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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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Modulating and attending the source image during encoding improves Multimodal Translation Jean-Benoit Delbrouck Stéphane Dupont 69 20 0 09 Dec 2017
Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2 Federico Baldassarre Diego Gonzalez Morin Lucas Rodés-Guirao 59 104 0 09 Dec 2017
Deep Learning for IoT Big Data and Streaming Analytics: A Survey M. Mohammadi Ala I. Al-Fuqaha Sameh Sorour Mohsen Guizani 114 1,062 0 09 Dec 2017
Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks Shankar Krishnan Ying Xiao Rif A. Saurous ODL 45 20 0 08 Dec 2017
Defense against Adversarial Attacks Using High-Level Representation Guided Denoiser Fangzhou Liao Ming Liang Yinpeng Dong Tianyu Pang Xiaolin Hu Jun Zhu 112 893 0 08 Dec 2017
Chaining Identity Mapping Modules for Image Denoising Saeed Anwar C. P. Huynh Fatih Porikli 62 11 0 08 Dec 2017
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs Adrian Bulat Georgios Tzimiropoulos SupR 84 306 0 07 Dec 2017
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing Syed Shakib Sarwar Aayush Ankit Kaushik Roy CLL 97 109 0 07 Dec 2017
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs Samuel Rota Buló Lorenzo Porzi Peter Kontschieder 119 357 0 07 Dec 2017
OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning José Lezama Qiang Qiu Pablo Musé Guillermo Sapiro 84 78 0 05 Dec 2017
Learning Sparse Neural Networks through $L_0$ Regularization Christos Louizos Max Welling Diederik P. Kingma 502 1,150 0 04 Dec 2017
Compressed Video Action Recognition Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alex Smola Philipp Krahenbuhl 184 325 0 02 Dec 2017
Taming Adversarial Domain Transfer with Structural Constraints for Image Enhancement E. Vansteenkiste Patrick Kern GAN DiffM 26 2 0 02 Dec 2017
SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild Soumyadip Sengupta Angjoo Kanazawa Carlos D. Castillo David Jacobs CVBM 3DH 115 320 0 02 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 95 97 0 01 Dec 2017
Probabilistic Adaptive Computation Time Michael Figurnov Artem Sobolev Dmitry Vetrov BDL 41 8 0 01 Dec 2017
Real-time Semantic Image Segmentation via Spatial Sparsity Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 125 64 0 01 Dec 2017
Rank of Experts: Detection Network Ensemble Seung-Hwan Bae Youngwan Lee Y. Jo Yuseok Bae Joong-won Hwang ObjD 49 5 0 01 Dec 2017
Measuring the tendency of CNNs to Learn Surface Statistical Regularities Jason Jo Yoshua Bengio AAML 89 250 0 30 Nov 2017
Convolutional Networks with Adaptive Inference Graphs Andreas Veit Serge J. Belongie OOD GNN 111 385 0 30 Nov 2017
Modeling Information Flow Through Deep Neural Networks Ahmad Chaddad Behnaz Naisiri M. Pedersoli Eric Granger Christian Desrosiers Matthew Toews 25 5 0 29 Nov 2017
FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors Yu Chen Ying Tai Xiaoming Liu Chunhua Shen Jian Yang SupR 89 486 0 29 Nov 2017
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 99 2,146 0 29 Nov 2017
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks Benjamin Graham Martin Engelcke Laurens van der Maaten 3DPC 154 1,520 0 28 Nov 2017
Learning Channel Inter-dependencies at Multiple Scales on Dense Networks for Face Recognition Qiangchang Wang G. Guo Mohammad Iqbal Nouyed CVBM 38 1 0 28 Nov 2017
Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery Morteza Mardani Hatef Monajemi Vardan Papyan S. Vasanawala D. Donoho John M. Pauly GAN SupR 91 54 0 27 Nov 2017
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 135 1,937 0 27 Nov 2017
SkipNet: Learning Dynamic Routing in Convolutional Networks Xin Wang Feng Yu Zi-Yi Dou Trevor Darrell Joseph E. Gonzalez 154 640 0 26 Nov 2017
Gradually Updated Neural Networks for Large-Scale Image Recognition Siyuan Qiao Zhishuai Zhang Wei Shen Bo Wang Alan Yuille 84 16 0 25 Nov 2017
CondenseNet: An Efficient DenseNet using Learned Group Convolutions Gao Huang Shichen Liu Laurens van der Maaten Kilian Q. Weinberger 131 799 0 25 Nov 2017
Deep Expander Networks: Efficient Deep Networks from Graph Theory Ameya Prabhu G. Varma A. Namboodiri GNN 130 72 0 23 Nov 2017
Regularization of Deep Neural Networks with Spectral Dropout Salman Khan Munawar Hayat Fatih Porikli 70 103 0 23 Nov 2017
End-to-End Supervised Product Quantization for Image Search and Retrieval Benjamin Klein Lior Wolf MQ 74 65 0 23 Nov 2017
Train, Diagnose and Fix: Interpretable Approach for Fine-grained Action Recognition Jingxuan Hou Tae Soo Kim A. Reiter 18 1 0 22 Nov 2017
ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks Qiang Qiu José Lezama A. Bronstein Guillermo Sapiro 52 8 0 22 Nov 2017
Identifying Most Walkable Direction for Navigation in an Outdoor Environment Sachin Mehta Hannaneh Hajishirzi Linda G. Shapiro 55 9 0 21 Nov 2017
Convolutional Networks for Object Category and 3D Pose Estimation from 2D Images S. Mahendran Haider Ali René Vidal 25 2 0 20 Nov 2017
Light-Head R-CNN: In Defense of Two-Stage Object Detector Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 80 366 0 20 Nov 2017
Block-Cyclic Stochastic Coordinate Descent for Deep Neural Networks Kensuke Nakamura Stefano Soatto Byung-Woo Hong BDL ODL 70 6 0 20 Nov 2017
Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond Risheng Liu Xin-Yue Fan Minjun Hou Zhiying Jiang Zhongxuan Luo Lei Zhang 67 98 0 18 Nov 2017
xUnit: Learning a Spatial Activation Function for Efficient Image Restoration I. Kligvasser Tamar Rott Shaham T. Michaeli 74 58 0 17 Nov 2017
Thoracic Disease Identification and Localization with Limited Supervision Zhe Li Chong Wang Mei Han Yuan Xue Wei Wei Li Li F. Li 81 330 0 17 Nov 2017
Mobile Video Object Detection with Temporally-Aware Feature Maps Mason Liu Menglong Zhu ObjD 77 197 0 17 Nov 2017
Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy Asit K. Mishra Debbie Marr FedML 74 331 0 15 Nov 2017
AOGNets: Compositional Grammatical Architectures for Deep Learning Xilai Li Xi Song Tianfu Wu 72 26 0 15 Nov 2017
Deep Inception-Residual Laplacian Pyramid Networks for Accurate Single Image Super-Resolution Yongliang Tang W. Gong Xi Chen Weihong Li SupR 41 26 0 15 Nov 2017
Data Augmentation Generative Adversarial Networks Antreas Antoniou Amos Storkey Harrison Edwards MedIm GAN 185 1,076 0 12 Nov 2017
Towards ECDSA key derivation from deep embeddings for novel Blockchain applications C. Perone 29 0 0 11 Nov 2017
Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning Anthony Perez Christopher Yeh G. Azzari Marshall Burke David B. Lobell Stefano Ermon 66 62 0 10 Nov 2017
Deep Hyperspherical Learning Weiyang Liu Yanming Zhang Xingguo Li Zhen Liu Bo Dai T. Zhao Le Song 91 136 0 08 Nov 2017