Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

50 / 7,098 papers shown

Title
Efficient Visualization of Neural Networks with Generative Models and Adversarial Perturbations Athanasios Karagounis AAML 26 0 0 20 Sep 2024
Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities Chengkun Sun Jinqian Pan Juoli Jin Russell Stevens Terry Jiang Bian Jie Xu 22 0 0 20 Sep 2024
EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis Shaojie Li Zhaoshuo Diao 29 0 0 18 Sep 2024
Constraint Guided AutoEncoders for Joint Optimization of Condition Indicator Estimation and Anomaly Detection in Machine Condition Monitoring Maarten Meire Quinten Van Baelen Ted Ooijevaar P. Karsmakers CML 16 0 0 18 Sep 2024
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers Zixuan Fu Lanqing Guo Chong Wang Yufei Wang Zhihao Li Bihan Wen 31 1 0 17 Sep 2024
Multi-frequency Electrical Impedance Tomography Reconstruction with Multi-Branch Attention Image Prior Hao Fang Zhe Liu Yi Feng Zhen Qiu Pierre Bagnaninchi Yunjie Yang 28 1 0 17 Sep 2024
Relative Representations: Topological and Geometric Perspectives Alejandro García-Castellanos Giovanni Luca Marchetti Danica Kragic Martina Scolamiero 50 0 0 17 Sep 2024
Deep-Wide Learning Assistance for Insect Pest Classification Toan Nguyen Huy Nguyen Huy Ung Hieu T. Ung Binh T. Nguyen 32 0 0 16 Sep 2024
Uncovering the Mechanism of Hepatotoxiciy of PFAS Targeting L-FABP Using GCN and Computational Modeling Lucas Jividen Tibo Duran Xi-Zhi Niu Jun Bai 11 0 0 16 Sep 2024
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT Ryota Komatsu Takahiro Shinozaki SSL 39 1 0 16 Sep 2024
Convergence of Sharpness-Aware Minimization Algorithms using Increasing Batch Size and Decaying Learning Rate Hinata Harada Hideaki Iiduka 33 1 0 16 Sep 2024
Scaling Continuous Kernels with Sparse Fourier Domain Learning Clayton A. Harper Luke Wood Peter Gerstoft Eric C. Larson 31 0 0 15 Sep 2024
DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation Shahriar Rifat Jonathan D. Ashdown Francesco Restuccia TTA 26 0 0 15 Sep 2024
Integrating Audio Narrations to Strengthen Domain Generalization in Multimodal First-Person Action Recognition Cagri Gungor Adriana Kovashka EgoV 36 0 0 15 Sep 2024
Open-World Test-Time Training: Self-Training with Contrast Learning Houcheng Su Mengzhu Wang Jiao Li Bingli Wang Daixian Liu Zeheng Wang VLM 26 0 0 15 Sep 2024
Generalization Boosted Adapter for Open-Vocabulary Segmentation Wenhao Xu Changwei Wang Xuxiang Feng Rongtao Xu Longzhao Huang Zherui Zhang Li Guo Shibiao Xu VLM 34 2 0 13 Sep 2024
Efficient Sparse Coding with the Adaptive Locally Competitive Algorithm for Speech Classification Soufiyan Bahadi É. Plourde Jean Rouat 36 1 0 12 Sep 2024
FedHide: Federated Learning by Hiding in the Neighbors Hyunsin Park Sungrack Yun FedML 34 0 0 12 Sep 2024
Y-Drop: A Conductance based Dropout for fully connected layers Efthymios Georgiou Georgios Paraskevopoulos Alexandros Potamianos 13 0 0 11 Sep 2024
Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection Xinyuan Qian Xianghu Yue Jun Wang Huiping Zhuang Haizhou Li 24 1 0 11 Sep 2024
Mixture of Scope Experts at Test: Generalizing Deeper Graph Neural Networks with Shallow Variants Gangda Deng Hongkuan Zhou Rajgopal Kannan Viktor Prasanna 38 0 0 11 Sep 2024
HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs Umair Qudus Michael Roeder Muhammad Saleem A. N. Ngomo 22 6 0 10 Sep 2024
Attention-Based Beamformer For Multi-Channel Speech Enhancement Jinglin Bai Hao Li Xueliang Zhang Fei Chen 25 0 0 10 Sep 2024
Symmetry Breaking in Neural Network Optimization: Insights from Input Dimension Expansion Jun-Jie Zhang Nan Cheng Fu-Peng Li Xiu-Cheng Wang Jian-Nan Chen Long-Gang Pang Deyu Meng 46 0 0 10 Sep 2024
DACAT: Dual-stream Adaptive Clip-aware Time Modeling for Robust Online Surgical Phase Recognition Kaixiang Yang Qiang Li Zhiwei Wang 42 2 0 10 Sep 2024
Boosting CNN-based Handwriting Recognition Systems with Learnable Relaxation Labeling S. Ferro Alessandro Torcinovich Arianna Traviglia Marcello Pelillo 36 0 0 09 Sep 2024
LEROjD: Lidar Extended Radar-Only Object Detection Patrick Palmer Martin Krüger Stefan Schutte R. Altendorfer Ganesh Adam Torsten Bertram 45 0 0 09 Sep 2024
BrainDecoder: Style-Based Visual Decoding of EEG Signals Minsuk Choi Hiroshi Ishikawa 25 0 0 09 Sep 2024
Efficient Training of Transformers for Molecule Property Prediction on Small-scale Datasets Shivesh Prakash 33 0 0 07 Sep 2024
Adaptative Context Normalization: A Boost for Deep Learning in Image Processing Bilal Faye Hanane Azzag M. Lebbah D. Bouchaffra OOD 39 0 0 07 Sep 2024
Unsupervised Adaptive Normalization Bilal Faye Hanane Azzag M. Lebbah Fangchen Fang 34 0 0 07 Sep 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation Björn Michele Alexandre Boulch Tuan-Hung Vu Gilles Puy Renaud Marlet Nicolas Courty TTA 39 0 0 06 Sep 2024
You can remove GPT2's LayerNorm by fine-tuning Stefan Heimersheim AI4CE 14 3 0 06 Sep 2024
Learning to Learn Transferable Generative Attack for Person Re-Identification Yuan Bian Min Liu Xueping Wang Yunfeng Ma Yaonan Wang AAML OOD 68 1 0 06 Sep 2024
WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking Carl De Sousa Trias Mihai P. Mitrea Attilio Fiandrotti Marco Cagnazzo Sumanta Chaudhuri Enzo Tartaglione AAML 38 1 0 05 Sep 2024
CALM: Cognitive Assessment using Light-insensitive Model Akhil Meethal Anita Paas Nerea Urrestilla Anguiozar David St-Onge 22 0 0 05 Sep 2024
Ground-roll Separation From Land Seismic Records Based on Convolutional Neural Network Zhuang Jia Wenkai Lu Meng Zhang Yongkang Miao 44 0 0 05 Sep 2024
TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces Bernardo Biesseck Pedro Vidal Luiz Coelho Roger Granada David Menotti\| DiffM 29 1 0 05 Sep 2024
Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks Akshay Jain S. Dubey Satish Kumar Singh KC Santosh B. B. Chaudhuri AAML 26 0 0 05 Sep 2024
Weight Conditioning for Smooth Optimization of Neural Networks Hemanth Saratchandran Thomas X. Wang Simon Lucey 46 1 0 05 Sep 2024
Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem Qiwen Zhu Yanjie Wang Shilv Cai Liqun Chen Jiahuan Zhou Luxin Yan Sheng Zhong Xu Zou 39 3 0 05 Sep 2024
Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images Mazen Soufi Y. Otake Makoto Iwasa Keisuke Uemura Tomoki Hakotani ... Suzushi Kusano Masaki Takao S. Okada Nobuhiko Sugano Yoshinobu Sato 46 1 0 04 Sep 2024
A Multimodal Object-level Contrast Learning Method for Cancer Survival Risk Prediction Zekang Yang Hong Liu Xiangdong Wang 26 0 0 03 Sep 2024
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation Hamza Farooq Zuhair Zafar Ahsan Saadat Tariq M Khan Shahzaib Iqbal Imran Razzak 56 3 0 03 Sep 2024
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions Taorong Liu Jing Xiao Liang Liao Chia-Wen Lin 31 0 0 02 Sep 2024
Interpretable Convolutional SyncNet Sungjoon Park Jaesub Yun Donggeon Lee Minsik Park 62 0 0 02 Sep 2024
Automatic Grouping of Redundant Sensors and Actuators Using Functional and Spatial Connections: Application to Muscle Grouping for Musculoskeletal Humanoids Kento Kawaharazuka Manabu Nishiura Yuya Koga Yusuke Omura Yasunori Toshimitsu Yuki Asano Kei Okada Koji Kawasaki Masayuki Inaba 30 0 0 01 Sep 2024
Flight Delay Prediction using Hybrid Machine Learning Approach: A Case Study of Major Airlines in the United States R. Jha Shashi Bhushan Jha V. Pandey Radu F. Babiceanu AIFin 16 1 0 01 Sep 2024
Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations Ahmed Hammam B. K. Sreedhar Nura Kawa Tim Patzelt Oliver De Candido 33 0 0 30 Aug 2024
From Semantics to Hierarchy: A Hybrid Euclidean-Tangent-Hyperbolic Space Model for Temporal Knowledge Graph Reasoning Siling Feng Zhisheng Qi Cong Lin 29 0 0 30 Aug 2024