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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
DropBlock: A regularization method for convolutional networks Golnaz Ghiasi Nayeon Lee Quoc V. Le 126 918 0 30 Oct 2018
General audio tagging with ensembling convolutional neural network and statistical features Kele Xu Boqing Zhu Qiuqiang Kong Haibo Mi Bo Ding Dezhi Wang Huaimin Wang 40 30 0 30 Oct 2018
$A^2$ -Nets: Double Attention Networks Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng 106 533 0 27 Oct 2018
Engaging Image Captioning Via Personality Kurt Shuster Samuel Humeau Hexiang Hu Antoine Bordes Jason Weston 94 152 0 25 Oct 2018
Cross-Resolution Person Re-identification with Deep Antithetical Learning Zijie Zhuang H. Ai Long Chen C. Shang OOD 30 5 0 24 Oct 2018
DropFilter: Dropout for Convolutions Zhengsu Chen 35 4 0 23 Oct 2018
Can We Gain More from Orthogonality Regularizations in Training Deep CNNs? Nitin Bansal Xiaohan Chen Zhangyang Wang OOD 125 188 0 22 Oct 2018
Depth with Nonlinearity Creates No Bad Local Minima in ResNets Kenji Kawaguchi Yoshua Bengio ODL 113 64 0 21 Oct 2018
Hierarchical ResNeXt Models for Breast Cancer Histology Image Classification Ismaël Koné L. Boulmane 167 35 0 21 Oct 2018
BshapeNet: Object Detection and Instance Segmentation with Bounding Shape Masks B. Kang Ha Young Kim 3DPC ObjD ISeg 79 36 0 15 Oct 2018
Revisit Batch Normalization: New Understanding from an Optimization View and a Refinement via Composition Optimization Xiangru Lian Ji Liu 38 6 0 15 Oct 2018
Quantization for Rapid Deployment of Deep Neural Networks J. Lee Sangwon Ha Saerom Choi Won-Jo Lee Seungwon Lee MQ 80 49 0 12 Oct 2018
Rethinking the Value of Network Pruning Zhuang Liu Mingjie Sun Tinghui Zhou Gao Huang Trevor Darrell 95 1,480 0 11 Oct 2018
Deep Learning for Image Denoising: A Survey Chunwei Tian Yong-mei Xu Lunke Fei Ke Yan 88 93 0 11 Oct 2018
Image Super-Resolution Using VDSR-ResNeXt and SRCGAN Saifuddin Hitawala Yao Li Xian Wang Dongyang Yang GAN 40 15 0 10 Oct 2018
AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018 Sharif Amit Kamran Ahmed Imtiaz Humayun Samiul Alam R. Doha M. Mandal Tahsin Reasat Fuad Rahman 37 2 0 10 Oct 2018
Penetrating the Fog: the Path to Efficient CNN Models Kun Wan Boyuan Feng Shu Yang Yufei Ding 40 0 0 09 Oct 2018
Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks Arul Selvam Periyasamy Max Schwarz Sven Behnke 3DPC 42 20 0 08 Oct 2018
CSI-Net: Unified Human Body Characterization and Pose Recognition Fei Wang Jinsong Han Shiyuan Zhang Xuming He Dong Huang CVBM 90 13 0 07 Oct 2018
Camera Model Identification Using Convolutional Neural Networks A. Kuzin Artur Fattakhov I. Kibardin V. Iglovikov Ruslan Dautov 152 26 0 06 Oct 2018
Fast Object Learning and Dual-arm Coordination for Cluttered Stowing, Picking, and Packing Max Schwarz Christian Lenz Germán Martín García Seongyong Koo Arul Selvam Periyasamy M. Schreiber Sven Behnke 73 77 0 06 Oct 2018
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection Bowen Cheng Yunchao Wei Rogerio Feris Jinjun Xiong Wen-mei W. Hwu Thomas Huang Humphrey Shi ObjD 71 48 0 05 Oct 2018
LIT: Block-wise Intermediate Representation Training for Model Compression Animesh Koratana Daniel Kang Peter Bailis Matei A. Zaharia 50 12 0 02 Oct 2018
Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network using Truncated Gaussian Approximation Zhezhi He Deliang Fan MQ 73 67 0 02 Oct 2018
Improved robustness to adversarial examples using Lipschitz regularization of the loss Chris Finlay Adam M. Oberman B. Abbasi 93 34 0 01 Oct 2018
Benchmark Analysis of Representative Deep Neural Network Architectures Simone Bianco Rémi Cadène Luigi Celona Paolo Napoletano BDL 74 679 0 01 Oct 2018
Privado: Practical and Secure DNN Inference with Enclaves Karan Grover Shruti Tople Shweta Shinde Ranjita Bhagwan Ramachandran Ramjee FedML SILM 72 46 0 01 Oct 2018
Smooth Inter-layer Propagation of Stabilized Neural Networks for Classification Jingfeng Zhang L. Wynter AI4TS 42 1 0 27 Sep 2018
Bounding Box Regression with Uncertainty for Accurate Object Detection Yihui He Chenchen Zhu Jianren Wang Marios Savvides Xinming Zhang ObjD 103 471 0 23 Sep 2018
Shift-based Primitives for Efficient Convolutional Neural Networks Huasong Zhong Xianggen Liu Yihui He Yuchun Ma 77 20 0 22 Sep 2018
Dual Encoding for Zero-Example Video Retrieval Jianfeng Dong Xirong Li Chaoxi Xu S. Ji Yuan He Gang Yang Xun Wang 135 271 0 17 Sep 2018
Deep Compressive Autoencoder for Action Potential Compression in Large-Scale Neural Recording Tong Wu Wenfeng Zhao E. Keefer Zhi-Xin Yang 23 49 0 14 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 67 27 0 14 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 158 126 0 10 Sep 2018
Accelerating Deep Neural Networks with Spatial Bottleneck Modules Junran Peng Lingxi Xie Zhaoxiang Zhang Tieniu Tan Jingdong Wang 63 9 0 07 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 265 2,469 0 06 Sep 2018
The MeMAD Submission to the WMT18 Multimodal Translation Task Stig-Arne Gronroos B. Huet M. Kurimo Jorma T. Laaksonen B. Mérialdo ... Mats Sjöberg U. Sulubacak Jörg Tiedemann Raphael Troncy Raúl Vázquez 61 64 0 31 Aug 2018
IEA: Inner Ensemble Average within a convolutional neural network Abduallah A. Mohamed Xinrui Hua Xianda Zhou Christian G. Claudel 23 1 0 30 Aug 2018
Wide Activation for Efficient and Accurate Image Super-Resolution Jiahui Yu Yuchen Fan Jianchao Yang N. Xu Zhaowen Wang Xinchao Wang Thomas Huang SupR 69 358 0 27 Aug 2018
Neural Architecture Optimization Renqian Luo Fei Tian Tao Qin Enhong Chen Tie-Yan Liu 3DV 119 660 0 22 Aug 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 165 993 0 20 Aug 2018
BlockQNN: Efficient Block-wise Neural Network Architecture Generation Zhaobai Zhong Zichen Yang Boyang Deng Junjie Yan Wei Wu Jing Shao Cheng-Lin Liu 82 118 0 16 Aug 2018
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model Chao-Han Huck Yang Fangyu Liu Jia-Hong Huang Meng Tian Hiromasa Morikawa I-Hung Lin Yi-Chieh Liu Hao-Hsiang Yang Jesper N. Tegnér 81 18 0 16 Aug 2018
Hierarchical binary CNNs for landmark localization with limited resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 61 36 0 14 Aug 2018
Fast, Better Training Trick -- Random Gradient Jiakai Wei ODL 23 2 0 13 Aug 2018
BACH: Grand Challenge on Breast Cancer Histology Images Guilherme Aresta Teresa Araújo S. Kwok Sai Saketh Chennamsetty P. MohammedSafwanK. ... L. Boulmane A. Campilho C. Eloy A. Polónia Paulo Aguiar 418 575 0 13 Aug 2018
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks Christopher P. Bridge M. Rosenthal Bradley Wright Gopal Kotecha F. Fintelmann ... Caitlin Zellers Neil A. Tenenholtz Mark H. Michalski B. Wolpin Katherine P. Andriole 24 57 0 11 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 88 248 0 11 Aug 2018
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary Guohao Li Juan Carlos Niebles Cees G. M. Snoek Fabian Caba Heilbron Humam Alwassel Victor Escorcia Ranjay Krishna S. Buch Cuong Duc Dao 107 65 0 11 Aug 2018
Community Regularization of Visually-Grounded Dialog Akshat Agarwal Swaminathan Gurumurthy Vasu Sharma M. Lewis Katia Sycara 73 10 0 10 Aug 2018