anand Pradyut Kumar Sanki Mei X. Wu Biswabandhu Jana 42 1 0 02 Mar 2025
Variational Bayesian Pseudo-Coreset Hyungi Lee S. Lee Juho Lee BDL 38 0 0 28 Feb 2025
Adaptive Illumination-Invariant Synergistic Feature Integration in a Stratified Granular Framework for Visible-Infrared Re-Identification Yuheng Jia Wesley Armour 32 1 0 28 Feb 2025
L-Lipschitz Gershgorin ResNet Network Marius F. R. Juston William R. Norris Dustin Nottage A. Soylemezoglu 51 0 0 28 Feb 2025
Same accuracy, twice as fast: continuous training surpasses retraining from scratch Eli Verwimp Guy Hacohen Tinne Tuytelaars OnRL 44 0 0 28 Feb 2025
A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera Relocalization Yejun Zhang Shuzhe Wang Arno Solin 39 1 0 27 Feb 2025
Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application Thomas Hickling Maxwell Hogan Abdulla Tammam Nabil Aouf 69 0 0 27 Feb 2025
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute Sotiris Anagnostidis Gregor Bachmann Yeongmin Kim Jonas Kohler Markos Georgopoulos A. Sanakoyeu Yuming Du Albert Pumarola Ali K. Thabet Edgar Schönfeld 92 0 0 27 Feb 2025
Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning B. U. Demirel Christian Holz OOD AI4TS 79 0 0 27 Feb 2025
Online Meta-learning for AutoML in Real-time (OnMAR) Mia Gerber Anna Sergeevna Bosman J. D. Villiers OffRL 41 0 0 27 Feb 2025
Sim-to-Real Reinforcement Learning for Vision-Based Dexterous Manipulation on Humanoids Toru Lin Kartik Sachdev Linxi Fan Jitendra Malik Yuke Zhu 46 7 0 27 Feb 2025
SeisMoLLM: Advancing Seismic Monitoring via Cross-modal Transfer with Pre-trained Large Language Model Xinyu Wang Feng Liu Rui Su Zhilin Wang Junlin Wu Wanli Ouyang VLM 133 0 0 27 Feb 2025
HDM: Hybrid Diffusion Model for Unified Image Anomaly Detection Zekang Weng Jinjin Shi Jinwei Wang Zeming Han 46 0 0 26 Feb 2025
Multi-level Attention-guided Graph Neural Network for Image Restoration Jiatao Jiang Zhen Cui Chunyan Xu Jian Yang 36 0 0 26 Feb 2025
EGR-Net: A Novel Embedding Gramian Representation CNN for Intelligent Fault Diagnosis Linshan Jia 57 0 0 26 Feb 2025
Fourier Multi-Component and Multi-Layer Neural Networks: Unlocking High-Frequency Potential Shijun Zhang Hongkai Zhao Yimin Zhong Haomin Zhou 57 0 0 26 Feb 2025
Neural Network Graph Similarity Computation Based on Graph Fusion Zenghui Chang Yiqiao Zhang Hong Cai Chen GNN 73 0 0 25 Feb 2025
Software implemented fault diagnosis of natural gas pumping unit based on feedforward neural network Mykola Kozlenko Olena Zamikhovska Leonid Zamikhovskyi 74 2 0 25 Feb 2025
Batch normalization does not improve initialization Joris Dannemann Gero Junike ODL 63 0 0 25 Feb 2025
Self-Adjust Softmax Chuanyang Zheng Yihang Gao Guoxuan Chen Han Shi Jing Xiong Xiaozhe Ren Chao Huang Xin Jiang Z. Li Yu-Hu Li 50 0 0 25 Feb 2025
VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with LoRA and Atrous Attention Adnan Iltaf Rayan Merghani Ahmed Bin Li Bin Li Shoujun Zhou 55 0 0 25 Feb 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan V. Oseledets OOD 39 0 0 24 Feb 2025
Function-Space Learning Rates Edward Milsom Ben Anson Laurence Aitchison 67 1 0 24 Feb 2025
A stochastic smoothing framework for nonconvex-nonconcave min-sum-max problems with applications to Wasserstein distributionally robust optimization Wei Liu Muhammad Khan Gabriel Mancino-Ball Yangyang Xu 42 0 0 24 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 71 8 0 24 Feb 2025
Road Traffic Sign Recognition method using Siamese network Combining Efficient-CNN based Encoder Zhenghao Xi Yuchao Shao Yang Zheng Xiang Liu Yaqi Liu Yitong Cai 57 0 0 24 Feb 2025