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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
Differentially Private Parameter-Efficient Fine-tuning for Large ASR Models Hongbin Liu Lun Wang Om Thakkar Abhradeep Thakurta Arun Narayanan 123 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 91 1 0 02 Oct 2024
[Re] Network Deconvolution Rochana R. Obadage Kumushini Thennakoon Sarah M. Rajtmajer Jian Wu 79 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 110 1 0 02 Oct 2024
Squeeze-and-Remember Block Rinor Cakaj Jens Mehnert Bin Yang 18 0 0 01 Oct 2024
Deep activity propagation via weight initialization in spiking neural networks Aurora Micheli Olaf Booij Jan van Gemert Nergis Tömen 109 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 39 2 0 30 Sep 2024
Preconditioning for Accelerated Gradient Descent Optimization and Regularization Qiang Ye AI4CE 53 0 0 30 Sep 2024
Medical Image Segmentation with SAM-generated Annotations Iira Häkkinen Iaroslav Melekhov Erik Englesson Hossein Azizpour Arno Solin VLM 108 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 128 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 51 0 0 29 Sep 2024
Hyper-Connections Defa Zhu Hongzhi Huang Zihao Huang Yutao Zeng Yunyao Mao Banggu Wu Qiyang Min Xun Zhou 87 6 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 96 0 0 29 Sep 2024
On the universality of neural encodings in CNNs Florentin Guth Brice Ménard SSL 119 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 60 9 0 28 Sep 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalization Shivang Rawat David J. Heeger Stefano Martiniani 229 1 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 84 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 69 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 105 3 0 25 Sep 2024
The Credibility Transformer Ronald Richman Salvatore Scognamiglio M. Wüthrich 78 1 0 25 Sep 2024
Stochastic Subsampling With Average Pooling Bum Jun Kim Sang Woo Kim 43 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 102 40 0 24 Sep 2024
Multi-Model Ensemble Approach for Accurate Bi-Atrial Segmentation in LGE-MRI of Atrial Fibrillation Patients Lucas Beveridge Le Zhang 27 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 114 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 52 1 0 23 Sep 2024
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder Khai-Nguyen Nguyen Phuc Phan Tan-Hanh Pham Bach Phan Tat Minh-Huong Ngo Chris Ngo Thanh Nguyen-Tang Truong-Son Hy LM&MA 101 0 0 21 Sep 2024
Simple Unsupervised Knowledge Distillation With Space Similarity Aditya Singh Haohan Wang 144 2 0 20 Sep 2024
Efficient Visualization of Neural Networks with Generative Models and Adversarial Perturbations Athanasios Karagounis AAML 33 0 0 20 Sep 2024
Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities Chengkun Sun Jinqian Pan Juoli Jin Russell Stevens Terry Jiang Bian Jie Xu 66 0 0 20 Sep 2024
EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis Shaojie Li Zhaoshuo Diao 61 0 0 18 Sep 2024
Constraint Guided AutoEncoders for Joint Optimization of Condition Indicator Estimation and Anomaly Detection in Machine Condition Monitoring Maarten Meire Quinten Van Baelen Ted Ooijevaar P. Karsmakers CML 46 0 0 18 Sep 2024
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers Zixuan Fu Lanqing Guo Chong Wang Yufei Wang Zhihao Li Bihan Wen 62 1 0 17 Sep 2024
Multi-frequency Electrical Impedance Tomography Reconstruction with Multi-Branch Attention Image Prior Hao Fang Zhe Liu Yi Feng Zhen Qiu Pierre Bagnaninchi Yunjie Yang 53 1 0 17 Sep 2024
Relative Representations: Topological and Geometric Perspectives Alejandro García-Castellanos Giovanni Luca Marchetti Danica Kragic Martina Scolamiero 101 1 0 17 Sep 2024
Deep-Wide Learning Assistance for Insect Pest Classification Toan Nguyen Huy Nguyen Huy Ung Hieu T. Ung Binh T. Nguyen 67 1 0 16 Sep 2024
Uncovering the Mechanism of Hepatotoxiciy of PFAS Targeting L-FABP Using GCN and Computational Modeling Lucas Jividen Tibo Duran Xi-Zhi Niu Jun Bai 21 0 0 16 Sep 2024
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT Ryota Komatsu Takahiro Shinozaki SSL 108 1 0 16 Sep 2024
Convergence of Sharpness-Aware Minimization Algorithms using Increasing Batch Size and Decaying Learning Rate Hinata Harada Hideaki Iiduka 59 1 0 16 Sep 2024
Scaling Continuous Kernels with Sparse Fourier Domain Learning Clayton A. Harper Luke Wood Peter Gerstoft Eric C. Larson 56 0 0 15 Sep 2024
DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation Shahriar Rifat Jonathan D. Ashdown Francesco Restuccia TTA 74 0 0 15 Sep 2024
Integrating Audio Narrations to Strengthen Domain Generalization in Multimodal First-Person Action Recognition Cagri Gungor Adriana Kovashka EgoV 46 0 0 15 Sep 2024
Open-World Test-Time Training: Self-Training with Contrast Learning Houcheng Su Mengzhu Wang Jiao Li Bingli Wang Daixian Liu Zeheng Wang VLM 68 0 0 15 Sep 2024
Generalization Boosted Adapter for Open-Vocabulary Segmentation Wenhao Xu Changwei Wang Xuxiang Feng Rongtao Xu Longzhao Huang Zherui Zhang Li Guo Shibiao Xu VLM 87 3 0 13 Sep 2024
Efficient Sparse Coding with the Adaptive Locally Competitive Algorithm for Speech Classification Soufiyan Bahadi É. Plourde Jean Rouat 62 1 0 12 Sep 2024
FedHide: Federated Learning by Hiding in the Neighbors Hyunsin Park Sungrack Yun FedML 58 0 0 12 Sep 2024
Y-Drop: A Conductance based Dropout for fully connected layers Efthymios Georgiou Georgios Paraskevopoulos Alexandros Potamianos 82 0 0 11 Sep 2024
Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection Xinyuan Qian Xianghu Yue Jun Wang Huiping Zhuang Haizhou Li 80 1 0 11 Sep 2024
HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs Umair Qudus Michael Roeder Muhammad Saleem A. N. Ngomo 49 6 0 10 Sep 2024
Attention-Based Beamformer For Multi-Channel Speech Enhancement Jinglin Bai Hao Li Xueliang Zhang Fei Chen 49 0 0 10 Sep 2024