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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
BlockDrop: Dynamic Inference Paths in Residual Networks Zuxuan Wu Tushar Nagarajan Abhishek Kumar Steven J. Rennie L. Davis Kristen Grauman Rogerio Feris 200 481 0 22 Nov 2017
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions Bichen Wu Alvin Wan Xiangyu Yue Peter H. Jin Sicheng Zhao Noah Golmant A. Gholaminejad Joseph E. Gonzalez Kurt Keutzer 3DPC 170 368 0 22 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 564 9,162 0 21 Nov 2017
Receptive Field Block Net for Accurate and Fast Object Detection Songtao Liu Di Huang Yunhong Wang ObjD 229 1,312 0 21 Nov 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 296 1,464 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 101 369 0 20 Nov 2017
MegDet: A Large Mini-Batch Object Detector Chao Peng Tete Xiao Zeming Li Yuning Jiang Xiangyu Zhang Kai Jia Gang Yu Jian Sun ObjD 287 320 0 20 Nov 2017
Block-Cyclic Stochastic Coordinate Descent for Deep Neural Networks Kensuke Nakamura Stefano Soatto Byung-Woo Hong BDL ODL 105 6 0 20 Nov 2017
Single-Shot Refinement Neural Network for Object Detection Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 176 1,307 0 18 Nov 2017
Attend and Interact: Higher-Order Object Interactions for Video Understanding Chih-Yao Ma Asim Kadav I. Melvin Z. Kira G. Al-Regib H. Graf 126 146 0 16 Nov 2017
AOGNets: Compositional Grammatical Architectures for Deep Learning Xilai Li Xi Song Tianfu Wu 93 26 0 15 Nov 2017
D-PCN: Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 52 2 0 12 Nov 2017
End-to-end Video-level Representation Learning for Action Recognition Jiagang Zhu Wei Zou Zheng Zhu 138 92 0 11 Nov 2017
Moonshine: Distilling with Cheap Convolutions Elliot J. Crowley Gavia Gray Amos Storkey 183 123 0 07 Nov 2017
Weighted Transformer Network for Machine Translation Karim Ahmed N. Keskar R. Socher 117 136 0 06 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 117 287 0 05 Nov 2017
Hierarchical Representations for Efficient Architecture Search Hanxiao Liu Karen Simonyan Oriol Vinyals Chrisantha Fernando Koray Kavukcuoglu 3DV 362 938 0 01 Nov 2017
CrescendoNet: A Simple Deep Convolutional Neural Network with Ensemble Behavior Xiang Zhang Nishant Vishwamitra Hongxin Hu Feng Luo 58 2 0 30 Oct 2017
Cascade Region Proposal and Global Context for Deep Object Detection Qiaoyong Zhong Chao Li Yingying Zhang Di Xie Shicai Yang Shiliang Pu ObjD 85 55 0 30 Oct 2017
Multi-Task Learning by Deep Collaboration and Application in Facial Landmark Detection Ludovic Trottier Philippe Giguère B. Chaib-draa CVBM 107 13 0 28 Oct 2017
Multi-level Residual Networks from Dynamical Systems View B. Chang Lili Meng E. Haber Frederick Tung David Begert 160 175 0 27 Oct 2017
Dual Path Networks for Multi-Person Human Pose Estimation G. Ning Zhihai He 3DH 70 9 0 27 Oct 2017
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations Yiping Lu Aoxiao Zhong Quanzheng Li Bin Dong 361 524 0 27 Oct 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 444 10,335 0 25 Oct 2017
Serving deep learning models in a serverless platform Vatche Isahagian Vinod Muthusamy Aleksander Slominski 124 172 0 23 Oct 2017
VisDA: The Visual Domain Adaptation Challenge Xingchao Peng Ben Usman Neela Kaushik Judy Hoffman Dequan Wang Kate Saenko OOD 178 839 0 18 Oct 2017
A multi-branch convolutional neural network for detecting double JPEG compression Bin Li Hu Luo Haoxin Zhang Shunquan Tan Zhongzhou Ji 80 28 0 16 Oct 2017
Generalization in Deep Learning Kenji Kawaguchi L. Kaelbling Yoshua Bengio ODL 496 470 0 16 Oct 2017
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 237 566 0 11 Oct 2017
Keynote: Small Neural Nets Are Beautiful: Enabling Embedded Systems with Small Deep-Neural-Network Architectures F. Iandola Kurt Keutzer 100 37 0 07 Oct 2017
Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification Qiqi Xiao Haowen Luo Fangqiu Yi 149 149 0 02 Oct 2017
Pyramidal RoR for Image Classification Ke Zhang Liru Guo Ce Gao Zhenbing Zhao 89 20 0 01 Oct 2017
Deep Competitive Pathway Networks Jia-Ren Chang Yonghao Chen 29 0 0 29 Sep 2017
Connectivity Learning in Multi-Branch Networks Karim Ahmed Lorenzo Torresani 111 27 0 27 Sep 2017
Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification Igor Gitman Boris Ginsburg 104 66 0 24 Sep 2017
SwGridNet: A Deep Convolutional Neural Network based on Grid Topology for Image Classification Atsushi Takeda 42 0 0 22 Sep 2017
EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks Xuanyi Dong Guoliang Kang Kun Zhan Yi Yang 71 16 0 22 Sep 2017
Rethink ReLU to Training Better CNNs Gangming Zhao Zhaoxiang Zhang He Guan Peng Tang Jingdong Wang 68 6 0 19 Sep 2017
Coupled Ensembles of Neural Networks Anuvabh Dutt D. Pellerin Georges Quénot OOD 83 35 0 18 Sep 2017
StairNet: Top-Down Semantic Aggregation for Accurate One Shot Detection Sanghyun Woo Soonmin Hwang In So Kweon ObjD 85 90 0 18 Sep 2017
Reversible Architectures for Arbitrarily Deep Residual Neural Networks B. Chang Lili Meng E. Haber Lars Ruthotto David Begert E. Holtham AI4CE 199 274 0 12 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 768 28,006 0 05 Sep 2017
Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional Adversarial Networks Zheng Xu Yen-Chang Hsu Jiawei Huang GAN 150 12 0 02 Sep 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi Ling Yang AAML 71 13 0 24 Aug 2017
Non-linear Convolution Filters for CNN-based Learning Georgios Zoumpourlis Alexandros Doumanoglou N. Vretos P. Daras 106 97 0 23 Aug 2017
Practical Block-wise Neural Network Architecture Generation Zhaobai Zhong Junjie Yan Wei Wu Jing Shao Cheng-Lin Liu 151 126 0 18 Aug 2017
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 301 3,787 0 16 Aug 2017
Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification Yunlong Bian Chuang Gan Xiao-Chang Liu Fu Li Xiang Long Yandong Li Heng Qi Jie Zhou Shilei Wen Yuanqing Lin 115 48 0 12 Aug 2017
Learning Feature Pyramids for Human Pose Estimation Wei Yang Shuang Li Wanli Ouyang Hongsheng Li Xiaogang Wang 3DH 154 498 0 03 Aug 2017
Analysis and Optimization of Convolutional Neural Network Architectures Martin Thoma 137 74 0 31 Jul 2017