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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
Physics Informed and Data Driven Simulation of Underwater Images via Residual Learning Tanmoy Mondal Ricardo Mendoza Lucas Drumetz 85 1 0 07 Feb 2024
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A Survey on Domain Generalization for Medical Image Analysis Ziwei Niu Shuyi Ouyang Shiao Xie Yen-wei Chen Lanfen Lin OOD LM&MA 97 5 0 07 Feb 2024
Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation Pedro Vianna Muawiz Chaudhary Paria Mehrbod An Tang Guy Cloutier Guy Wolf Michael Eickenberg Eugene Belilovsky OOD 64 3 0 07 Feb 2024
A Lightweight Inception Boosted U-Net Neural Network for Routability Prediction Hailiang Li Yan Huo Yan Wang Xu Yang Miaohui Hao Xiao Wang 112 2 0 07 Feb 2024
Curvature-Informed SGD via General Purpose Lie-Group Preconditioners Omead Brandon Pooladzandi Xi-Lin Li 88 8 0 07 Feb 2024
Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening Stefan Schoepf Jack Foster Alexandra Brintrup MU 71 8 0 06 Feb 2024
Belief Scene Graphs: Expanding Partial Scenes with Objects through Computation of Expectation Mario A. V. Saucedo Akash Patel Akshit Saradagi Christoforos Kanellakis G. Nikolakopoulos 61 4 0 06 Feb 2024
Masked Graph Autoencoder with Non-discrete Bandwidths Zi-qiang Zhao Yuhua Li Yixiong Zou Jiliang Tang Ruixuan Li 86 12 0 06 Feb 2024
Intensive Vision-guided Network for Radiology Report Generation Fudan Zheng Mengfei Li Ying Wang Weijiang Yu Ruixuan Wang Zhiguang Chen Nong Xiao Yutong Lu 160 1 0 06 Feb 2024
Deconstructing the Goldilocks Zone of Neural Network Initialization Artem Vysogorets Anna Dawid Julia Kempe 75 1 0 05 Feb 2024
Revisiting the Dataset Bias Problem from a Statistical Perspective Kien Do D. Nguyen Hung Le T. Le Dang Nguyen Haripriya Harikumar T. Tran Santu Rana Svetha Venkatesh 56 0 0 05 Feb 2024
HAMLET: Graph Transformer Neural Operator for Partial Differential Equations Andrey Bryutkin Jiahao Huang Zhongying Deng Guang Yang Carola-Bibiane Schönlieb Angelica E. Avilés-Rivero 81 8 0 05 Feb 2024
Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol H. Alaiz-Moretón José Aveleira-Mata Jorge Ondicol-Garcia Á. L. M. Castañeda Isaías García Carmen Benavides 32 105 0 05 Feb 2024
How Good is a Single Basin? Kai Lion Lorenzo Noci Thomas Hofmann Gregor Bachmann UQCV 51 3 0 05 Feb 2024
A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning Abdelhakim Benechehab Albert Thomas Giuseppe Paolo Maurizio Filippone Balázs Kégl NoLa 54 1 0 05 Feb 2024
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Deep autoregressive density nets vs neural ensembles for model-based offline reinforcement learning Abdelhakim Benechehab Albert Thomas Balázs Kégl OffRL 69 2 0 05 Feb 2024
Dual Knowledge Distillation for Efficient Sound Event Detection Yang Xiao Rohan Kumar Das 93 13 0 05 Feb 2024
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate Can Jin Tong Che Hongwu Peng Yiyuan Li Dimitris N. Metaxas Marco Pavone 135 47 0 05 Feb 2024
Rethinking RGB Color Representation for Image Restoration Models Jaerin Lee J. Park Sungyong Baik Kyoung Mu Lee 69 1 0 05 Feb 2024
Can Large Language Models Learn Independent Causal Mechanisms? Gaël Gendron Bao Trung Nguyen A. Peng Michael Witbrock Gillian Dobbie LRM 71 4 0 04 Feb 2024
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Unification of Symmetries Inside Neural Networks: Transformer, Feedforward and Neural ODE Koji Hashimoto Yuji Hirono Akiyoshi Sannai AI4CE 84 8 0 04 Feb 2024
InceptionCapsule: Inception-Resnet and CapsuleNet with self-attention for medical image Classification Elham Sadeghnezhad Sajjad Salem 33 4 0 03 Feb 2024
Topology-Informed Graph Transformer Yuncheol Choi Sun Woo Park Minho Lee Youngho Woo 76 7 0 03 Feb 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Yangyang Shu Xiaofeng Cao Qi Chen Bowen Zhang Ziqin Zhou Anton Van Den Hengel Lingqiao Liu 86 0 0 02 Feb 2024
Scale Equalization for Multi-Level Feature Fusion Bum Jun Kim Sang Woo Kim 21 1 0 02 Feb 2024
BAT: Learning to Reason about Spatial Sounds with Large Language Models Zhisheng Zheng Puyuan Peng Ziyang Ma Xie Chen Eunsol Choi David Harwath LRM 125 19 0 02 Feb 2024
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning Z. Su Jiehua Zhang Longguang Wang Hua Zhang Zhen Liu M. Pietikäinen Li Liu 92 22 0 01 Feb 2024
Rank Supervised Contrastive Learning for Time Series Classification Qianying Ren Dongsheng Luo Dongjin Song AI4TS 62 2 0 31 Jan 2024
$HyperZ$\cdot$Z$\cdot$W Operator Connects Slow-Fast Networks for Full Context Interaction$ HyperZ $\cdot$ Z $\cdot$ W Operator Connects Slow-Fast Networks for Full Context Interaction Harvie Zhang 63 0 0 31 Jan 2024
Effective Multi-Stage Training Model For Edge Computing Devices In Intrusion Detection Thua Huynh Trong Thanh Nguyen Hoang 58 3 0 31 Jan 2024
ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models Jee-weon Jung Wangyou Zhang Jiatong Shi Zakaria Aldeneh Takuya Higuchi B. Theobald Ahmed Hussen Abdelaziz Shinji Watanabe 165 24 0 30 Jan 2024
Calibration-then-Calculation: A Variance Reduced Metric Framework in Deep Click-Through Rate Prediction Models Yewen Fan Nian Si Xiangchen Song Kun Zhang 139 0 0 30 Jan 2024
Using Motion Forecasting for Behavior-Based Virtual Reality (VR) Authentication Mingjun Li N. Banerjee Sean Banerjee 58 3 0 30 Jan 2024
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI Alexander Oberstrass Sascha E. A. Muenzing Meiqi Niu N. Palomero-Gallagher Christian Schiffer M. Axer Katrin Amunts Timo Dickscheid 94 4 0 30 Jan 2024
SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design Seokju Yun Youngmin Ro ViT 136 36 0 29 Jan 2024
TFDMNet: A Novel Network Structure Combines the Time Domain and Frequency Domain Features H. Pan Yixin Chen Zhiliang Tian Peng Qiao Linbo Qiao Dongsheng Li 42 0 0 29 Jan 2024
Evaluating Deep Networks for Detecting User Familiarity with VR from Hand Interactions Mingjun Li Numan Zafar N. Banerjee Sean Banerjee HAI 47 2 0 27 Jan 2024
A Comprehensive Survey of Compression Algorithms for Language Models Seungcheol Park Jaehyeon Choi Sojin Lee U. Kang MQ 116 16 0 27 Jan 2024
PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus Florian Kluger Bodo Rosenhahn 56 6 0 26 Jan 2024
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation Hyeonwoo Cho Chanmin Park Donghee Kim Jinyoung Kim Won Hwa Kim TTA 131 0 0 26 Jan 2024
Deconstructing Denoising Diffusion Models for Self-Supervised Learning Xinlei Chen Zhuang Liu Saining Xie Kaiming He DiffM 90 60 0 25 Jan 2024
At the junction between deep learning and statistics of extremes: formalizing the landslide hazard definition Ashok Dahal Raphael Huser Luigi Lombardo 23 9 0 25 Jan 2024
Evaluation of POSIT Arithmetic with Accelerators N. Nakasato Yuki Murakami Fumiya Kono Maho Nakata 44 1 0 25 Jan 2024
Inference Attacks Against Face Recognition Model without Classification Layers Yuanqing Huang Huilong Chen Yinggui Wang Lei Wang 50 1 0 24 Jan 2024
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI Fabian Bongratz Anne-Marie Rickmann Christian Wachinger 128 12 0 23 Jan 2024
DVL Calibration using Data-driven Methods Zeev Yampolsky Itzik Klein 53 2 0 23 Jan 2024
Anisotropy Is Inherent to Self-Attention in Transformers Nathan Godey Eric Villemonte de la Clergerie Benoît Sagot 76 19 0 22 Jan 2024