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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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Frequency and temporal convolutional attention for text-independent speaker recognition Sarthak Yadav A. Rai 120 58 0 16 Oct 2019
Learning Generalisable Omni-Scale Representations for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 119 226 0 15 Oct 2019
AI Benchmark: All About Deep Learning on Smartphones in 2019 Andrey D. Ignatov Radu Timofte Andrei Kulik Seungsoo Yang Ke Wang Felix Baum Max Wu Lirong Xu Luc Van Gool ELM 53 222 0 15 Oct 2019
Training CNNs faster with Dynamic Input and Kernel Downsampling Zissis Poulos A. Nouri Andreas Moshovos 28 0 0 15 Oct 2019
Target-Oriented Deformation of Visual-Semantic Embedding Space Takashi Matsubara 55 7 0 15 Oct 2019
Characterizing Deep Learning Training Workloads on Alibaba-PAI Mengdi Wang Chen Meng Guoping Long Chuan Wu Jun Yang Wei Lin Yangqing Jia 73 56 0 14 Oct 2019
Transformers without Tears: Improving the Normalization of Self-Attention Toan Q. Nguyen Julian Salazar 96 231 0 14 Oct 2019
Stabilizing Transformers for Reinforcement Learning Emilio Parisotto H. F. Song Jack W. Rae Razvan Pascanu Çağlar Gülçehre ... Aidan Clark Seb Noury M. Botvinick N. Heess R. Hadsell OffRL 105 368 0 13 Oct 2019
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images Sharif Amit Kamran Sourajit Saha A. Sabbir Alireza Tavakkoli 41 51 0 13 Oct 2019
On Empirical Comparisons of Optimizers for Deep Learning Dami Choi Christopher J. Shallue Zachary Nado Jaehoon Lee Chris J. Maddison George E. Dahl 145 259 0 11 Oct 2019
Single Image BRDF Parameter Estimation with a Conditional Adversarial Network Mark Boss Hendrik P. A. Lensch GAN 44 10 0 11 Oct 2019
Deep Independently Recurrent Neural Network (IndRNN) Shuai Li Wanqing Li Chris Cook Yanbo Gao 66 51 0 11 Oct 2019
Learning from Indirect Observations Yivan Zhang Nontawat Charoenphakdee Masashi Sugiyama 62 5 0 10 Oct 2019
Cribriform pattern detection in prostate histopathological images using deep learning models Malay Singh E. Kalaw Jie Wang M. Al-Shabi C. Wong D. Giron K. Chong Maxine Tan Zeng Zeng H. Lee MedIm 24 8 0 09 Oct 2019
Differentiable Sparsification for Deep Neural Networks Yognjin Lee 72 7 0 08 Oct 2019
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Qilong Wang Banggu Wu Peng Fei Zhu P. Li W. Zuo Q. Hu 196 4,098 0 08 Oct 2019
Farkas layers: don't shift the data, fix the geometry Aram-Alexandre Pooladian Chris Finlay Adam M. Oberman AI4CE 36 1 0 04 Oct 2019
MLPerf Training Benchmark Arya D. McCarthy Christine Cheng Cody Coleman Greg Diamos Paulius Micikevicius ... Carole-Jean Wu Lingjie Xu Masafumi Yamazaki C. Young Matei A. Zaharia 124 316 0 02 Oct 2019
A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark Xiaohua Zhai J. Puigcerver Alexander Kolesnikov P. Ruyssen C. Riquelme ... Michael Tschannen Marcin Michalski Olivier Bousquet Sylvain Gelly N. Houlsby SSL 97 449 0 01 Oct 2019
How noise affects the Hessian spectrum in overparameterized neural networks Ming-Bo Wei D. Schwab 85 28 0 01 Oct 2019
XNOR-Net++: Improved Binary Neural Networks Adrian Bulat Georgios Tzimiropoulos MQ 92 205 0 30 Sep 2019
Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows R. Cornish Anthony L. Caterini George Deligiannidis Arnaud Doucet 50 3 0 30 Sep 2019
EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge Computing Shunzhi Yang Zheng Gong Kai Ye Yungen Wei Zheng Huang Zhenhua Huang 35 12 0 30 Sep 2019
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun Xiaolong Wang Zhuang Liu John Miller Alexei A. Efros Moritz Hardt TTA OOD 101 96 0 29 Sep 2019
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis Wen Liu Zhixin Piao Jie Min Wenhan Luo Lin Ma Shenghua Gao DiffM 86 260 0 26 Sep 2019
DISCOMAN: Dataset of Indoor SCenes for Odometry, Mapping And Navigation Pavel Kirsanov Airat Gaskarov Filipp Konokhov Konstantin Sofiiuk Anna Vorontsova Igor Slinko D. Zhukov Sergey Bykov O. Barinova Anton Konushin 3DV 86 18 0 26 Sep 2019
Hierarchical Neural Architecture Search via Operator Clustering Guilin Li Xingzhi Zhang Zitong Wang Matthias Tan Jiashi Feng Zhenguo Li Tong Zhang 92 25 0 26 Sep 2019
Unsupervised Domain Adaptation through Self-Supervision Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros OOD SSL 82 238 0 26 Sep 2019
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 316 240 0 25 Sep 2019
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging Ayush Singh S. Salehi Ali Gholipour MedIm 47 35 0 25 Sep 2019
Locally adaptive activation functions with slope recovery term for deep and physics-informed neural networks Ameya Dilip Jagtap Kenji Kawaguchi George Karniadakis ODL 96 86 0 25 Sep 2019
Gated Channel Transformation for Visual Recognition Zongxin Yang Linchao Zhu Yu Wu Yezhou Yang ViT 60 212 0 25 Sep 2019
Mixup Inference: Better Exploiting Mixup to Defend Adversarial Attacks Tianyu Pang Kun Xu Jun Zhu AAML 91 105 0 25 Sep 2019
PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex Domain Dongling Xiao Chang Liu Liu Chang Chao Wang Xin Zhang 32 9 0 24 Sep 2019
Learning an Adaptive Learning Rate Schedule Zhen Xu Andrew M. Dai Jonas Kemp Luke Metz 72 62 0 20 Sep 2019
Deep Metric Learning using Similarities from Nonlinear Rank Approximations Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung DML 25 3 0 20 Sep 2019
Deep Aggregation of Regional Convolutional Activations for Content Based Image Retrieval Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung 30 5 0 20 Sep 2019
Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation Jihyeun Yoon Kyungyul Kim Jongseong Jang AAML 48 4 0 19 Sep 2019
Localization with Limited Annotation for Chest X-rays Eyal Rozenberg Daniel Freedman A. Bronstein 54 17 0 19 Sep 2019
Meta-Neighborhoods Siyuan Shan Yang Li Junier Oliva 142 15 0 18 Sep 2019
Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising Haokui Zhang Ying Li Hao Chen Chunhua Shen AI4CE 55 57 0 18 Sep 2019
Spherical View Synthesis for Self-Supervised 360 Depth Estimation N. Zioulis Antonis Karakottas D. Zarpalas Federico Álvarez P. Daras MDE 74 98 0 17 Sep 2019
Heterogeneity-Aware Asynchronous Decentralized Training Qinyi Luo Jiaao He Youwei Zhuo Xuehai Qian 62 8 0 17 Sep 2019
Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning Bo-in Seo Daniel Mariano John Beckfield Vinay Madenur Yuming Hu Tony Reina Marcus Bobar M. H. Nguyen I. Altintas 24 5 0 17 Sep 2019
CrypTFlow: Secure TensorFlow Inference Nishant Kumar Mayank Rathee Nishanth Chandran Divya Gupta Aseem Rastogi Rahul Sharma 156 244 0 16 Sep 2019
On the Separability of Classes with the Cross-Entropy Loss Function Rudrajit Das S. Chaudhuri 45 23 0 16 Sep 2019
Learning to Map Nearly Anything Tawfiq Salem Connor Greenwell Hunter Blanton Nathan Jacobs 41 7 0 16 Sep 2019
3D Kidneys and Kidney Tumor Semantic Segmentation using Boundary-Aware Networks Andriy Myronenko Ali Hatamizadeh 77 35 0 14 Sep 2019
FfDL : A Flexible Multi-tenant Deep Learning Platform K.R. Jayaram Vinod Muthusamy Parijat Dube Vatche Isahagian Chen Wang ... Diana Arroyo Asser Tantawi Archit Verma Falk Pollok Rania Y. Khalaf VLM 38 23 0 14 Sep 2019
Recommendation or Discrimination?: Quantifying Distribution Parity in Information Retrieval Systems R. Khaziev Bryce Casavant Pearce Washabaugh Amy A. Winecoff Matthew Graham 18 0 0 13 Sep 2019