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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
Audio-Visual Speech Representation Expert for Enhanced Talking Face Video Generation and Evaluation Dogucan Yaman Fevziye Irem Eyiokur Leonard Barmann Seymanur Akti H. K. Ekenel Alexander H. Waibel EGVM 66 10 0 07 May 2024
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BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp Segmentation Owen Singh S. S. Sengar 43 3 0 05 May 2024
Scene-Adaptive Person Search via Bilateral Modulations Yimin Jiang Huibing Wang Jinjia Peng Xianping Fu Yang Wang 53 8 0 05 May 2024
Iterative Filter Pruning for Concatenation-based CNN Architectures Svetlana Pavlitska Oliver Bagge Federico Nicolás Peccia Toghrul Mammadov J. Marius Zöllner VLM 3DPC 70 3 0 04 May 2024
Your Network May Need to Be Rewritten: Network Adversarial Based on High-Dimensional Function Graph Decomposition Xiaoyan Su Yinghao Zhu Run Li AAML 94 0 0 04 May 2024
Designed Dithering Sign Activation for Binary Neural Networks Brayan Monroy Juan Estupiñán T. Gelvez-Barrera Jorge Bacca Henry Arguello MQ 122 2 0 03 May 2024
A Mutual Information Perspective on Federated Contrastive Learning Christos Louizos M. Reisser Denis Korzhenkov SSL FedML 106 2 0 03 May 2024
Are We in The Zone? Exploring The Features and Method of Detecting Simultaneous Flow Experiences Based on EEG Signals Baiqiao Zhang Xiangxian Li Yunfan Zhou Juan Liu Weiying Liu Chao Zhou Yulong Bian 32 1 0 03 May 2024
Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design Jian Meng Yuan Liao Anupreetham Anupreetham Ahmed Hassan Shixing Yu Han-Sok Suh Xiaofeng Hu Jae-sun Seo MQ 91 2 0 02 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 95 11 0 02 May 2024
ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks Yufei Jin Xingquan Zhu 117 2 0 02 May 2024
Out-of-distribution detection based on subspace projection of high-dimensional features output by the last convolutional layer Qiuyu Zhu Yiwei He OODD 84 1 0 02 May 2024
S4: Self-Supervised Sensing Across the Spectrum Jay Shenoy Xinjian Davis Zhang Shlok Mehrotra Bill Tao Rem Yang Han Zhao Deepak Vasisht AI4TS 94 2 0 02 May 2024
Explaining models relating objects and privacy Alessio Xompero Myriam Bontonou J. Arbona Emmanouil Benetos Andrea Cavallaro 77 1 0 02 May 2024
Spider: A Unified Framework for Context-dependent Concept Segmentation Xiaoqi Zhao Youwei Pang Wei Ji Baicheng Sheng Jiaming Zuo Lihe Zhang Huchuan Lu 98 8 0 02 May 2024
Feature-Aware Noise Contrastive Learning for Unsupervised Red Panda Re-Identification Jincheng Zhang Qijun Zhao Tie Liu 93 1 0 01 May 2024
Improved AutoEncoder with LSTM module and KL divergence Wei Huang Bingyang Zhang Kaituo Zhang Hua Gao Rongchun Wan 60 2 0 30 Apr 2024
Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang Laurent Charlin R. Zemel Mengye Ren CLL 74 4 0 29 Apr 2024
Hidden Synergy: $L_1$ Weight Normalization and 1-Path-Norm Regularization Aditya Biswas 81 1 0 29 Apr 2024
Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data Vikhyat Agrawal Sunil Vasu Kalmady Venkataseetharam Manoj Malipeddi Manisimha Manthena Weijie Sun Saiful Islam Abram Hindle Padma Kaul Russell Greiner FedML 93 5 0 26 Apr 2024
CSCO: Connectivity Search of Convolutional Operators Tunhou Zhang Shiyu Li Hsin-Pai Cheng Feng Yan Hai Helen Li Yiran Chen 113 0 0 26 Apr 2024
Learning Visuotactile Skills with Two Multifingered Hands Toru Lin Yu Zhang Qiyang Li Haozhi Qi Brent Yi Sergey Levine Jitendra Malik 110 67 0 25 Apr 2024
A Communication- and Memory-Aware Model for Load Balancing Tasks Jonathan Lifflander P. Pébay N. Slattengren Pierre L. Pebay Robert A. Pfeiffer J. Kotulski Sean McGovern 20 0 0 25 Apr 2024
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding Mostafa Elhoushi Akshat Shrivastava Diana Liskovich Basil Hosmer Bram Wasti ... Saurabh Agarwal Ahmed Roman Ahmed Aly Beidi Chen Carole-Jean Wu LRM 112 110 0 25 Apr 2024
Application of Long-Short Term Memory and Convolutional Neural Networks for Real-Time Bridge Scour Prediction Tahrima Hashem N. Yousefpour 65 4 0 25 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 80 2 0 23 Apr 2024
ActSonic: Recognizing Everyday Activities from Inaudible Acoustic Waves Around the Body Saif Mahmud Vineet Parikh Qikang Liang Ke Li Ruidong Zhang Ashwin Ajit Vipin Gunda Devansh Agarwal Franccois Guimbretiere Cheng Zhang 79 4 0 22 Apr 2024
Integrated Gradient Correlation: a Dataset-wise Attribution Method Pierre Lelievre Chien-Chung Chen 30 0 0 22 Apr 2024
MLP: Motion Label Prior for Temporal Sentence Localization in Untrimmed 3D Human Motions Sheng Yan Mengyuan Liu Yong Wang Yang Liu Chong Chen Hong Liu 94 2 0 21 Apr 2024
CKGConv: General Graph Convolution with Continuous Kernels Liheng Ma Soumyasundar Pal Yitian Zhang Jiaming Zhou Yingxue Zhang Mark Coates 94 5 0 21 Apr 2024
AudioRepInceptionNeXt: A lightweight single-stream architecture for efficient audio recognition Kin Wai Lau Yasar Abbas Ur Rehman L. Po 85 1 0 21 Apr 2024
GRANOLA: Adaptive Normalization for Graph Neural Networks Moshe Eliasof Beatrice Bevilacqua Carola-Bibiane Schönlieb Haggai Maron 112 5 0 20 Apr 2024
SEGSRNet for Stereo-Endoscopic Image Super-Resolution and Surgical Instrument Segmentation Mansoor Hayat S. Aramvith Titipat Achakulvisut 102 2 0 20 Apr 2024
3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification Shyam Varahagiri Aryaman Sinha S. Dubey Satish Kumar Singh 55 4 0 20 Apr 2024
Model-Based Counterfactual Explanations Incorporating Feature Space Attributes for Tabular Data Yuta Sumiya Hayaru Shouno AAML OOD 57 0 0 20 Apr 2024
Next Generation Loss Function for Image Classification S. Akhmedova Nils Körber VLM 81 2 0 19 Apr 2024
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets Yang Ye Shihao Ji PINN 3DPC 75 0 0 19 Apr 2024
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images Marius Schmidt-Mengin Alexis Benichoux S. Belachew N. Komodakis Nikos Paragios MedIm 75 2 0 19 Apr 2024
Reducing Bias in Pre-trained Models by Tuning while Penalizing Change Niklas Penzel Gideon Stein Joachim Denzler 50 0 0 18 Apr 2024
Artificial Neural Networks to Recognize Speakers Division from Continuous Bengali Speech Hasmot Ali M. F. Hossain Md. Mehedi Hasan Sheikh Abujar S. R. H. Noori 22 1 0 18 Apr 2024
Establishing a Baseline for Gaze-driven Authentication Performance in VR: A Breadth-First Investigation on a Very Large Dataset Dillon Lohr Michael J. Proulx Oleg V. Komogortsev 56 5 0 17 Apr 2024
QGen: On the Ability to Generalize in Quantization Aware Training Mohammadhossein Askarihemmat Ahmadreza Jeddi Reyhane Askari Hemmat Ivan Lazarevich Alexander Hoffman Sudhakar Sah Ehsan Saboori Yvon Savaria Jean-Pierre David MQ 99 1 0 17 Apr 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters Hao-Wei Chen Yu-Syuan Xu Kelvin C. K. Chan Hsien-Kai Kuo Chun-Yi Lee Ming-Hsuan Yang 82 1 0 17 Apr 2024
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation Yeonguk Yu Sungho Shin S. Back Minhwan Ko Sangjun Noh Kyoobin Lee TTA OOD 86 4 0 17 Apr 2024