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 / 7,097 papers shown

Title
Iterative Optimization Annotation Pipeline and ALSS-YOLO-Seg for Efficient Banana Plantation Segmentation in UAV Imagery Ang He Ximei Wu Xing Xu Jing Chen Xiaobin Guo Sheng Xu 26 0 0 09 Oct 2024
A Deep Learning Approach to Estimate Canopy Height and Uncertainty by Integrating Seasonal Optical, SAR and Limited GEDI LiDAR Data over Northern Forests Jose B. Castro Cheryl Rogers Camile Sothe Dominic Cyr Alemu Gonsamo 37 0 0 08 Oct 2024
The USTC-NERCSLIP Systems for the CHiME-8 MMCSG Challenge Ya Jiang Hongbo Lan Jun Du Qing Wang Shutong Niu 42 1 0 08 Oct 2024
SimO Loss: Anchor-Free Contrastive Loss for Fine-Grained Supervised Contrastive Learning Taha Bouhsine Imad El Aaroussi Atik Faysal Wang Huaxia 31 1 0 07 Oct 2024
Beyond FVD: Enhanced Evaluation Metrics for Video Generation Quality Ge Ya Luo Gian Mario Favero Zhi Hao Luo Alexia Jolicoeur-Martineau Christopher Pal VGen 29 4 0 07 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun Xiaozhong Liu H. Shen Xiaofeng Zhu Ping Hu VLM 51 4 0 07 Oct 2024
Mastering Chinese Chess AI (Xiangqi) Without Search Yu Chen Juntong Lin Zhichao Shu 14 0 0 07 Oct 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning Ray Congrui Yu Sherry Wu Jiang Gui 44 1 0 07 Oct 2024
Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher Yong Guo Shulian Zhang Haolin Pan Jing Liu Yulun Zhang Jian Chen 38 0 0 05 Oct 2024
The OCON model: an old but green solution for distributable supervised classification for acoustic monitoring in smart cities Stefano Giacomelli Marco Giordano Claudia Rinaldi 27 0 0 05 Oct 2024
Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed Neural Networks Tianchi Yu Jingwei Qiu Jiang Yang Ivan Oseledets 29 2 0 05 Oct 2024
The OCON model: an old but gold solution for distributable supervised classification Stefano Giacomelli Marco Giordano Claudia Rinaldi 19 1 0 05 Oct 2024
GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning Edoardo Urettini Daniele Atzeni Reshawn J. Ramjattan Antonio Carta AI4TS 24 0 0 04 Oct 2024
Authentication by Location Tracking in Underwater Acoustic Networks Gianmaria Ventura Francesco Ardizzon Stefano Tomasin 20 0 0 04 Oct 2024
Classification-Denoising Networks Louis Thiry Florentin Guth 34 0 0 04 Oct 2024
An Enhanced Harmonic Densely Connected Hybrid Transformer Network Architecture for Chronic Wound Segmentation Utilising Multi-Colour Space Tensor Merging B. Cassidy Christian Mcbride Connah Kendrick N. Reeves Joseph M Pappachan ... Metib Alotaibi Abdullah Abdulaziz AlWabel Mohammad Alderwish Kuan-Ying Lai Moi Hoon Yap 43 1 0 04 Oct 2024
Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations Sameer Ambekar Julia A. Schnabel Cosmin Bereca MedIm OOD 39 0 0 04 Oct 2024
Test-time Adaptation for Regression by Subspace Alignment Kazuki Adachi Shin'ya Yamaguchi Atsutoshi Kumagai Tomoki Hamagami TTA 46 0 0 04 Oct 2024
Cayley Graph Propagation JJ Wilson Maya Bechler-Speicher Petar Veličković 32 5 0 04 Oct 2024
Forecasting Smog Clouds With Deep Learning Valentijn Oldenburg Juan Cardenas-Cartagena Matias Valdenegro-Toro AI4TS 21 1 0 03 Oct 2024
Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis Hyunwoo Lee Hayoung Choi Hyunju Kim 39 1 0 03 Oct 2024
Addressing Data Heterogeneity in Federated Learning with Adaptive Normalization-Free Feature Recalibration Vasilis Siomos Sergio Naval Marimont Jonathan Passerat-Palmbach G. Tarroni 32 0 0 02 Oct 2024
Differentially Private Parameter-Efficient Fine-tuning for Large ASR Models Hongbin Liu Lun Wang Om Thakkar Abhradeep Thakurta Arun Narayanan 34 0 0 02 Oct 2024
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation Chuyan Zhang Hao Zheng Xin You Yefeng Zheng Yun Gu VLM OOD MedIm 42 1 0 02 Oct 2024
[Re] Network Deconvolution Rochana R. Obadage Kumushini Thennakoon Sarah M. Rajtmajer Jian Wu 35 0 0 02 Oct 2024
On Using Certified Training towards Empirical Robustness Alessandro De Palma Serge Durand Zakaria Chihani François Terrier Caterina Urban OOD AAML 38 1 0 02 Oct 2024
Squeeze-and-Remember Block Rinor Cakaj Jens Mehnert Bin Yang 13 0 0 01 Oct 2024
Deep activity propagation via weight initialization in spiking neural networks Aurora Micheli Olaf Booij Jan van Gemert Nergis Tömen 31 0 0 01 Oct 2024
GARCH-Informed Neural Networks for Volatility Prediction in Financial Markets Zeda Xu John Liechty Sebastian Benthall Nicholas Skar-Gislinge Christopher McComb AIFin 23 2 0 30 Sep 2024
Preconditioning for Accelerated Gradient Descent Optimization and Regularization Qiang Ye AI4CE 26 0 0 30 Sep 2024
Medical Image Segmentation with SAM-generated Annotations Iira Häkkinen Iaroslav Melekhov Erik Englesson Hossein Azizpour Arno Solin VLM 33 0 0 30 Sep 2024
Adaptive high-precision sound source localization at low frequencies based on convolutional neural network Wenbo Ma Yan Lu Yijun Liu 24 0 0 30 Sep 2024
Neural-Polyptych: Content Controllable Painting Recreation for Diverse Genres Yiming Zhao Dewen Guo Zhouhui Lian Yue Gao Jianhong Han J. Feng Guoping Wang Bingfeng Zhou Sheng Li DiffM 23 0 0 29 Sep 2024
Hyper-Connections Defa Zhu Hongzhi Huang Zihao Huang Yutao Zeng Yunyao Mao Banggu Wu Qiyang Min Xun Zhou 41 4 0 29 Sep 2024
OmniXAS: A Universal Deep-Learning Framework for Materials X-ray Absorption Spectra Shubha R. Kharel Fanchen Meng Xiaohui Qu Matthew R. Carbone Deyu Lu 34 0 0 29 Sep 2024
On the universality of neural encodings in CNNs Florentin Guth Brice Ménard SSL 56 5 0 28 Sep 2024
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking Zijian Dong Ruilin Li Yilei Wu Thuan Tinh Nguyen J. Chong Fang Ji Nathanael Ren Jie Tong Christopher Li Hsian Chen Juan Helen Zhou 31 3 0 28 Sep 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalization Shivang Rawat David J. Heeger Stefano Martiniani 26 0 0 27 Sep 2024
Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging Paul Weiser Georg Langs W. Bogner Stanislav Motyka Bernhard Strasser ... Tracy Batchelor Daniel Cahill Malte Hoffmann Antoine Klauser Ovidiu C. Andronesi 37 0 0 26 Sep 2024
A Sim-to-Real Vision-based Lane Keeping System for a 1:10-scale Autonomous Vehicle Antonio Gallina Matteo Grandin Angelo Cenedese Mattia Bruschetta 23 0 0 26 Sep 2024
Focus Entirety and Perceive Environment for Arbitrary-Shaped Text Detection Xu Han Junyu Gao Chuang Yang Yuan Yuan Qi Wang 34 0 0 25 Sep 2024
Spotlight Text Detector: Spotlight on Candidate Regions Like a Camera Xu Han Junyu Gao Chuang Yang Yuan Yuan Qi Wang 34 2 0 25 Sep 2024
The Credibility Transformer Ronald Richman Salvatore Scognamiglio M. Wüthrich 36 1 0 25 Sep 2024
Stochastic Subsampling With Average Pooling Bum Jun Kim Sang Woo Kim 21 0 0 25 Sep 2024
MaskBit: Embedding-free Image Generation via Bit Tokens Mark Weber Lijun Yu Qihang Yu XueQing Deng Xiaohui Shen Daniel Cremers Liang-Chieh Chen DiffM 51 30 0 24 Sep 2024
Multi-Model Ensemble Approach for Accurate Bi-Atrial Segmentation in LGE-MRI of Atrial Fibrillation Patients Lucas Beveridge Le Zhang 16 0 0 24 Sep 2024
Dynamic Cloth Manipulation Considering Variable Stiffness and Material Change Using Deep Predictive Model with Parametric Bias Kento Kawaharazuka Akihiro Miki Masahiro Bando Kei Okada Masayuki Inaba AI4CE 40 10 0 24 Sep 2024
A new baseline for edge detection: Make Encoder-Decoder great again Yachuan Li Xavier Soria Pomab Yongke Xi Guanlin Li Chaozhi Yang Qian Xiao Yun Bai Zongmin Li 36 0 0 23 Sep 2024
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder Khai Le-Duc Phuc Phan Tan-Hanh Pham Bach Phan Tat Minh-Huong Ngo Chris Ngo Thanh Nguyen-Tang Truong-Son Hy LM&MA 48 0 0 21 Sep 2024
Simple Unsupervised Knowledge Distillation With Space Similarity Aditya Singh Haohan Wang 31 1 0 20 Sep 2024