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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
Language-Guided Transformer for Federated Multi-Label Classification I-Jieh Liu Ci-Siang Lin Fu-En Yang Yu-Chiang Frank Wang 119 4 0 12 Dec 2023
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HyPE-GT: where Graph Transformers meet Hyperbolic Positional Encodings Kushal Bose Swagatam Das 84 0 0 11 Dec 2023
Complex-valued Neural Networks -- Theory and Analysis Rayyan Abdalla 52 2 0 11 Dec 2023
Using deep neural networks to improve the precision of fast-sampled particle timing detectors M. Kocot K. Misan V. Avati E. Bossini L. Grzanka N. Minafra 49 1 0 10 Dec 2023
ICTSurF: Implicit Continuous-Time Survival Functions with Neural Networks Chanon Puttanawarut Panu Looareesuwan Romen Samuel Wabina Prut Saowaprut 65 1 0 10 Dec 2023
Boosting the Cross-Architecture Generalization of Dataset Distillation through an Empirical Study Lirui Zhao Yuxin Zhang Yong Li Rongrong Ji 76 2 0 09 Dec 2023
SiCP: Simultaneous Individual and Cooperative Perception for 3D Object Detection in Connected and Automated Vehicles Deyuan Qu Qi Chen Tianyu Bai Andy Qin Hongsheng Lu Heng Fan Song Fu Qing Yang 93 5 0 08 Dec 2023
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Application of machine learning technique for a fast forecast of aggregation kinetics in space-inhomogeneous systems M. A. Larchenko R. R. Zagidullin V. V. Palyulin N. Brilliantov AI4TS 29 2 0 07 Dec 2023
Graph Metanetworks for Processing Diverse Neural Architectures Derek Lim Haggai Maron Marc T. Law Jonathan Lorraine James Lucas AI4CE 118 39 0 07 Dec 2023
Investigating the Design Space of Diffusion Models for Speech Enhancement Philippe Gonzalez Zheng-Hua Tan Jan Østergaard Jesper Jensen T. S. Alstrøm Tobias May DiffM 74 8 0 07 Dec 2023
Joint-Individual Fusion Structure with Fusion Attention Module for Multi-Modal Skin Cancer Classification Peng Tang Xintong Yan Yang Nan Xiaobin Hu Bjoern Menze Sebastian Krammer Tobias Lasser 44 2 0 07 Dec 2023
A Low-Overhead Incorporation-Extrapolation based Few-Shot CSI Feedback Framework for Massive MIMO Systems Binggui Zhou Xi Yang Jintao Wang Shaodan Ma Feifei Gao Guanghua Yang 81 3 0 07 Dec 2023
On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm Peng Sun Bei Shi Daiwei Yu Tao Lin DD 100 52 0 06 Dec 2023
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Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial Networks L. Drees Dereje T. Demie Madhuri R. Paul Johannes Leonhardt Sabine J. Seidel Thomas F. Döring R. Roscher 52 4 0 06 Dec 2023
Unknown Sample Discovery for Source Free Open Set Domain Adaptation C. S. Jahan Andreas E. Savakis TTA 84 3 0 05 Dec 2023
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography Justin Engelmann Jamie Burke Charlene Hamid Megan Reid-Schachter Dan Pugh ... P. Steptoe Stuart King Tom J. MacGillivray Miguel O. Bernabeu Ian J. C. MacCormick 29 8 0 05 Dec 2023
Rethinking and Simplifying Bootstrapped Graph Latents Wangbin Sun Jintang Li Liang Chen Bingzhe Wu Yatao Bian Zibin Zheng 81 12 0 05 Dec 2023
A Unified Simulation Framework for Visual and Behavioral Fidelity in Crowd Analysis N. Bisagno Nicola Garau Antonio Luigi Stefani Nicola Conci 39 0 0 05 Dec 2023
MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomography Diedre S. Carmo Jean Ribeiro A. Comellas Joseph M. Reinhardt S. Gerard Letícia Rittner R.A. Lotufo 84 2 0 04 Dec 2023
Rethinking Adversarial Training with Neural Tangent Kernel Guanlin Li Han Qiu Shangwei Guo Jiwei Li Tianwei Zhang AAML 145 0 0 04 Dec 2023
SequencePAR: Understanding Pedestrian Attributes via A Sequence Generation Paradigm Jiandong Jin Tianlin Li Chenglong Li Lili Huang Jin Tang AI4TS 67 7 0 04 Dec 2023
A Challenging Multimodal Video Summary: Simultaneously Extracting and Generating Keyframe-Caption Pairs from Video Keito Kudo Haruki Nagasawa Jun Suzuki Nobuyuki Shimizu 75 2 0 04 Dec 2023
Learning to Compose SuperWeights for Neural Parameter Allocation Search Piotr Teterwak Soren Nelson Nikoli Dryden D. Bashkirova Kate Saenko Bryan A. Plummer 108 2 0 03 Dec 2023
Harnessing Discrete Representations For Continual Reinforcement Learning Edan Meyer Adam White Marlos C. Machado OffRL 72 5 0 02 Dec 2023
Label Delay in Online Continual Learning Botos Csaba Wenxuan Zhang Matthias Muller Ser-Nam Lim Mohamed Elhoseiny Philip Torr Adel Bibi CLL 76 1 0 01 Dec 2023
BCN: Batch Channel Normalization for Image Classification Afifa Khaled Chao Li Jia Ning Kun He 42 7 0 01 Dec 2023
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity S. VenkataKeerthy Soumya Banerjee Sayan Dey Yashas Andaluri PS Raghul S. Kalyanasundaram Fernando Magno Quintao Pereira Ramakrishna Upadrasta 57 3 0 01 Dec 2023
Towards Generalizable Referring Image Segmentation via Target Prompt and Visual Coherence Yajie Liu Pu Ge Haoxiang Ma Shichao Fan Qingjie Liu Di Huang Yunhong Wang 61 0 0 01 Dec 2023
Improving Normalization with the James-Stein Estimator Seyedalireza Khoshsirat Chandra Kambhamettu 73 5 0 01 Dec 2023
Merlin:Empowering Multimodal LLMs with Foresight Minds En Yu Liang Zhao Yana Wei Jinrong Yang Dongming Wu ... Haoran Wei Tiancai Wang Zheng Ge Xiangyu Zhang Wenbing Tao LRM 133 27 0 30 Nov 2023
Anatomy and Physiology of Artificial Intelligence in PET Imaging Tyler Bradshaw A. McMillan 3DH 33 5 0 30 Nov 2023
SparseDC: Depth Completion from sparse and non-uniform inputs Chen Long Wenxiao Zhang Zhe Chen Haiping Wang Yuan Liu Zhen Cao Zhen Dong Bisheng Yang MDE 63 8 0 30 Nov 2023
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding Martin Wimpff Mario Döbler Bin Yang 57 7 0 30 Nov 2023
Improving Adversarial Transferability via Model Alignment A. Ma Amir-massoud Farahmand Yangchen Pan Philip Torr Jindong Gu AAML 82 5 0 30 Nov 2023
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation Younggeol Cho Youngrae Kim Dongman Lee 60 1 0 30 Nov 2023
Dataset Distillation via the Wasserstein Metric Haoyang Liu Yijiang Li Tiancheng Xing Peiran Wang Vibhu Dalal Luwei Li Jingrui He Haohan Wang DD 135 14 0 30 Nov 2023
Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum Riccardo Zaccone Sai Praneeth Karimireddy Carlo Masone Marco Ciccone FedML 123 2 0 30 Nov 2023
The Trifecta: Three simple techniques for training deeper Forward-Forward networks Thomas Dooms Ing Jyh Tsang José Oramas 80 4 0 29 Nov 2023
CRAFT: Contextual Re-Activation of Filters for face recognition Training Aman Bhatta Domingo Mery Haiyu Wu Kevin W. Bowyer CVBM 66 2 0 29 Nov 2023
Most discriminative stimuli for functional cell type clustering Max F. Burg Thomas Zenkel Michaela Vystrvcilová Jonathan Oesterle Larissa Hofling ... Philipp Berens A. Tolias Thomas Euler Matthias Bethge Alexander S. Ecker 78 4 0 29 Nov 2023
Latent Alignment with Deep Set EEG Decoders Stylianos Bakas Siegfried Ludwig Dimitrios A. Adamos N. Laskaris Yannis Panagakis Stefanos Zafeiriou BDL 26 5 0 29 Nov 2023
Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge Xiaoge Zhang Xiao-Lin Wang Fenglei Fan Yiu-ming Cheung Indranil Bose 90 2 0 29 Nov 2023
LayerCollapse: Adaptive compression of neural networks Soheil Zibakhsh Shabgahi Mohammad Soheil Shariff F. Koushanfar AI4CE 61 1 0 29 Nov 2023
F4D: Factorized 4D Convolutional Neural Network for Efficient Video-level Representation Learning Mohammad Al-Saad Lakshmish Ramaswamy S. Bhandarkar AI4TS 43 1 0 28 Nov 2023
Bidirectional Reactive Programming for Machine Learning D. Potop-Butucaru Albert Cohen Gordon Plotkin Hugo Pompougnac KELM AI4CE 112 0 0 28 Nov 2023
Neural Texture Puppeteer: A Framework for Neural Geometry and Texture Rendering of Articulated Shapes, Enabling Re-Identification at Interactive Speed Urs Waldmann O. Johannsen Bastian Goldluecke 3DH 87 1 0 28 Nov 2023