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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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RandAlign: A Parameter-Free Method for Regularizing Graph Convolutional Networks Haimin Zhang Min Xu 108 3 0 15 Apr 2024
MAP: Model Aggregation and Personalization in Federated Learning with Incomplete Classes Xin-Chun Li Shaoming Song Yinchuan Li Bingshuai Li Yunfeng Shao Yang Yang De-Chuan Zhan FedML 91 9 0 14 Apr 2024
ALICE: Combining Feature Selection and Inter-Rater Agreeability for Machine Learning Insights Bachana Anasashvili Vahidin Jeleskovic 84 0 0 13 Apr 2024
MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification Binghua Li Jie Mao Zhe Sun Chao Li Qibin Zhao Toshihisa Tanaka 38 0 0 13 Apr 2024
Structured Model Pruning for Efficient Inference in Computational Pathology Mohammed Adnan Qinle Ba Nazim Shaikh Shivam Kalra Satarupa Mukherjee A. Lorsakul MedIm 79 2 0 12 Apr 2024
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Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning Zeyuan Ma Jiacheng Chen Hongshu Guo Yining Ma Yue-Jiao Gong 95 9 0 12 Apr 2024
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Minimizing Chebyshev Prototype Risk Magically Mitigates the Perils of Overfitting Nathaniel R. Dean Dilip Sarkar AAML 63 0 0 10 Apr 2024
Neural Optimizer Equation, Decay Function, and Learning Rate Schedule Joint Evolution Brandon Morgan Dean Frederick Hougen ODL 85 0 0 10 Apr 2024
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Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models David Kurzendörfer Otniel-Bogdan Mercea A. Sophia Koepke Zeynep Akata VLM CLIP 68 3 0 09 Apr 2024
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TabConv: Low-Computation CNN Inference via Table Lookups Neelesh Gupta Narayanan Kannan Pengmiao Zhang Viktor Prasanna 72 2 0 08 Apr 2024
Causality Extraction from Nuclear Licensee Event Reports Using a Hybrid Framework Shahidur Rahoman Sohag Sai Zhang Min Xian Shoukun Sun Fei Xu Zhegang Ma 29 2 0 08 Apr 2024
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FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Jianghao Wu Dong Guo Guotai Wang Qian Yue H. Yu Kang Li Shaoting Zhang OOD 84 6 0 07 Apr 2024
Msmsfnet: a multi-stream and multi-scale fusion net for edge detection Chenguang Liu Chisheng Wang Feifei Dong Xiayang Xiao Xin Su Chuanhua Zhu Dejin Zhang Qingquan Li 90 1 0 07 Apr 2024
$Implicit Bias of AdamW: $\ell_\infty$ Norm Constrained Optimization$ Implicit Bias of AdamW: $\ell_\infty$ Norm Constrained Optimization Shuo Xie Zhiyuan Li OffRL 80 23 0 05 Apr 2024
DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM Wenxuan Zuo Zifan Zhu Yuxuan Du Yi-Chun Yeh J. Fuhrman Jinchi Lv Yingying Fan Fengzhu Sun AI4TS BDL 68 1 0 05 Apr 2024
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ViTamin: Designing Scalable Vision Models in the Vision-Language Era Jienneg Chen Qihang Yu Xiaohui Shen Alan Yuille Liang-Chieh Chen 3DV VLM 103 29 0 02 Apr 2024
Adaptive Query Prompting for Multi-Domain Landmark Detection Qiusen Wei Guoheng Huang Xiaochen Yuan Xuhang Chen Guo Zhong Jianwen Huang Jiajie Huang MedIm 67 2 0 01 Apr 2024
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Instance-Aware Group Quantization for Vision Transformers Jaehyeon Moon Dohyung Kim Junyong Cheon Bumsub Ham MQ ViT 92 8 0 01 Apr 2024
Machine Learning Robustness: A Primer Houssem Ben Braiek Foutse Khomh AAML OOD 106 8 0 01 Apr 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 105 2 0 31 Mar 2024
94% on CIFAR-10 in 3.29 Seconds on a Single GPU Keller Jordan VLM 70 5 0 30 Mar 2024
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Revisiting Random Weight Perturbation for Efficiently Improving Generalization Tao Li Qinghua Tao Weihao Yan Zehao Lei Yingwen Wu Kun Fang Mingzhen He Xiaolin Huang AAML 114 6 0 30 Mar 2024
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LayerNorm: A key component in parameter-efficient fine-tuning Taha ValizadehAslani Hualou Liang 85 1 0 29 Mar 2024
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FairCLIP: Harnessing Fairness in Vision-Language Learning Yan Luo Minfei Shi Muhammad Osama Khan Muhammad Muneeb Afzal Hao Huang ... Luo Song Ava Kouhana T. Elze Yi Fang Mengyu Wang VLM 93 38 0 29 Mar 2024