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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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DynMat, a network that can learn after learning J. H. Lee OffRL 110 5 0 16 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 130 482 0 16 Jun 2018
NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage A. Wong HAI 70 68 0 14 Jun 2018
Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks Lechao Xiao Yasaman Bahri Jascha Narain Sohl-Dickstein S. Schoenholz Jeffrey Pennington 326 354 0 14 Jun 2018
Manifold Mixup: Better Representations by Interpolating Hidden States Vikas Verma Alex Lamb Christopher Beckham Amir Najafi Ioannis Mitliagkas Aaron Courville David Lopez-Paz Yoshua Bengio AAML DRL 111 35 0 13 Jun 2018
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines Martin Rajchl Nick Pawlowski Daniel Rueckert Paul M. Matthews Ben Glocker SSeg 69 35 0 11 Jun 2018
Dual Pattern Learning Networks by Empirical Dual Prediction Risk Minimization Haimin Zhang Min Xu 23 0 0 11 Jun 2018
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 598 1,994 0 09 Jun 2018
Non-Local Recurrent Network for Image Restoration Ding Liu Bihan Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 261 634 0 07 Jun 2018
Shape Robust Text Detection with Progressive Scale Expansion Network Xiang Li Wenhai Wang Wenbo Hou Ruo-Ze Liu Tong Lu Jian Yang 104 614 0 07 Jun 2018
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI Sérgio Pereira Victor Alves Carlos Alberto Silva 92 46 0 06 Jun 2018
Relational Deep Reinforcement Learning V. Zambaldi David Raposo Adam Santoro V. Bapst Yujia Li ... Victoria Langston Razvan Pascanu M. Botvinick Oriol Vinyals Peter W. Battaglia OffRL 182 222 0 05 Jun 2018
Perturbative Neural Networks Felix Juefei Xu Vishnu Boddeti Marios Savvides 68 38 0 05 Jun 2018
Stochastic Gradient Descent with Hyperbolic-Tangent Decay on Classification B. Hsueh Wei Li I-Chen Wu 27 23 0 05 Jun 2018
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation Jindong Jiang Lunan Zheng Fei Luo Zhijun Zhang 3DPC SSeg 113 217 0 04 Jun 2018
Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling Yunzhe Tao Qi Sun Q. Du Wen Liu DiffM 82 37 0 02 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 157 51 0 02 Jun 2018
Neural Proximal Gradient Descent for Compressive Imaging Morteza Mardani Qingyun Sun Shreyas S. Vasawanala Vardan Papyan Hatef Monajemi John M. Pauly D. Donoho 116 155 0 01 Jun 2018
Do CIFAR-10 Classifiers Generalize to CIFAR-10? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD FedML ELM 213 414 0 01 Jun 2018
Generative Adversarial Networks for Unsupervised Object Co-localization Junsuk Choe J. Park Hyunjung Shim GAN 35 1 0 01 Jun 2018
The Nonlinearity Coefficient - Predicting Generalization in Deep Neural Networks George Philipp J. Carbonell 66 14 0 01 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks Ke Sun Mingjie Li Dong Liu Jingdong Wang 124 126 0 01 Jun 2018
q-Neurons: Neuron Activations based on Stochastic Jackson's Derivative Operators Frank Nielsen Ke Sun 22 1 0 01 Jun 2018
Tandem Blocks in Deep Convolutional Neural Networks Chris Hettinger Tanner Christensen J. Humpherys Tyler J. Jarvis 15 0 0 01 Jun 2018
Short-term Load Forecasting with Deep Residual Networks Kunjin Chen Kunlong Chen Qin Wang Ziyu He Jun Hu Jinliang He 73 474 0 30 May 2018
RUN:Residual U-Net for Computer-Aided Detection of Pulmonary Nodules without Candidate Selection Tian Lan Yuanyuan Li Jonah Kimani Murugi Yi Ding Zhiguang Qin 29 21 0 30 May 2018
Collaborative Learning for Deep Neural Networks Guocong Song Wei Chai FedML 64 200 0 30 May 2018
Random mesh projectors for inverse problems Sidharth Gupta K. Kothari Maarten V. de Hoop Ivan Dokmanić 75 16 0 29 May 2018
Improved Mixed-Example Data Augmentation Cecilia Summers M. Dinneen 100 161 0 29 May 2018
Constructing Fast Network through Deconstruction of Convolution Yunho Jeon Junmo Kim 93 72 0 28 May 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network Lichao Mou Xiaoxiang Zhu SSeg 63 155 0 26 May 2018
The Singular Values of Convolutional Layers Hanie Sedghi Vineet Gupta Philip M. Long FAtt 93 203 0 26 May 2018
Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression Jiahao Su Jingling Li Bobby Bhattacharjee Furong Huang 70 20 0 25 May 2018
Meta Transfer Learning for Facial Emotion Recognition Dung Nguyen Tien Kien Nguyen Sridha Sridharan Iman Abbasnejad David Dean Clinton Fookes 34 18 0 25 May 2018
Deep Residual Networks with a Fully Connected Recon-struction Layer for Single Image Super-Resolution Yongliang Tang W. Gong Zhenghao Li Weihong Li SupR 34 10 0 24 May 2018
Residual Networks as Geodesic Flows of Diffeomorphisms F. Rousseau Ronan Fablet AI4CE 38 7 0 24 May 2018
Laplacian Networks: Bounding Indicator Function Smoothness for Neural Network Robustness Carlos Lassance Vincent Gripon Antonio Ortega AAML 88 16 0 24 May 2018
Predictive Local Smoothness for Stochastic Gradient Methods Jun Yu Li Hongfu Liu Bineng Zhong Yue Wu Y. Fu ODL 41 1 0 23 May 2018
Input and Weight Space Smoothing for Semi-supervised Learning Safa Cicek Stefano Soatto 55 6 0 23 May 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 75 490 0 23 May 2018
Learning towards Minimum Hyperspherical Energy Weiyang Liu Rongmei Lin Ziqiang Liu Lixin Liu Zhiding Yu Bo Dai Le Song 137 151 0 23 May 2018
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics Luciano Melodia 47 2 0 23 May 2018
3D Human Pose Estimation with Relational Networks Sungheon Park Nojun Kwak 3DH 79 31 0 23 May 2018
Learning long-range spatial dependencies with horizontal gated-recurrent units Drew Linsley Junkyung Kim Vijay Veerabadran Thomas Serre 74 160 0 21 May 2018
A Simple Cache Model for Image Recognition Emin Orhan VLM 128 30 0 21 May 2018
Learning to Optimize Tensor Programs Tianqi Chen Lianmin Zheng Eddie Q. Yan Ziheng Jiang T. Moreau Luis Ceze Carlos Guestrin Arvind Krishnamurthy 141 407 0 21 May 2018
Adversarial Noise Layer: Regularize Neural Network By Adding Noise Zhonghui You Jinmian Ye Kunming Li Zenglin Xu Ping Wang 82 77 0 21 May 2018
Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks Hyeonseob Nam Hyo-Eun Kim OOD 70 210 0 21 May 2018
CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces Liheng Zhang Marzieh Edraki Guo-Jun Qi 72 62 0 19 May 2018
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition Kuan Han Haiguang Wen Yizhen Zhang Di Fu Eugenio Culurciello Zhongming Liu 75 70 0 19 May 2018