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 / 11,273 papers shown

Title
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 141 244 0 27 Mar 2023
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling Ryo Hachiuma Fumiaki Sato Taiki Sekii 3DPC 75 39 0 27 Mar 2023
Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton Features Fumiaki Sato Ryo Hachiuma Taiki Sekii 71 22 0 27 Mar 2023
Contrastive Learning Is Spectral Clustering On Similarity Graph Zhi-Hao Tan Yifan Zhang Jingqin Yang Yang Yuan SSL 128 19 0 27 Mar 2023
Architecturing Binarized Neural Networks for Traffic Sign Recognition Andreea Postovan Madalina Erascu 43 4 0 27 Mar 2023
Knowledge Enhanced Graph Neural Networks for Graph Completion Luisa Werner Nabil Layaïda P. Genevès Sarah Chlyah 98 3 0 27 Mar 2023
Galaxy Classification Using Transfer Learning and Ensemble of CNNs With Multiple Colour Spaces Yevonnael Andrew 75 1 0 26 Mar 2023
Object-Centric Relational Representations for Image Generation L. Butera Andrea Cini Alberto Ferrante Cesare Alippi OCL DiffM 77 0 0 26 Mar 2023
Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images Bowei Du Yecheng Huang Jiaxin Chen Di Huang 81 73 0 25 Mar 2023
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Xueye Zheng Jinjing Zhu Yexin Liu Zidong Cao Chong Fu Lin Wang MDE 83 39 0 25 Mar 2023
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan ViT 115 168 0 24 Mar 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Tobias Kalb Jürgen Beyerer CLL 74 5 0 24 Mar 2023
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck Jongheon Jeong Sihyun Yu Hankook Lee Jinwoo Shin AAML 80 0 0 24 Mar 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 66 6 0 24 Mar 2023
Robust Test-Time Adaptation in Dynamic Scenarios Longhui Yuan Binhui Xie Shuangliang Li TTA 103 126 0 24 Mar 2023
Regularization of polynomial networks for image recognition Grigorios G. Chrysos Bohan Wang Jiankang Deng Volkan Cevher 75 12 0 24 Mar 2023
Effective black box adversarial attack with handcrafted kernels P. Dvorácek P. Hurtík Petra Stevuliáková AAML 68 0 0 24 Mar 2023
GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images Jianchuan Chen Wen Yi Liqian Ma Xu Jia Huchuan Lu 3DH 65 23 0 24 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 103 2 0 23 Mar 2023
Decentralized Adversarial Training over Graphs Ying Cao Elsa Rizk Stefan Vlaski Ali H. Sayed AAML 174 1 0 23 Mar 2023
OcTr: Octree-based Transformer for 3D Object Detection Chao Zhou Yanan Zhang Jiaxin Chen Di Huang 3DPC ViT 94 47 0 22 Mar 2023
An Empirical Analysis of the Shift and Scale Parameters in BatchNorm Y. Peerthum Mark Stamp 138 6 0 22 Mar 2023
Text with Knowledge Graph Augmented Transformer for Video Captioning Xin Gu G. Chen Yufei Wang Libo Zhang Tiejian Luo Longyin Wen 123 51 0 22 Mar 2023
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding Borui Cai Yong Xiang Longxiang Gao Di Wu Heng Zhang Jiongdao Jin Tom H. Luan 77 2 0 22 Mar 2023
VecFontSDF: Learning to Reconstruct and Synthesize High-quality Vector Fonts via Signed Distance Functions Zeqing Xia Bojun Xiong Zheng Lian 3DV 170 8 0 22 Mar 2023
Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset Thanh-Dung Le P. Jouvet R. Noumeir MoE MedIm 144 5 0 22 Mar 2023
CurveCloudNet: Processing Point Clouds with 1D Structure Jiahui Lei Davis Rempe Jiateng Liu Alex Fu Sebastien Mascha Jeong Joon Park Despoina Paschalidou Leonidas Guibas 3DPC 103 1 0 21 Mar 2023
Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion Haisong Liu Tao Lu Yihui Xu Jia-Wei Liu Limin Wang 109 11 0 21 Mar 2023
Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective Yuexiao Ma Huixia Li Xiawu Zheng Xuefeng Xiao Rui Wang Shilei Wen Xin Pan Yong Li Rongrong Ji MQ 71 12 0 21 Mar 2023
Better Understanding Differences in Attribution Methods via Systematic Evaluations Sukrut Rao Moritz D Boehle Bernt Schiele XAI 98 4 0 21 Mar 2023
Protective Self-Adaptive Pruning to Better Compress DNNs Liang Li Pengfei Zhao AAML 57 0 0 21 Mar 2023
The Treasure Beneath Multiple Annotations: An Uncertainty-aware Edge Detector Caixia Zhou Yaping Huang Mengyang Pu Q. Guan Li Huang Haibin Ling UQCV 86 37 0 21 Mar 2023
Convergence of variational Monte Carlo simulation and scale-invariant pre-training Nilin Abrahamsen Zhiyan Ding Gil Goldshlager Lin Lin DRL 76 2 0 21 Mar 2023
Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations Wenqian Chen P. Stinis OOD AI4CE 92 7 0 21 Mar 2023
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency Vithursan Thangarasa Shreyas Saxena Abhay Gupta Sean Lie 119 5 0 21 Mar 2023
AI-in-the-Loop -- The impact of HMI in AI-based Application Julius Schöning C. Westerkamp 48 4 0 21 Mar 2023
Unit Scaling: Out-of-the-Box Low-Precision Training Charlie Blake Douglas Orr Carlo Luschi MQ 85 7 0 20 Mar 2023
Parameter-Free Channel Attention for Image Classification and Super-Resolution Yuxuan Shi Lingxiao Yang Wangpeng An Xiantong Zhen Liuqing Wang SupR 49 2 0 20 Mar 2023
From Sparse to Precise: A Practical Editing Approach for Intracardiac Echocardiography Segmentation Ahmed H. Shahin Yan Zhuang N. El-Zehiry 54 1 0 20 Mar 2023
Feature Alignment and Uniformity for Test Time Adaptation Shuai Wang Daoan Zhang Zipei Yan Jiang Zhang Ruizhen Li TTA OOD 90 47 0 20 Mar 2023
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training Yongyi Su Xun Xu Tianrui Li Kui Jia OOD TTA 71 17 0 20 Mar 2023
A Comprehensive Review of Spiking Neural Networks: Interpretation, Optimization, Efficiency, and Best Practices Kai Malcolm Josue Casco-Rodriguez 84 16 0 19 Mar 2023
RN-Net: Reservoir Nodes-Enabled Neuromorphic Vision Sensing Network Sangmin Yoo Eric Lee Ziyu Wang Xinxin Wang Wei D. Lu 88 7 0 19 Mar 2023
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis Sergey Sinitsa Ohad Fried 60 17 0 19 Mar 2023
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios Bruno Casella Roberto Esposito A. Sciarappa C. Cavazzoni Marco Aldinucci FedML 53 16 0 19 Mar 2023
Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations Alexandros Doumanoglou S. Asteriadis D. Zarpalas SSL FAtt 41 4 0 19 Mar 2023
MoRF: Mobile Realistic Fullbody Avatars from a Monocular Video Renat Bashirov A. Larionov E. Ustinova Mikhail Sidorenko D. Svitov Ilya Zakharkin Victor Lempitsky 3DH 90 3 0 17 Mar 2023
Leaping Into Memories: Space-Time Deep Feature Synthesis Alexandros Stergiou Nikos Deligiannis 55 0 0 17 Mar 2023
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation Devavrat Tomar Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran TTA 134 34 0 17 Mar 2023
Rethinking White-Box Watermarks on Deep Learning Models under Neural Structural Obfuscation Yifan Yan Xudong Pan Mi Zhang Min Yang AAML 153 17 0 17 Mar 2023