Identity Mappings in Deep Residual Networks

16 March 2016

Papers citing "Identity Mappings in Deep Residual Networks"

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Title
A probabilistic constrained clustering for transfer learning and image category discovery Yen-Chang Hsu Zhaoyang Lv Joel Schlosser Phillip Odom Z. Kira 24 3 0 28 Jun 2018
ResNet with one-neuron hidden layers is a Universal Approximator Hongzhou Lin Stefanie Jegelka 43 227 0 28 Jun 2018
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility Benjamin Hepp Debadeepta Dey Sudipta N. Sinha Ashish Kapoor Neel Joshi Otmar Hilliges 17 54 0 27 Jun 2018
Quantizing deep convolutional networks for efficient inference: A whitepaper Raghuraman Krishnamoorthi MQ 48 994 0 21 Jun 2018
Detecting Cyberattacks in Industrial Control Systems Using Convolutional Neural Networks Moshe Kravchik A. Shabtai 31 273 0 21 Jun 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 101 4,954 0 19 Jun 2018
Modality Distillation with Multiple Stream Networks for Action Recognition Nuno C. Garcia Pietro Morerio Vittorio Murino 30 181 0 19 Jun 2018
Detecting and interpreting myocardial infarction using fully convolutional neural networks Nils Strodthoff C. Strodthoff 43 150 0 18 Jun 2018
DynMat, a network that can learn after learning J. H. Lee OffRL 24 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 25 475 0 16 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 244 349 0 14 Jun 2018
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 279 1,944 0 09 Jun 2018
Shape Robust Text Detection with Progressive Scale Expansion Network Xiang Li Wenhai Wang Wenbo Hou Ruo-Ze Liu Tong Lu Jian Yang 32 604 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 25 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 24 219 0 05 Jun 2018
Perturbative Neural Networks Felix Juefei Xu Vishnu Boddeti Marios Savvides 24 37 0 05 Jun 2018
Stochastic Gradient Descent with Hyperbolic-Tangent Decay on Classification B. Hsueh Wei Li I-Chen Wu 8 22 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 19 212 0 04 Jun 2018
Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling Yunzhe Tao Qi Sun Q. Du Wei Liu DiffM 21 36 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 22 49 0 02 Jun 2018
Do CIFAR-10 Classifiers Generalize to CIFAR-10? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD FedML ELM 39 405 0 01 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks Ke Sun Mingjie Li Dong Liu Jingdong Wang 45 126 0 01 Jun 2018
Short-term Load Forecasting with Deep Residual Networks Kunjin Chen Kunlong Chen Qin Wang Ziyu He Jun Hu Jinliang He 31 463 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 27 21 0 30 May 2018
Collaborative Learning for Deep Neural Networks Guocong Song Wei Chai FedML 21 192 0 30 May 2018
Random mesh projectors for inverse problems Sidharth Gupta K. Kothari Maarten V. de Hoop Ivan Dokmanić 29 15 0 29 May 2018
Improved Mixed-Example Data Augmentation Cecilia Summers M. Dinneen 35 159 0 29 May 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network Lichao Mou Xiaoxiang Zhu SSeg 16 154 0 26 May 2018
The Singular Values of Convolutional Layers Hanie Sedghi Vineet Gupta Philip M. Long FAtt 39 200 0 26 May 2018
Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression Jiahao Su Jingling Li Bobby Bhattacharjee Furong Huang 16 20 0 25 May 2018
Laplacian Networks: Bounding Indicator Function Smoothness for Neural Network Robustness Carlos Lassance Vincent Gripon Antonio Ortega AAML 24 16 0 24 May 2018
SNIPER: Efficient Multi-Scale Training Bharat Singh Mahyar Najibi L. Davis ObjD 25 481 0 23 May 2018
3D Human Pose Estimation with Relational Networks Sungheon Park Nojun Kwak 3DH 21 31 0 23 May 2018
A Simple Cache Model for Image Recognition Emin Orhan VLM 25 30 0 21 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 30 70 0 19 May 2018
PACT: Parameterized Clipping Activation for Quantized Neural Networks Jungwook Choi Zhuo Wang Swagath Venkataramani P. Chuang Vijayalakshmi Srinivasan K. Gopalakrishnan MQ 13 939 0 16 May 2018
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes Tongfei Chen Jirí Navrátil Vijay Iyengar Karthikeyan Shanmugam 10 42 0 14 May 2018
Born Again Neural Networks Tommaso Furlanello Zachary Chase Lipton Michael Tschannen Laurent Itti Anima Anandkumar 36 1,024 0 12 May 2018
Local Critic Training of Deep Neural Networks Hojung Lee Jong-Seok Lee 33 8 0 03 May 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 26 55 0 27 Apr 2018
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation Hao-Wen Dong Yi-Hsuan Yang GAN MGen 24 94 0 25 Apr 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 10 759 0 25 Apr 2018
Real-Time Human Detection as an Edge Service Enabled by a Lightweight CNN S. Nikouei Yu Chen Sejun Song Ronghua Xu Baek-Young Choi Timothy R. Faughnan 3DH ObjD 17 120 0 24 Apr 2018
Decorrelated Batch Normalization Lei Huang Dawei Yang B. Lang Jia Deng 16 190 0 23 Apr 2018
VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry Noha Radwan Abhinav Valada Wolfram Burgard 76 241 0 23 Apr 2018
Large Receptive Field Networks for High-Scale Image Super-Resolution George Seif D. Androutsos SupR 31 24 0 22 Apr 2018
Decoupled Networks Weiyang Liu Ziqiang Liu Zhiding Yu Bo Dai Rongmei Lin Yisen Wang James M. Rehg Le Song OOD 19 65 0 22 Apr 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling Liyuan Liu Xiang Ren Jingbo Shang Jian-wei Peng Jiawei Han 25 44 0 20 Apr 2018
Residual-Guide Feature Fusion Network for Single Image Deraining Zhiwen Fan Huafeng Wu Xueyang Fu Yue Huang Xinghao Ding 32 137 0 20 Apr 2018
Pelee: A Real-Time Object Detection System on Mobile Devices R. Wang Xiang Li Charles X. Ling ObjD 22 454 0 18 Apr 2018