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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
Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies M. Xu Huifeng Yin Yujie Wu Guoqi Li Faqiang Liu Jing Pei Shuai Zhong Lei Deng 65 0 0 30 Jul 2024
Machine learning surrogates for efficient hydrologic modeling: Insights from stochastic simulations of managed aquifer recharge Timothy Dai Kate Maher Z. Perzan 104 4 0 30 Jul 2024
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Octave-YOLO: Cross frequency detection network with octave convolution Sangjune Shin Dongkun Shin ObjD 103 0 0 29 Jul 2024
Generalization bounds for regression and classification on adaptive covering input domains Wen-Liang Hwang 67 0 0 29 Jul 2024
Competition-based Adaptive ReLU for Deep Neural Networks Junjia Chen Zhibin Pan 44 0 0 28 Jul 2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Tianxiao Zhang Wenju Xu Bo Luo Guanghui Wang ViT MDE 132 10 0 28 Jul 2024
Spring-block theory of feature learning in deep neural networks Chengzhi Shi Liming Pan Ivan Dokmanić AI4CE 134 1 0 28 Jul 2024
Alleviating Over-Smoothing via Aggregation over Compact Manifolds Dongzhuoran Zhou Hui Yang Bo Xiong Yue Ma Evgeny Kharlamov 115 0 0 27 Jul 2024
Deep Companion Learning: Enhancing Generalization Through Historical Consistency Ruizhao Zhu Venkatesh Saligrama FedML 87 0 0 26 Jul 2024
CodedVO: Coded Visual Odometry Sachin Shah Naitri Rajyaguru Chahat Deep Singh Christopher A. Metzler Yiannis Aloimonos 49 0 0 25 Jul 2024
Network Inversion of Convolutional Neural Nets Pirzada Suhail Amit Sethi 74 2 0 25 Jul 2024
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks Zhicheng Cai Hao Zhu Qiu Shen Xinran Wang Xun Cao 114 0 0 25 Jul 2024
Enhanced Deep Learning Methodologies and MRI Selection Techniques for Dementia Diagnosis in the Elderly Population Nikolaos Ntampakis Konstantinos Diamantaras Ioanna Chouvarda Vasileios Argyriou Panagiotis Sarigianndis 26 1 0 24 Jul 2024
Robust Deep Hawkes Process under Label Noise of Both Event and Occurrence Jue Chen Bin Li Xihe Qiu Jingjing Huang Yinghui Xu Wei Chu NoLa 63 0 0 24 Jul 2024
Low-Latency Privacy-Preserving Deep Learning Design via Secure MPC Ke Lin Yasir Glani Ping Luo 40 0 0 24 Jul 2024
Progressive Query Refinement Framework for Bird's-Eye-View Semantic Segmentation from Surrounding Images Dooseop Choi Jungyu Kang Taeghyun An Kyounghwan Ahn Kyoung‐Wook Min 68 0 0 24 Jul 2024
Is 3D Convolution with 5D Tensors Really Necessary for Video Analysis? Habib Hajimolahoseini Walid Ahmed Austin Wen Yang Liu 71 0 0 23 Jul 2024
Representation Magnitude has a Liability to Privacy Vulnerability Xingli Fang Jung-Eun Kim 53 1 0 23 Jul 2024
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay Yongcan Yu Lijun Sheng Ran He Jian Liang TTA 87 6 0 22 Jul 2024
Local All-Pair Correspondence for Point Tracking Seokju Cho Jiahui Huang Jisu Nam Honggyu An Seungryong Kim Joon-Young Lee 104 28 0 22 Jul 2024
Can all variations within the unified mask-based beamformer framework achieve identical peak extraction performance? Atsuo Hiroe Katsutoshi Itoyama Kazuhiro Nakadai 104 0 0 22 Jul 2024
Parallel Split Learning with Global Sampling Mohammad Kohankhaki Ahmad Ayad Mahdi Barhoush A. Schmeink 109 1 0 22 Jul 2024
HyperbolicLR: Epoch insensitive learning rate scheduler Tae-Geun Kim 87 2 0 21 Jul 2024
Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning Chen Shen Chunfeng Lian Wanqing Zhang Fan Wang Jianhua Zhang ... Hongshu Mu Hao Wu Xinggong Liang Jianhua Ma Zhenyuan Wang 111 1 0 20 Jul 2024
Revisiting the Disequilibrium Issues in Tackling Heart Disease Classification Tasks Thao Hoang Linh Nguyen Khoi Do Duong Nguyen Viet Dung Nguyen 96 2 0 19 Jul 2024
Deep Feature Surgery: Towards Accurate and Efficient Multi-Exit Networks Cheng Gong Yao Chen Qiuyang Luo Ye Lu Tao Li Yuzhi Zhang Yufei Sun Le Zhang 88 0 0 19 Jul 2024
Neural topology optimization: the good, the bad, and the ugly Suryanarayanan Manoj Sanu Alejandro M. Aragon Miguel A. Bessa 94 3 0 19 Jul 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 94 8 0 18 Jul 2024
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape Perspective T. Kortus Ralf Keidel N.R. Gauger 133 0 0 18 Jul 2024
Mutual Information Guided Optimal Transport for Unsupervised Visible-Infrared Person Re-identification Zhizhong Zhang Jiangming Wang Xin Tan Yanyun Qu Junping Wang Yong Xie Yuan Xie 95 0 0 17 Jul 2024
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection Mahdi Gilany Mohamed Harmanani P. Wilson Minh-Son To A. Jamzad Fahimeh Fooladgar Brian Wodlinger Purang Abolmaesumi Parvin Mousavi OOD 63 0 0 17 Jul 2024
Rethinking the Architecture Design for Efficient Generic Event Boundary Detection Ziwei Zheng Zechuan Zhang Yulin Wang Shiji Song Gao Huang Le Yang 68 2 0 17 Jul 2024
Dynamic Task Control Method of a Flexible Manipulator Using a Deep Recurrent Neural Network Kento Kawaharazuka Toru Ogawa C. Nabeshima 44 5 0 16 Jul 2024
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams Ziqiang Wang Zhixiang Chi Yanan Wu Li Gu Zhi Liu Konstantinos Plataniotis Yang Wang OOD TTA 82 4 0 16 Jul 2024
Benchmarking the Attribution Quality of Vision Models Robin Hesse Simone Schaub-Meyer Stefan Roth FAtt 91 3 0 16 Jul 2024
Simplifying the Theory on Over-Smoothing Andreas Roth 117 4 0 16 Jul 2024
NITRO-D: Native Integer-only Training of Deep Convolutional Neural Networks Alberto Pirillo Luca Colombo Manuel Roveri MQ 110 0 0 16 Jul 2024
Learning Semantic Latent Directions for Accurate and Controllable Human Motion Prediction Guowei Xu Jiale Tao Wen Li Lixin Duan 80 5 0 16 Jul 2024
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation Muyang Qiu Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 115 4 0 16 Jul 2024
Continuity Preserving Online CenterLine Graph Learning Yunhui Han Kun Yu Zhiwei Li GNN 3DPC 113 2 0 16 Jul 2024
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences Soroush Mehraban Mohammad Javad Rajabi Babak Taati 3DPC 102 1 0 15 Jul 2024
Human-Centric Transformer for Domain Adaptive Action Recognition Kun-Yu Lin Jiaming Zhou Wei-Shi Zheng 97 6 0 15 Jul 2024
Aligning Neuronal Coding of Dynamic Visual Scenes with Foundation Vision Models Rining Wu Feixiang Zhou Ziwei Yin Jian K. Liu 70 0 0 15 Jul 2024
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 178 5 0 15 Jul 2024
xLSTMTime : Long-term Time Series Forecasting With xLSTM Musleh Alharthi A. Mahmood AI4TS 97 22 0 14 Jul 2024
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Li Li Hubert P. H. Shum T. Breckon 3DPC 115 11 0 14 Jul 2024
Adaptive Parametric Activation Konstantinos Panagiotis Alexandridis Jiankang Deng Anh Nguyen Shan Luo 84 5 0 11 Jul 2024
Towards stable training of parallel continual learning Li Yuepan Fan Lyu Yuyang Li Wei Feng Guangcan Liu Fanhua Shang 94 0 0 11 Jul 2024
Imitation Learning with Additional Constraints on Motion Style using Parametric Bias Kento Kawaharazuka Yoichiro Kawamura K. Okada Masayuki Inaba 78 12 0 10 Jul 2024