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Aggregated Residual Transformations for Deep Neural Networks

16 November 2016

Piotr Dollár

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

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Title
SparseNet: A Sparse DenseNet for Image Classification Wenqian Liu Kun Zeng 3DH 79 32 0 15 Apr 2018
ExFuse: Enhancing Feature Fusion for Semantic Segmentation Zhenli Zhang Xiangyu Zhang Chao Peng Dazhi Cheng Jian Sun 85 431 0 11 Apr 2018
Detecting Multi-Oriented Text with Corner-based Region Proposals Linjie Deng Yanxiang Gong Yi Lin Jingwen Shuai X. Tu Yuefei Zhang Zejun Ma M. Xie 61 39 0 08 Apr 2018
Deep Person Detection in 2D Range Data Lucas Beyer Alexander Hermans Timm Linder Kai O. Arras Bastian Leibe 56 13 0 06 Apr 2018
Learning Strict Identity Mappings in Deep Residual Networks Xin Yu Zhiding Yu Srikumar Ramalingam 78 17 0 05 Apr 2018
Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition Rajeev Ranjan Ankan Bansal Hongyu Xu S. Sankaranarayanan Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 157 61 0 03 Apr 2018
Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection Jiale Cao Yanwei Pang Xuelong Li 61 11 0 03 Apr 2018
Multi-Scale Spatially-Asymmetric Recalibration for Image Classification Yan Wang Lingxi Xie Siyuan Qiao Ya Zhang Wenjun Zhang Alan Yuille 77 13 0 03 Apr 2018
SINet: A Scale-insensitive Convolutional Neural Network for Fast Vehicle Detection Xiaowei Hu Xuemiao Xu Yongjie Xiao Hao Chen Shengfeng He J. Qin Pheng-Ann Heng 99 246 0 02 Apr 2018
Parallel Grid Pooling for Data Augmentation Akito Takeki Daiki Ikami Go Irie Kiyoharu Aizawa 56 7 0 30 Mar 2018
Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images Hongliu Cao Simon Bernard L. Heutte R. Sabourin 158 60 0 29 Mar 2018
Adversarial Network Compression Vasileios Belagiannis Azade Farshad Fabio Galasso GAN AAML 66 58 0 28 Mar 2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions Zheng Qin Zhaoning Zhang Dongsheng Li Yiming Zhang Yuxing Peng 62 28 0 27 Mar 2018
Fast and Accurate Single Image Super-Resolution via Information Distillation Network Zheng Hui Xiumei Wang Xinbo Gao SupR 72 732 0 26 Mar 2018
A Systematic Comparison of Deep Learning Architectures in an Autonomous Vehicle Michael Teti William Edward Hahn Shawn Martin W. Hahn Elan Barenholtz 45 5 0 26 Mar 2018
Multi-Level Factorisation Net for Person Re-Identification Xiaobin Chang Timothy M. Hospedales Tao Xiang 91 507 0 24 Mar 2018
Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications Zheng Qin Zhaoning Zhang Shiqing Zhang Hao Yu Yuxing Peng 18 7 0 24 Mar 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 104 1,254 0 23 Mar 2018
Group Normalization Yuxin Wu Kaiming He 261 3,686 0 22 Mar 2018
Patch-Based Image Inpainting with Generative Adversarial Networks Ugur Demir Gözde B. Ünal GAN 52 255 0 20 Mar 2018
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks S. Azimi P. Fischer Marco Körner P. Reinartz 137 103 0 19 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 156 784 0 19 Mar 2018
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN Bowen Cheng Yunchao Wei Humphrey Shi Rogerio Feris Jinjun Xiong Thomas Huang ObjD 102 209 0 19 Mar 2018
Object Detection in Video with Spatiotemporal Sampling Networks Gedas Bertasius Lorenzo Torresani Jianbo Shi ViT 79 221 0 15 Mar 2018
Expert identification of visual primitives used by CNNs during mammogram classification Jimmy Wu D. Peck S. Hsieh V. Dialani C. Lehman Bolei Zhou Vasilis Syrgkanis Lester W. Mackey Genevieve Patterson 40 17 0 13 Mar 2018
Style Aggregated Network for Facial Landmark Detection Xuanyi Dong Yan Yan Wanli Ouyang Yi Yang CVBM 3DH 97 304 0 12 Mar 2018
A Deep Learning Approach for Pose Estimation from Volumetric OCT Data N. Gessert M. Schlüter Alexander Schlaefer 50 30 0 10 Mar 2018
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification Chengliang Yang Anand Rangarajan Sanjay Ranka FAtt 76 142 0 07 Mar 2018
A Non-Technical Survey on Deep Convolutional Neural Network Architectures Felix Altenberger Claus Lenz 3DV 44 38 0 06 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 191 5,834 0 05 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 883 0 03 Mar 2018
Convolutional Neural Networks with Alternately Updated Clique Yibo Yang Zhisheng Zhong Tiancheng Shen Zhouchen Lin 84 128 0 28 Feb 2018
L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks Shuang Wu Guoqi Li Lei Deng Liu Liu Yuan Xie Luping Shi 82 117 0 27 Feb 2018
Functional Gradient Boosting based on Residual Network Perception Atsushi Nitanda Taiji Suzuki 81 27 0 25 Feb 2018
Training wide residual networks for deployment using a single bit for each weight Mark D Mcdonnell MQ 96 71 0 23 Feb 2018
Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise Dan Hendrycks Mantas Mazeika Duncan Wilson Kevin Gimpel NoLa 168 558 0 14 Feb 2018
On the Blindspots of Convolutional Networks Elad Hoffer Shai Fine Daniel Soudry BDL 37 4 0 14 Feb 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 128 438 0 13 Feb 2018
FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy Zheng Qin Zhaoning Zhang Xiaotao Chen Yuxing Peng MQ 73 104 0 11 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 555 13,278 0 07 Feb 2018
ShakeDrop Regularization for Deep Residual Learning Yoshihiro Yamada Masakazu Iwamura Takuya Akiba K. Kise 119 165 0 07 Feb 2018
Mixed Link Networks Wenhai Wang Xiang Li Jian Yang Tong Lu 57 54 0 06 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 311 3,052 0 05 Feb 2018
Recent Advances in Efficient Computation of Deep Convolutional Neural Networks Jian Cheng Peisong Wang Gang Li Qinghao Hu Hanqing Lu 55 3 0 03 Feb 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition Haobo Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jin Zhou Zhifeng Li Wei Liu CVBM MQ 158 2,522 0 29 Jan 2018
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks Jason Kuen Xiangfei Kong Zhe Lin G. Wang Jianxiong Yin Simon See Yap-Peng Tan BDL 76 25 0 29 Jan 2018
Effective Building Block Design for Deep Convolutional Neural Networks using Search Jayanta K. Dutta Jiayi Liu Unmesh Kurup Mohak Shah 3DV 75 11 0 25 Jan 2018
PU-Net: Point Cloud Upsampling Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 84 581 0 21 Jan 2018
Detecting and counting tiny faces Alexandre Attia Sharone Dayan CVBM 41 10 0 19 Jan 2018
SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty Prediction Lingyu Liang Luojun Lin Lianwen Jin Duorui Xie Mengru Li CVBM 66 154 0 19 Jan 2018