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Identity Mappings in Deep Residual Networks

16 March 2016

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Papers citing "Identity Mappings in Deep Residual Networks"

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Title
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Mitigating Adversarial Effects Through Randomization Cihang Xie Jianyu Wang Zhishuai Zhang Zhou Ren Alan Yuille AAML 164 1,068 0 06 Nov 2017
Wasserstein Auto-Encoders Ilya O. Tolstikhin Olivier Bousquet Sylvain Gelly B. Schölkopf DRL 176 1,058 0 05 Nov 2017
One Model to Rule them all: Multitask and Multilingual Modelling for Lexical Analysis Johannes Bjerva 41 6 0 03 Nov 2017
TasNet: time-domain audio separation network for real-time, single-channel speech separation Yi Luo N. Mesgarani 104 633 0 01 Nov 2017
Learning One-hidden-layer Neural Networks with Landscape Design Rong Ge Jason D. Lee Tengyu Ma MLT 218 262 0 01 Nov 2017
Data, Depth, and Design: Learning Reliable Models for Skin Lesion Analysis Eduardo Valle Michel Fornaciali Afonso Menegola Julia Tavares F. Bittencourt Lin Tzy Li Sandra Avila 79 25 0 01 Nov 2017
Hierarchical Representations for Efficient Architecture Search Hanxiao Liu Karen Simonyan Oriol Vinyals Chrisantha Fernando Koray Kavukcuoglu 3DV 171 930 0 01 Nov 2017
Towards Effective Low-bitwidth Convolutional Neural Networks Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 98 233 0 01 Nov 2017
Deep word embeddings for visual speech recognition Themos Stafylakis Georgios Tzimiropoulos 63 19 0 30 Oct 2017
CrescendoNet: A Simple Deep Convolutional Neural Network with Ensemble Behavior Xiang Zhang Nishant Vishwamitra Hongxin Hu Feng Luo 35 2 0 30 Oct 2017
Open Set Logo Detection and Retrieval Andras Tüzkö C. Herrmann D. Manger Jürgen Beyerer 3DV VLM 78 51 0 30 Oct 2017
How deep learning works --The geometry of deep learning Xiao Dong Jiasong Wu Ling Zhou GNN 64 8 0 30 Oct 2017
Cascade Region Proposal and Global Context for Deep Object Detection Qiaoyong Zhong Chao Li Yingying Zhang Di Xie Shicai Yang Shiliang Pu ObjD 62 55 0 30 Oct 2017
A Bayesian Data Augmentation Approach for Learning Deep Models Toan M. Tran Trung T. Pham G. Carneiro L. Palmer Ian Reid 76 234 0 29 Oct 2017
Sample-level CNN Architectures for Music Auto-tagging Using Raw Waveforms Taejun Kim Jongpil Lee Juhan Nam 3DV 75 93 0 28 Oct 2017
Dual Skipping Networks Changmao Cheng Yanwei Fu Yu-Gang Jiang Wei Liu Wenlian Lu Jianfeng Feng Xiangyang Xue 46 1 0 28 Oct 2017
Multi-Task Learning by Deep Collaboration and Application in Facial Landmark Detection Ludovic Trottier Philippe Giguère B. Chaib-draa CVBM 72 13 0 28 Oct 2017
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations Yiping Lu Aoxiao Zhong Quanzheng Li Bin Dong 228 505 0 27 Oct 2017
Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network M. M. Thomas A. Forbes 3DV 53 25 0 26 Oct 2017
PDE-Net: Learning PDEs from Data Zichao Long Yiping Lu Xianzhong Ma Bin Dong DiffM AI4CE 119 761 0 26 Oct 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 323 9,831 0 25 Oct 2017
Human-in-the-loop Artificial Intelligence Fabio Massimo Zanzotto 88 269 0 23 Oct 2017
ActivityNet Challenge 2017 Summary Guohao Li Juan Carlos Niebles Cees G. M. Snoek Fabian Caba Heilbron Humam Alwassel Ranjay Krishna Victor Escorcia Kenji Hata S. Buch 110 48 0 22 Oct 2017
Spontaneous Symmetry Breaking in Neural Networks R. Fok Aijun An Xiaogang Wang 28 4 0 17 Oct 2017
Boosting Adversarial Attacks with Momentum Yinpeng Dong Fangzhou Liao Tianyu Pang Hang Su Jun Zhu Xiaolin Hu Jianguo Li AAML 112 85 0 17 Oct 2017
Searching for Activation Functions Prajit Ramachandran Barret Zoph Quoc V. Le 97 612 0 16 Oct 2017
Generalization in Deep Learning Kenji Kawaguchi L. Kaelbling Yoshua Bengio ODL 183 460 0 16 Oct 2017
Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization Hyeonwoo Noh Tackgeun You Jonghwan Mun Bohyung Han NoLa 73 201 0 14 Oct 2017
Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution Dwarikanath Mahapatra Behzad Bozorgtabar MedIm GAN 62 40 0 13 Oct 2017
Residual Connections Encourage Iterative Inference Stanislaw Jastrzebski Devansh Arpit Nicolas Ballas Vikas Verma Tong Che Yoshua Bengio 95 156 0 13 Oct 2017
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 192 1,811 0 10 Oct 2017
Energy-efficient Amortized Inference with Cascaded Deep Classifiers Jiaqi Guan Yang Liu Qiang Liu Jian-wei Peng 68 33 0 10 Oct 2017
Age Group and Gender Estimation in the Wild with Deep RoR Architecture Ke Zhang Ce Gao Liru Guo Miao Sun Xingfang Yuan T. Han Zhenbing Zhao Baogang Li CVBM 56 114 0 09 Oct 2017
Projection Based Weight Normalization for Deep Neural Networks Lei Huang Xianglong Liu B. Lang Yue Liu 65 18 0 06 Oct 2017
Efficient K-Shot Learning with Regularized Deep Networks Donghyun Yoo Haoqi Fan Vishnu Boddeti Kris Kitani 50 31 0 06 Oct 2017
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 99 775 0 04 Oct 2017
Monitoring tool usage in surgery videos using boosted convolutional and recurrent neural networks Hassan Al Hajj M. Lamard Pierre-Henri Conze B. Cochener G. Quellec 70 3 0 04 Oct 2017
Deep Competitive Pathway Networks Jia-Ren Chang Yonghao Chen 16 0 0 29 Sep 2017
Riemannian approach to batch normalization Minhyung Cho Jaehyung Lee 85 94 0 27 Sep 2017
Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification Igor Gitman Boris Ginsburg 59 65 0 24 Sep 2017
Semantic Segmentation from Limited Training Data Anton Milan Trung T. Pham B. V. Kumar D. Morrison Adam W. Tow ... Christopher F. Lehnert G. Lin Ian Reid Peter Corke Jurgen Leitner 69 51 0 22 Sep 2017
EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks Xuanyi Dong Guoliang Kang Kun Zhan Yi Yang 57 16 0 22 Sep 2017
Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks Wei Xiong Wenhan Luo Lin Ma Wen Liu Jiebo Luo GAN 99 182 0 22 Sep 2017
When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D for Pose-Invariant Face Recognition Xiang Xu Pengfei Dou Ha A. Le I. Kakadiaris CVBM 52 2 0 19 Sep 2017
Rethink ReLU to Training Better CNNs Gangming Zhao Zhaoxiang Zhang He Guan Peng Tang Jingdong Wang 55 6 0 19 Sep 2017
Coupled Ensembles of Neural Networks Anuvabh Dutt D. Pellerin Georges Quénot OOD 69 35 0 18 Sep 2017