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 / 11,337 papers shown

Title
SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater Robots M. Islam R. Wang Junaed Sattar 78 47 0 12 Nov 2020
VCE: Variational Convertor-Encoder for One-Shot Generalization Chengshuai Li Shuai Han Jianping Xing ViT DRL 28 0 0 12 Nov 2020
Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval Kazuma Kobayashi Ryuichiro Hataya Y. Kurose Tatsuya Harada Ryuji Hamamoto MedIm 68 15 0 12 Nov 2020
Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement Learning D. Shim H. J. Kim VLM 36 4 0 12 Nov 2020
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing Zhenzhi Wu Hehui Zhang Yihan Lin Guoqi Li Meng Wang Ye Tang AI4TS 78 109 0 12 Nov 2020
Transformers for One-Shot Visual Imitation Sudeep Dasari Abhinav Gupta LM&Ro 108 95 0 11 Nov 2020
Skin disease diagnosis with deep learning: a review Hongfeng Li Yini Pan Jie Zhao Li Zhang 60 109 0 11 Nov 2020
Uses and Abuses of the Cross-Entropy Loss: Case Studies in Modern Deep Learning E. Gordon-Rodríguez Gabriel Loaiza-Ganem Geoff Pleiss John P. Cunningham OOD UQCV 80 61 0 10 Nov 2020
SeqMobile: A Sequence Based Efficient Android Malware Detection System Using RNN on Mobile Devices Ruitao Feng Jing Qiang Lim Sen Chen Shang-Wei Lin Yang Liu 132 16 0 10 Nov 2020
Multi-pooled Inception features for no-reference image quality assessment D. Varga 50 41 0 10 Nov 2020
Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video Bo Li Sam Leroux Pieter Simoens 73 35 0 10 Nov 2020
Deep Multimodal Fusion by Channel Exchanging Yikai Wang Wenbing Huang Gang Hua Tingyang Xu Yu Rong Junzhou Huang 87 246 0 10 Nov 2020
A low latency ASR-free end to end spoken language understanding system Mohamed Mhiri Samuel Myer Vikrant Singh Tomar 69 8 0 10 Nov 2020
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning H. Alshazly C. Linse Erhardt Barth T. Martinetz 85 162 0 09 Nov 2020
MinkLoc3D: Point Cloud Based Large-Scale Place Recognition J. Komorowski 3DPC 115 189 0 09 Nov 2020
Nanopore Base Calling on the Edge Peter Perešíni V. Boža Broňa Brejová T. Vinař 108 40 0 09 Nov 2020
Enhanced Few-shot Learning for Intrusion Detection in Railway Video Surveillance Xiao Gong Xi Chen Wei Chen 100 28 0 09 Nov 2020
PAMS: Quantized Super-Resolution via Parameterized Max Scale Huixia Li Chenqian Yan Shaohui Lin Xiawu Zheng Yuchao Li Baochang Zhang Fan Yang Rongrong Ji MQ 76 86 0 09 Nov 2020
Localising In Complex Scenes Using Balanced Adversarial Adaptation Gil Avraham Yan Zuo Tom Drummond 42 0 0 09 Nov 2020
Frequency Gating: Improved Convolutional Neural Networks for Speech Enhancement in the Time-Frequency Domain Koen Oostermeijer Qing Wang Jun Du 91 3 0 08 Nov 2020
Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing Mengran Liu Weiwei Fang Xiaodong Ma Wenyuan Xu N. Xiong Qiankun Li AAML 100 21 0 08 Nov 2020
Depthwise Multiception Convolution for Reducing Network Parameters without Sacrificing Accuracy Guoqing Bao M. Graeber Xiuying Wang 75 5 0 07 Nov 2020
Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data Cole Miles A. Bohrdt Ruihan Wu C. Chiu Muqing Xu G. Ji M. Greiner Kilian Q. Weinberger E. Demler Eun-Ah Kim 89 44 0 06 Nov 2020
A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods Zhaoming Kong Xiaowei Yang Lifang He 72 10 0 06 Nov 2020
Parametric Flatten-T Swish: An Adaptive Non-linear Activation Function For Deep Learning Hock Hung Chieng Noorhaniza Wahid P. Ong 71 6 0 06 Nov 2020
Data Augmentation via Structured Adversarial Perturbations Calvin Luo H. Mobahi Samy Bengio AAML 58 5 0 05 Nov 2020
Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks David Peer Sebastian Stabinger A. Rodríguez-Sánchez 26 6 0 05 Nov 2020
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples Paul Primus Verena Haunschmid Patrick Praher Gerhard Widmer 108 29 0 05 Nov 2020
Predictive Process Model Monitoring using Recurrent Neural Networks Johannes De Smedt Jochen De Weerdt 51 0 0 05 Nov 2020
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation Zhenxing Zhang Lambert Schomaker GAN 67 35 0 05 Nov 2020
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding Mike Roberts Jason Ramapuram Anurag Ranjan Atulit Kumar Miguel Angel Bautista Nathan Paczan Russ Webb Joshua M. Susskind 215 393 0 04 Nov 2020
A Follow-the-Leader Strategy using Hierarchical Deep Neural Networks with Grouped Convolutions J. Solomon F. Charette 34 1 0 04 Nov 2020
Toward Force Estimation in Robot-Assisted Surgery using Deep Learning with Vision and Robot State Z. Chua A. Jarc Allison M. Okamura OOD 66 39 0 04 Nov 2020
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds Yara Ali Alnaggar Mohamed Afifi K. Amer Mohamed ElHelw 3DPC 83 44 0 03 Nov 2020
Generalization to New Actions in Reinforcement Learning Ayush Jain Andrew Szot Joseph J. Lim AI4CE 94 35 0 03 Nov 2020
Similarity-Based Clustering for Enhancing Image Classification Architectures Dishant Parikh 23 1 0 03 Nov 2020
Specialization in Hierarchical Learning Systems Heinke Hihn Daniel A. Braun 88 16 0 03 Nov 2020
Improved unsupervised physics-informed deep learning for intravoxel incoherent motion modeling and evaluation in pancreatic cancer patients Misha P. T. Kaandorp S. Barbieri R. Klaassen H. Laarhoven H. Crezee P. T. While A. Nederveen O. Gurney-Champion 63 78 0 03 Nov 2020
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge Lucas Fidon Sebastien Ourselin Tom Vercauteren OOD MedIm 76 43 0 03 Nov 2020
Instance based Generalization in Reinforcement Learning Martín Bertrán Natalia Martínez Mariano Phielipp Guillermo Sapiro OffRL 105 17 0 02 Nov 2020
COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning Simon Ging Mohammadreza Zolfaghari Hamed Pirsiavash Thomas Brox ViT CLIP 92 174 0 01 Nov 2020
Meta-Learning with Adaptive Hyperparameters Sungyong Baik Myungsub Choi Janghoon Choi Heewon Kim Kyoung Mu Lee 136 128 0 31 Oct 2020
Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification Shuman Peng Weilian Song Martin Ester 43 3 0 31 Oct 2020
Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution T. Henry Alexandre Carré Marvin Lerousseau Théo Estienne C. Robert Nikos Paragios Eric Deutsch 52 80 0 30 Oct 2020
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices Guangli Li Xiu Ma Xueying Wang Lei Liu Jingling Xue Xiaobing Feng 87 33 0 30 Oct 2020
A Greedy Algorithm for Quantizing Neural Networks Eric Lybrand Rayan Saab MQ 91 27 0 29 Oct 2020
Interpretable Representation Learning for Speech and Audio Signals Based on Relevance Weighting Purvi Agrawal Sriram Ganapathy 45 21 0 29 Oct 2020
Robust Raw Waveform Speech Recognition Using Relevance Weighted Representations Purvi Agrawal Sriram Ganapathy 23 2 0 29 Oct 2020
Passport-aware Normalization for Deep Model Protection Jie Zhang Dongdong Chen Jing Liao Weiming Zhang G. Hua Nenghai Yu AAML 76 72 0 29 Oct 2020
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li Zhuotun Zhu Yuyin Zhou Yingda Xia Wei Shen Elliot K. Fishman Alan Yuille MedIm 87 23 0 29 Oct 2020