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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
Quaternion Convolutional Neural Networks: Current Advances and Future Directions Gerardo Altamirano-Gomez C. Gershenson 106 5 0 17 Jul 2023
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Cumulative Spatial Knowledge Distillation for Vision Transformers Borui Zhao Renjie Song Jiajun Liang 69 15 0 17 Jul 2023
Domain Adaptation using Silver Standard Masks for Lateral Ventricle Segmentation in FLAIR MRI Owen Crystal P. Maralani S. Black A. Moody A. Khademi 30 4 0 17 Jul 2023
FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow Jihyun Lee Junbong Jang Donghwan Kim Minhyuk Sung Tae-Kyun Kim 3DH 97 5 0 16 Jul 2023
Generalizable Embeddings with Cross-batch Metric Learning Y. Z. Gürbüz A. Aydin Alatan FedML 85 2 0 14 Jul 2023
QontSum: On Contrasting Salient Content for Query-focused Summarization Sajad Sotudeh Nazli Goharian 73 3 0 14 Jul 2023
Reinforcement Learning for Photonic Component Design Donald Witt Jeff Young L. Chrostowski 55 7 0 14 Jul 2023
Gloss Attention for Gloss-free Sign Language Translation Aoxiong Yin Tianyun Zhong Lilian H. Y. Tang Weike Jin Tao Jin Zhou Zhao SLR 82 43 0 14 Jul 2023
Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions Leo Klarner Tim G. J. Rudner M. Reutlinger Torsten Schindler Garrett M. Morris Charlotte M. Deane Yee Whye Teh OOD BDL 55 10 0 14 Jul 2023
Self-regulating Prompts: Foundational Model Adaptation without Forgetting Muhammad Uzair Khattak Syed Talal Wasim Muzammal Naseer Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan VLM 93 189 0 13 Jul 2023
On the ability of CNNs to extract color invariant intensity based features for image classification Pradyumna Elavarthi James Lee Anca L. Ralescu 33 2 0 13 Jul 2023
A Bayesian approach to quantifying uncertainties and improving generalizability in traffic prediction models Agnimitra Sengupta Sudeepta Mondal A. Das S. I. Guler BDL UQCV 58 13 0 12 Jul 2023
Single Domain Generalization via Normalised Cross-correlation Based Convolutions Weiqin Chuah Ruwan Tennakoon R. Hoseinnezhad David Suter A. Bab-Hadiashar OOD 84 3 0 12 Jul 2023
PID-Inspired Inductive Biases for Deep Reinforcement Learning in Partially Observable Control Tasks I. Char J. Schneider 77 4 0 12 Jul 2023
tdCoxSNN: Time-Dependent Cox Survival Neural Network for Continuous-time Dynamic Prediction Lang Zeng Jipeng Zhang Wei Chen Ying Ding 40 2 0 12 Jul 2023
Memorization Through the Lens of Curvature of Loss Function Around Samples Isha Garg Deepak Ravikumar Kaushik Roy TDI 95 13 0 11 Jul 2023
SnakeSynth: New Interactions for Generative Audio Synthesis Eric Easthope 64 0 0 11 Jul 2023
Automated Artifact Detection in Ultra-widefield Fundus Photography of Patients with Sickle Cell Disease Anqi Feng Dimitrik Johnson Grace R. Reilly Loka Thangamathesvaran Ann Nampomba Mathias Unberath A. Scott Craig Jones 8 0 0 11 Jul 2023
Leveraging Variational Autoencoders for Parameterized MMSE Estimation Michael Baur B. Fesl Wolfgang Utschick 74 10 0 11 Jul 2023
Predicting small molecules solubilities on endpoint devices using deep ensemble neural networks Mayk Caldas Ramos Andrew D. White 44 1 0 11 Jul 2023
Writer adaptation for offline text recognition: An exploration of neural network-based methods Tobias van der Werff Maruf A. Dhali Lambert Schomaker 90 1 0 11 Jul 2023
Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos Sagnik Majumder Ziad Al-Halah Kristen Grauman SSL EgoV 106 4 0 10 Jul 2023
LINFA: a Python library for variational inference with normalizing flow and annealing Yu Wang Emma R. Cobian Jubilee Lee Fang Liu J. Hauenstein Daniele E. Schiavazzi BDL AI4CE 82 0 0 10 Jul 2023
Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology Guillaume Vray Devavrat Tomar Jean-Philippe Thiran Behzad Bozorgtabar MedIm 76 1 0 10 Jul 2023
Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification Haixing Dai Lu Zhang Lin Zhao Zihao Wu Zheng Liu ... Yanjun Lyu Changying Li Ninghao Liu Tianming Liu Dajiang Zhu 104 7 0 10 Jul 2023
Learning to Group Auxiliary Datasets for Molecule Ting Huang Ziniu Hu Rex Ying 61 0 0 08 Jul 2023
Optimization-based Learning for Dynamic Load Planning in Trucking Service Networks Ritesh Ojha Wenbo Chen Hanyu Zhang Reem Khir A. Erera Pascal Van Hentenryck 106 2 0 08 Jul 2023
Meta-Policy Learning over Plan Ensembles for Robust Articulated Object Manipulation Constantinos Chamzas Caelan Reed Garrett Balakumar Sundaralingam Lydia E. Kavraki Dieter Fox 37 1 0 08 Jul 2023
Robust Learning-Based Incipient Slip Detection using the PapillArray Optical Tactile Sensor for Improved Robotic Gripping Qiang-qiang Wang Pablo Martinez Ulloa R. Burke David Córdova Bulens S. Redmond 66 6 0 08 Jul 2023
FTFDNet: Learning to Detect Talking Face Video Manipulation with Tri-Modality Interaction Gang Wang Peng Zhang Jun Xiong Fei Yang Wei Huang Yufei Zha CVBM 73 1 0 08 Jul 2023
Robot Motion Prediction by Channel State Information Rojin Zandi Hojjat Salehinejad Kian Behzad Elaheh Motamedi Milad Siami 90 9 0 07 Jul 2023
Fooling Contrastive Language-Image Pre-trained Models with CLIPMasterPrints Matthias Anton Freiberger Peter Kun Christian Igel A. Løvlie S. Risi VLM AAML 110 2 0 07 Jul 2023
Neural Network Field Theories: Non-Gaussianity, Actions, and Locality M. Demirtaş James Halverson Anindita Maiti M. Schwartz Keegan Stoner AI4CE 75 10 0 06 Jul 2023
Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Yongcan Yu Lijun Sheng Ran He Jian Liang OOD VLM TTA 62 15 0 06 Jul 2023
Multivariate Time Series Classification: A Deep Learning Approach Mohamed E Abouelnaga Julien Vitay Aida Farahani AI4TS 19 1 0 05 Jul 2023
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images Pen Tang Yang Nan Tobias Lasser 39 0 0 04 Jul 2023
Learning Discrete Weights and Activations Using the Local Reparameterization Trick G. Berger Aviv Navon Ethan Fetaya MQ 53 0 0 04 Jul 2023
EffSeg: Efficient Fine-Grained Instance Segmentation using Structure-Preserving Sparsity Cédric Picron Tinne Tuytelaars ISeg 62 0 0 04 Jul 2023
Relation-aware graph structure embedding with co-contrastive learning for drug-drug interaction prediction Mengying Jiang Guizhong Liu Biao Zhao Yuanchao Su Weiqiang Jin CML 95 7 0 04 Jul 2023
HODINet: High-Order Discrepant Interaction Network for RGB-D Salient Object Detection Kang Yi Jing Xu Xiao Jin Fu-Bin Guo Yanfeng Wu 63 1 0 03 Jul 2023
BehaveFormer: A Framework with Spatio-Temporal Dual Attention Transformers for IMU enhanced Keystroke Dynamics Dilshan Senerath Sanuja Tharinda M. Vishwajith Sanka Rasnayaka Sandareka Wickramanayake D. Meedeniya 61 10 0 03 Jul 2023
Structured Network Pruning by Measuring Filter-wise Interactions Wenting Tang Xingxing Wei Yue Liu 47 0 0 03 Jul 2023
A Proximal Algorithm for Network Slimming Kevin Bui Fanghui Xue Fredrick Park Y. Qi Jack Xin 3DPC 48 2 0 02 Jul 2023
CNN-BiLSTM model for English Handwriting Recognition: Comprehensive Evaluation on the IAM Dataset Firat Kizilirmak Berrin Yanikoglu 64 6 0 02 Jul 2023
ARHNet: Adaptive Region Harmonization for Lesion-aware Augmentation to Improve Segmentation Performance Jiayu Huo Yang Liu Xiaoyun Ouyang Alejandro Granados Sebastien Ourselin Rachel Sparks 87 4 0 02 Jul 2023
Data-Free Quantization via Mixed-Precision Compensation without Fine-Tuning Jun Chen Shipeng Bai Tianxin Huang Mengmeng Wang Guanzhong Tian Y. Liu MQ 112 19 0 02 Jul 2023
FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy Jianqing Zhang Yang Hua Hao Wang Tao Song Zhengui Xue Ruhui Ma Haibing Guan FedML 87 61 0 01 Jul 2023
Efficient Subclass Segmentation in Medical Images Linrui Dai Wenhui Lei Xiaofan Zhang 93 1 0 01 Jul 2023
Unsupervised Coordinate-Based Video Denoising M. Aiyetigbo Dineshchandar Ravichandran Reda Chalhoub Peter Kalivas Nianyi Li DiffM 60 1 0 01 Jul 2023