v1v2v3 (latest)

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

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

ArXiv (abs)PDF HTML

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

50 / 11,209 papers shown

Title
Momentum-SAM: Sharpness Aware Minimization without Computational Overhead Marlon Becker Frederick Altrock Benjamin Risse 157 6 0 22 Jan 2024
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space Xuechen Liu Md. Sahidullah K. Lee Tomi Kinnunen AAML 135 9 0 20 Jan 2024
Document Set Expansion with Positive-Unlabeled Learning: A Density Estimation-based Approach Haiyang Zhang Qiuyi Chen Yuanjie Zou Yushan Pan Jia Wang Mark Stevenson 61 0 0 20 Jan 2024
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition Ju Lin Niko Moritz Yiteng Huang Ruiming Xie Ming Sun Christian Fuegen Frank Seide 85 7 0 18 Jan 2024
Keeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting Hao Li Gopi Krishnan Rajbahadur Dayi Lin Cor-Paul Bezemer Zhen Ming Jiang Jiang 79 30 0 18 Jan 2024
ContextMix: A context-aware data augmentation method for industrial visual inspection systems Hyungmin Kim Donghun Kim Pyunghwan Ahn Sungho Suh Hansang Cho Junmo Kim 67 2 0 18 Jan 2024
Enabling On-device Continual Learning with Binary Neural Networks Lorenzo Vorabbi Davide Maltoni Guido Borghi Stefano Santi MQ 109 6 0 18 Jan 2024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization Guanglin Zhou Zhongyi Han Shiming Chen Erdun Gao Liming Zhu Tongliang Liu Lina Yao Kun Zhang 96 3 0 18 Jan 2024
Hybrid of DiffStride and Spectral Pooling in Convolutional Neural Networks Sulthan Rafif Mochamad Arfan Ravy Wahyu Pratama Mohammad Faris Azhar Ahmad Mustafidul Ibad L. Muflikhah N. Yudistira 61 0 0 17 Jan 2024
Efficient generative adversarial networks using linear additive-attention Transformers Emilio Morales-Juarez Gibran Fuentes Pineda 88 3 0 17 Jan 2024
MambaTab: A Plug-and-Play Model for Learning Tabular Data Md Atik Ahamed Qiang Cheng Mamba LMTD 83 13 0 16 Jan 2024
DiConStruct: Causal Concept-based Explanations through Black-Box Distillation Ricardo Moreira Jacopo Bono Mário Cardoso Pedro Saleiro Mário A. T. Figueiredo P. Bizarro CML 117 5 0 16 Jan 2024
GD doesn't make the cut: Three ways that non-differentiability affects neural network training Siddharth Krishna Kumar AAML 81 3 0 16 Jan 2024
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation Devavrat Tomar Guillaume Vray Jean-Philippe Thiran Behzad Bozorgtabar 81 5 0 16 Jan 2024
EEG-based Cognitive Load Estimation of Acoustic Parameters for Data Sonification Gulshan Sharma Surbhi Madan Maneesh Bilalpur Abhinav Dhall Subramanian Ramanathan 49 2 0 16 Jan 2024
Inpainting Normal Maps for Lightstage data Hancheng Zuo Bernard Tiddeman GAN 37 1 0 16 Jan 2024
BanglaNet: Bangla Handwritten Character Recognition using Ensembling of Convolutional Neural Network Chandrika Saha Md. Mostafijur Rahman 35 1 0 16 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 163 1 0 15 Jan 2024
Input Convex Lipschitz RNN: A Fast and Robust Approach for Engineering Tasks Zihao Wang Zhe Wu 128 3 0 15 Jan 2024
MapNeXt: Revisiting Training and Scaling Practices for Online Vectorized HD Map Construction Toyota Li 67 6 0 14 Jan 2024
Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images Sayed Amir Mousavi Mobarakeh K. Kazemi A. Aarabi H. Danyali 62 2 0 13 Jan 2024
CLIP-Guided Source-Free Object Detection in Aerial Images Nanqing Liu Xun Xu Yongyi Su Chengxin Liu Peiliang Gong Heng-Chao Li ObjD 78 4 0 10 Jan 2024
DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis Mostafa EL HABIB DAHO Yi-Hsuan Li Rachid Zeghlache Hugo Le Boité Pierre Deman ... A. Couturier R. Tadayoni Pierre-Henri Conze M. Lamard G. Quellec 67 8 0 10 Jan 2024
Source-Free Cross-Modal Knowledge Transfer by Unleashing the Potential of Task-Irrelevant Data Jinjin Zhu Yucheng Chen Lin Wang 86 2 0 10 Jan 2024
LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage Control Saurav Agarwal Ramya Muthukrishnan W. Gosrich Vijay Kumar Alejandro Ribeiro 107 4 0 10 Jan 2024
An Automatic Cascaded Model for Hemorrhagic Stroke Segmentation and Hemorrhagic Volume Estimation Weijing Xu Z. Sha Huihua Yang Rongcai Jiang Zhanying Li Wentao Liu Ruisheng Su 29 0 0 09 Jan 2024
Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes Joshua Levin Randall Correll Takanori Ide Takafumi Suzuki Takaho Saito Alan Arai 48 0 0 08 Jan 2024
A foundation for exact binarized morphological neural networks T. Aouad Hugues Talbot 33 1 0 08 Jan 2024
Anatomy of Neural Language Models Majd Saleh Stéphane Paquelet MedIm 37 1 0 08 Jan 2024
Interpreting Adaptive Gradient Methods by Parameter Scaling for Learning-Rate-Free Optimization Min-Kook Suh Seung-Woo Seo ODL 67 0 0 06 Jan 2024
Plug-and-Play Transformer Modules for Test-Time Adaptation Xiangyu Chang Sk. Miraj Ahmed S. Krishnamurthy Başak Güler A. Swami Samet Oymak Amit K. Roy-Chowdhury 120 0 0 06 Jan 2024
SPFormer: Enhancing Vision Transformer with Superpixel Representation Jieru Mei Liang-Chieh Chen Alan Yuille Cihang Xie ViT MDE 83 4 0 05 Jan 2024
State Derivative Normalization for Continuous-Time Deep Neural Networks Jonas Weigand G. Beintema Jonas Ulmen Daniel Görges Roland Tóth Maarten Schoukens Martin Ruskowski AI4TS 25 1 0 05 Jan 2024
Two-stage Progressive Residual Dense Attention Network for Image Denoising Wencong Wu An Ge Guannan Lv Yuelong Xia Yungang Zhang Wen Xiong 89 1 0 05 Jan 2024
On the numerical reliability of nonsmooth autodiff: a MaxPool case study Ryan Boustany 88 1 0 05 Jan 2024
A Survey Analyzing Generalization in Deep Reinforcement Learning Ezgi Korkmaz OffRL 70 3 0 04 Jan 2024
Distillation-based fabric anomaly detection Simon Thomine H. Snoussi 91 13 0 04 Jan 2024
On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning Robin Zbinden Nina Van Tiel B. Kellenberger L. Hughes D. Tuia 82 11 0 03 Jan 2024
Answering from Sure to Uncertain: Uncertainty-Aware Curriculum Learning for Video Question Answering Haopeng Li Qiuhong Ke Mingming Gong Tom Drummond 90 1 0 03 Jan 2024
Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images Subin Sahayam Umarani Jayaraman 65 1 0 02 Jan 2024
Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems M. Seiler P. Kerschke Heike Trautmann 60 7 0 02 Jan 2024
Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition Ruizhuo Xu K. Wang Chao Deng Mei Wang Xiangshan Chen Wenhui Huang Junlan Feng Weihong Deng 3DH 78 16 0 01 Jan 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Li Ren Chen Chen Liqiang Wang Kien Hua 108 8 0 01 Jan 2024
Distance Guided Generative Adversarial Network for Explainable Binary Classifications Xiangyu Xiong Yue Sun Xiaohong Liu Wei Ke C. Lam ... Hui Xie Tong Tong Qinquan Gao Haoming Chen Tao Tan GAN 53 0 0 29 Dec 2023
Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians Rainer Engelken 84 6 0 28 Dec 2023
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation Zhengze Xu Dongyue Wu Changqian Yu Xiangxiang Chu Nong Sang Changxin Gao ViT 112 61 0 28 Dec 2023
Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation Jiacheng Ruan Jingsheng Gao Mingye Xie Suncheng Xiang 62 2 0 28 Dec 2023
MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices Xiangxiang Chu Limeng Qiao Xinyang Lin Shuang Xu Yang Yang ... Fei Wei Xinyu Zhang Bo Zhang Xiaolin Wei Chunhua Shen MLLM 133 44 0 28 Dec 2023
SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads Alind Khare Dhruv Garg Sukrit Kalra Snigdha Grandhi Ion Stoica Alexey Tumanov 67 3 0 27 Dec 2023
Stateful Conformer with Cache-based Inference for Streaming Automatic Speech Recognition Vahid Noroozi Somshubra Majumdar Ankur Kumar Jagadeesh Balam Boris Ginsburg 86 14 0 27 Dec 2023