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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
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 315 460 0 30 Nov 2018
Parsing R-CNN for Instance-Level Human Analysis Lu Yang Q. Song Zhihui Wang Ming Jiang SSeg 131 123 0 30 Nov 2018
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 205 202 0 29 Nov 2018
Grid R-CNN Xin Lu Buyu Li Yuxin Yue Quanquan Li Junjie Yan ObjD 76 385 0 29 Nov 2018
Global Second-order Pooling Convolutional Networks Zilin Gao Jiangtao Xie Qilong Wang P. Li 117 336 0 29 Nov 2018
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 147 29 0 28 Nov 2018
Skin lesion segmentation using U-Net and good training strategies Frederico Guth Teofilo de Campos SSeg 36 7 0 27 Nov 2018
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 214 2,039 0 27 Nov 2018
ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies Bao Wang Binjie Yuan Zuoqiang Shi Stanley J. Osher AAML OOD 78 15 0 26 Nov 2018
LSTA: Long Short-Term Attention for Egocentric Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz EgoV 82 143 0 26 Nov 2018
Evolving Space-Time Neural Architectures for Videos A. Piergiovanni A. Angelova Alexander Toshev Michael S. Ryoo 98 57 0 26 Nov 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 112 1,654 0 25 Nov 2018
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications Jongsoo Park Maxim Naumov Protonu Basu Summer Deng Aravind Kalaiah ... Lin Qiao Vijay Rao Nadav Rotem S. Yoo M. Smelyanskiy FedML GNN BDL 102 187 0 24 Nov 2018
A Novel Technique for Evidence based Conditional Inference in Deep Neural Networks via Latent Feature Perturbation Dinesh Khandelwal Suyash Agrawal Parag Singla Chetan Arora 52 1 0 24 Nov 2018
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments Abdul Dakkak Cheng-rong Li Simon Garcia De Gonzalo Jinjun Xiong Wen-mei W. Hwu 50 19 0 24 Nov 2018
Efficient Structured Pruning and Architecture Searching for Group Convolution Ruizhe Zhao Wayne Luk 114 16 0 23 Nov 2018
Mask R-CNN with Pyramid Attention Network for Scene Text Detection Zhida Huang Zhuoyao Zhong Lei-huan Sun Qiang Huo 66 81 0 22 Nov 2018
Data Augmentation using Random Image Cropping and Patching for Deep CNNs Ryo Takahashi Takashi Matsubara K. Uehara 109 331 0 22 Nov 2018
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 90 154 0 22 Nov 2018
Pneumonia Detection in Chest Radiographs The DeepRadiology Team 32 18 0 21 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 235 1,089 0 21 Nov 2018
Graph-Adaptive Pruning for Efficient Inference of Convolutional Neural Networks Mengdi Wang Qing Zhang Jun Yang Xiaoyuan Cui Wei Lin GNN 55 2 0 21 Nov 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 146 1,699 0 20 Nov 2018
Building Efficient Deep Neural Networks with Unitary Group Convolutions Ritchie Zhao Yuwei Hu Jordan Dotzel Christopher De Sa Zhiru Zhang 86 28 0 19 Nov 2018
Deep Active Learning with a Neural Architecture Search Yonatan Geifman Ran El-Yaniv AI4CE 98 45 0 19 Nov 2018
Higher-order Network for Action Recognition Jie Shao Xiangyang Xue 47 0 0 19 Nov 2018
A Variational Dirichlet Framework for Out-of-Distribution Detection Wenhu Chen Yilin Shen Xin Eric Wang Wenjie Wang UQCV 69 9 0 18 Nov 2018
CIFAR10 to Compare Visual Recognition Performance between Deep Neural Networks and Humans T. Ho-Phuoc 65 42 0 18 Nov 2018
PydMobileNet: Improved Version of MobileNets with Pyramid Depthwise Separable Convolution Van-Thanh Hoang K. Jo 63 3 0 17 Nov 2018
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism Yanping Huang Yonglong Cheng Ankur Bapna Orhan Firat Mia Xu Chen ... HyoukJoong Lee Jiquan Ngiam Quoc V. Le Yonghui Wu Zhifeng Chen GNN MoE 72 7 0 16 Nov 2018
Residual Convolutional Neural Network Revisited with Active Weighted Mapping HyoungHo Jung Ryong Lee Sanghwan Lee Wonjun Hwang 28 5 0 16 Nov 2018
ShuffleDet: Real-Time Vehicle Detection Network in On-board Embedded UAV Imagery S. Azimi 70 35 0 15 Nov 2018
Drop-Activation: Implicit Parameter Reduction and Harmonic Regularization Senwei Liang Y. Khoo Haizhao Yang AI4CE 28 1 0 14 Nov 2018
NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification Rongcheng Lin Jing Xiao Jianping Fan VLM 94 103 0 12 Nov 2018
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network Qijie Zhao Tao Sheng Yongtao Wang Zhi Tang Ying-Cong Chen Lingyi Cai Haibin Ling ObjD 81 801 0 12 Nov 2018
HSD-CNN: Hierarchically self decomposing CNN architecture using class specific filter sensitivity analysis Kasanagottu Sairam J. Mukherjee A. Patra P. Das 65 5 0 11 Nov 2018
Integrating Multiple Receptive Fields through Grouped Active Convolution Yunho Jeon Junmo Kim 47 4 0 11 Nov 2018
Learning Dense Stereo Matching for Digital Surface Models from Satellite Imagery Wayne Treible Scott Sorensen A. D. Gilliam Chandra Kambhamettu Miroslav Pajic 3DV 46 4 0 08 Nov 2018
Alpha-Integration Pooling for Convolutional Neural Networks O. Elbagalati Mustafa Hajij 51 3 0 08 Nov 2018
Activation Functions: Comparison of trends in Practice and Research for Deep Learning S. Bodenstedt Dominik Rivoir A. Gachagan S. T. Mees 115 1,280 0 08 Nov 2018
Synaptic Strength For Convolutional Neural Network Robert Frank Martorano Zhao Zhong Wei Wu Junjie Yan CVBM 70 32 0 06 Nov 2018
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization Xinbang Zhang Zehao Huang Naiyan Wang 83 94 0 05 Nov 2018
StNet: Local and Global Spatial-Temporal Modeling for Action Recognition Dongliang He Zhichao Zhou Chuang Gan Fu Li Xiao-Chang Liu Yandong Li Limin Wang Shilei Wen 113 135 0 05 Nov 2018
Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates Mohammad Saeed Shafiee M. Shafiee A. Wong AI4CE 18 4 0 05 Nov 2018
Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance Zechun Liu Wenhan Luo Baoyuan Wu Xin Yang Wen Liu K. Cheng MQ 80 96 0 04 Nov 2018
Image Chat: Engaging Grounded Conversations Kurt Shuster Samuel Humeau Antoine Bordes Jason Weston 140 119 0 02 Nov 2018
Learning from Large-scale Noisy Web Data with Ubiquitous Reweighting for Image Classification Jia Li Yafei Song Jian-Qi Zhu Lele Cheng Ying Su Lin Ye P. Yuan Shumin Han NoLa 64 23 0 02 Nov 2018
A Bayesian Perspective of Convolutional Neural Networks through a Deconvolutional Generative Model Yujia Wang Nhat Ho David J. Miller Anima Anandkumar Michael I. Jordan Richard G. Baraniuk BDL GAN 96 8 0 01 Nov 2018
Methods for Segmentation and Classification of Digital Microscopy Tissue Images Q. Vu S. Graham Minh-Son To Muhammad Shaban Talha Qaiser ... Tianhao Zhao Rajarsi R. Gupta J. T. Kwak Nasir M. Rajpoot Joel H. Saltz 132 277 0 31 Oct 2018
Compact Generalized Non-local Network Kaiyu Yue Ming Sun Yuchen Yuan Feng Zhou Errui Ding Fuxin Xu 83 162 0 31 Oct 2018