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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
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Estimating Commonsense Scene Composition on Belief Scene Graphs Mario A. V. Saucedo Vignesh Kottayam Viswanathan Christoforos Kanellakis G. Nikolakopoulos 3DV 102 0 0 05 May 2025
DPNet: Dynamic Pooling Network for Tiny Object Detection Luqi Gong Haotian Chen Yushen Chen Tianliang Yao Chao Li Shuai Zhao Guangjie Han ObjD 444 0 0 05 May 2025
Sharpness-Aware Minimization with Z-Score Gradient Filtering for Neural Networks Juyoung Yun 193 0 0 05 May 2025
Local Herb Identification Using Transfer Learning: A CNN-Powered Mobile Application for Nepalese Flora Prajwal Thapa Mridul Sharma Jinu Nyachhyon Yagya Raj Pandeya 52 0 0 04 May 2025
Wide & Deep Learning for Node Classification Yancheng Chen Wenguo Yang Zhipeng Jiang GNN 110 0 0 04 May 2025
A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture Shang Wang Huanrong Tang Jianquan Ouyang 75 0 0 02 May 2025
Efficient Vision-based Vehicle Speed Estimation Andrej Macko Lukás Gajdosech Viktor Kocur 445 0 0 02 May 2025
On the Importance of Gaussianizing Representations Daniel Eftekhari Vardan Papyan 77 0 0 01 May 2025
Utilising Gradient-Based Proposals Within Sequential Monte Carlo Samplers for Training of Partial Bayesian Neural Networks Andrew Millard Joshua Murphy Simon Maskell Zheng Zhao BDL 80 0 0 01 May 2025
iMacSR: Intermediate Multi-Access Supervision and Regularization in Training Autonomous Driving Models Wei-Bin Kou Guangxu Zhu Yichen Jin Shuai Wang Ming Tang Yik-Chung Wu 70 0 0 01 May 2025
A Memetic Algorithm based on Variational Autoencoder for Black-Box Discrete Optimization with Epistasis among Parameters Aoi Kato Kenta Kojima Masahiro Nomura I. Ono 68 0 0 30 Apr 2025
xEEGNet: Towards Explainable AI in EEG Dementia Classification Andrea Zanola Louis Fabrice Tshimanga Federico Del Pup Marco Baiesi Manfredo Atzori 156 0 0 30 Apr 2025
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FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection Yao Xiao Tingfa Xu Yu Xin Jianan Li ObjD 103 0 0 29 Apr 2025
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 156 1 0 28 Apr 2025
Lightweight Adapter Learning for More Generalized Remote Sensing Change Detection Dou Quan Rufan Zhou Shuang Wang Ning Huyan Dong Zhao Yunan Li L. Jiao 124 0 0 28 Apr 2025
BQSched: A Non-intrusive Scheduler for Batch Concurrent Queries via Reinforcement Learning Chenhao Xu Chunyu Chen Jinglin Peng Jiannan Wang Jun Gao OffRL AI4TS 80 0 0 27 Apr 2025
Partition Map-Based Fast Block Partitioning for VVC Inter Coding Xinmin Feng Z. Li L. Li Dong Liu Feng Wu 101 0 0 25 Apr 2025
Deep Learning vs. Black-Scholes: Option Pricing Performance on Brazilian Petrobras Stocks Joao Felipe Gueiros Hemanth Chandravamsi Steven H. Frankel 33 0 0 25 Apr 2025
CANet: ChronoAdaptive Network for Enhanced Long-Term Time Series Forecasting under Non-Stationarity Mert Sonmezer Seyda Ertekin AI4TS 96 0 0 24 Apr 2025
HydroStartML: A combined machine learning and physics-based approach to reduce hydrological model spin-up time Louisa Pawusch Stefania Scheurer Wolfgang Nowak Reed Maxwell AI4CE 90 0 0 24 Apr 2025
Revisiting Radar Camera Alignment by Contrastive Learning for 3D Object Detection Linhua Kong Dongxia Chang Lian Liu Zisen Kong Pengyuan Li Yao Zhao 71 0 0 23 Apr 2025
Fried Parameter Estimation from Single Wavefront Sensor Image with Artificial Neural Networks Jeffrey Smith Taisei Fujii Jesse Craney Charles Gretton 39 0 0 23 Apr 2025
Application of an attention-based CNN-BiLSTM framework for in vivo two-photon calcium imaging of neuronal ensembles: decoding complex bilateral forelimb movements from unilateral M1 Ghazal Mirzaee Jonathan Chang Shahrzad Latifi 44 0 0 23 Apr 2025
A Novel Graph Transformer Framework for Gene Regulatory Network Inference Binon Teji Swarup Roy 26 0 0 23 Apr 2025
Analytical Softmax Temperature Setting from Feature Dimensions for Model- and Domain-Robust Classification Tatsuhito Hasegawa Shunsuke Sakai 83 0 0 22 Apr 2025
TrojanDam: Detection-Free Backdoor Defense in Federated Learning through Proactive Model Robustification utilizing OOD Data Yanbo Dai Songze Li Zihan Gan Xueluan Gong AAML FedML 63 0 0 22 Apr 2025
Development and evaluation of a deep learning algorithm for German word recognition from lip movements Dinh Nam Pham Torsten Rahne 207 4 0 22 Apr 2025
VeLU: Variance-enhanced Learning Unit for Deep Neural Networks Ashkan Shakarami Yousef Yeganeh Azade Farshad Lorenzo Nicolè Stefano Ghidoni Nassir Navab 92 0 0 21 Apr 2025
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Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection Ghodsiyeh Rostami Po-Han Chen Mahdi S. Hosseini 81 0 0 19 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yongqian Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 84 0 0 19 Apr 2025
Fairness and Robustness in Machine Unlearning Khoa Tran Simon S. Woo FaML OOD MU AAML 127 1 0 18 Apr 2025
KAN or MLP? Point Cloud Shows the Way Forward Yan Shi Qingdong He Yijun Liu Xiaoyu Liu Jingyong Su 3DPC 148 0 0 18 Apr 2025
Scaling LLaNA: Advancing NeRF-Language Understanding Through Large-Scale Training Andrea Amaduzzi Pierluigi Zama Ramirez Giuseppe Lisanti Samuele Salti Luigi Di Stefano 105 1 0 18 Apr 2025
Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias? Tom Jacobs Chao Zhou R. Burkholz OffRL AI4CE 74 1 0 17 Apr 2025
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr Volkan Cevher AAML 165 2 0 17 Apr 2025
Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor Wonjun Yi Yong-Hwa Park 50 0 0 15 Apr 2025
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 56 1 0 14 Apr 2025
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers Xingjian Leng Jaskirat Singh Yunzhong Hou Zhenchang Xing Saining Xie Liang Zheng 92 6 0 14 Apr 2025
Efficient Brain Tumor Segmentation Using a Dual-Decoder 3D U-Net with Attention Gates (DDUNet) Mohammad Mahdi Danesh Pajouh 56 0 0 14 Apr 2025
Reduction of Supervision for Biomedical Knowledge Discovery Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 48 0 0 13 Apr 2025
crowd-hpo: Realistic Hyperparameter Optimization and Benchmarking for Learning from Crowds with Noisy Labels M. Herde Lukas Lührs Denis Huseljic Bernhard Sick 81 0 0 12 Apr 2025