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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
AutoSlim: Towards One-Shot Architecture Search for Channel Numbers Jiahui Yu Thomas Huang 91 56 0 27 Mar 2019
Image search using multilingual texts: a cross-modal learning approach between image and text Maxime Portaz Hicham Randrianarivo A. Nivaggioli Estelle Maudet Christophe Servan Sylvain Peyronnet 99 12 0 27 Mar 2019
AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search Linnan Wang Yiyang Zhao Yuu Jinnai Yuandong Tian Rodrigo Fonseca BDL 105 96 0 26 Mar 2019
General Probabilistic Surface Optimization and Log Density Estimation Dmitry Kopitkov Vadim Indelman 87 1 0 25 Mar 2019
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization Siyuan Qiao Huiyu Wang Chenxi Liu Wei Shen Alan Yuille MQ 145 144 0 25 Mar 2019
The LogBarrier adversarial attack: making effective use of decision boundary information Chris Finlay Aram-Alexandre Pooladian Adam M. Oberman AAML 79 25 0 25 Mar 2019
Efficiently utilizing complex-valued PolSAR image data via a multi-task deep learning framework Lamei Zhang Hongwei Dong B. Zou 37 27 0 24 Mar 2019
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang Liujuan Cao QiXiang Ye Feiyue Huang David Doermann CVBM 63 510 0 22 Mar 2019
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification Zheng Tang M. Naphade Ming-Yuan Liu Xiaodong Yang Stan Birchfield Shuo Wang Ratnesh Kumar D. Anastasiu Lei Li 83 376 0 21 Mar 2019
Deep Octonion Networks Jiasong Wu Ling Xu Youyong Kong L. Senhadji H. Shu 63 44 0 20 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 49 70 0 20 Mar 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 130 2,066 0 15 Mar 2019
Accuracy Booster: Performance Boosting using Feature Map Re-calibration Pravendra Singh Pratik Mazumder Vinay P. Namboodiri 54 16 0 11 Mar 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs Pravendra Singh Vinay Kumar Verma Piyush Rai Vinay P. Namboodiri 95 98 0 11 Mar 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax Wenqi Shao Jiamin Ren Jingyu Li Ruimao Zhang Yudian Li Xiaogang Wang Ping Luo 71 56 0 09 Mar 2019
Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention Richard Droste Yifan Cai H. Sharma P. Chatelain L. Drukker A. Papageorghiou J. A. Noble MedIm 55 33 0 07 Mar 2019
Graphical Contrastive Losses for Scene Graph Parsing Ji Zhang Kevin J. Shih Ahmed Elgammal Andrew Tao Bryan Catanzaro 135 233 0 07 Mar 2019
TableBank: A Benchmark Dataset for Table Detection and Recognition Minghao Li Lei Cui Shaohan Huang Furu Wei M. Zhou Zhoujun Li LMTD 88 176 0 05 Mar 2019
Complement Objective Training Hao-Yun Chen Pei-Hsin Wang Chun-Hao Liu Shih-Chieh Chang Jia Pan Yutian Chen Wei Wei Da-Cheng Juan AAML 73 49 0 04 Mar 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 103 800 0 02 Mar 2019
PEA265: Perceptual Assessment of Video Compression Artifacts Liqun Lin Shiqi Yu Tiesong Zhao Zhou Wang 73 29 0 01 Mar 2019
1D Convolutional Neural Network Models for Sleep Arousal Detection M. Zabihi Ali Bahrami Rad S. Kiranyaz Simo Särkkä Moncef Gabbouj 52 14 0 01 Mar 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 101 302 0 28 Feb 2019
Dynamic Multi-path Neural Network Yingcheng Su Shunfeng Zhou Yichao Wu Tian Su Ding Liang Xuebo Liu Dixin Zheng Yingxu Wang Junjie Yan Xiaolin Hu 18 3 0 28 Feb 2019
Nonlinear Approximation via Compositions Zuowei Shen Haizhao Yang Shijun Zhang 129 91 0 26 Feb 2019
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 107 234 0 26 Feb 2019
Learning Implicitly Recurrent CNNs Through Parameter Sharing Pedro H. P. Savarese Michael Maire 96 70 0 26 Feb 2019
ParticleNet: Jet Tagging via Particle Clouds H. Qu L. Gouskos 3DPC MU 113 231 0 22 Feb 2019
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks Domen Tabernik Matej Kristan A. Leonardis 70 22 0 20 Feb 2019
Large-scale mammography CAD with Deformable Conv-Nets Stephen Morrell Z. Wojna Can Son Khoo Sebastien Ourselin Juan Eugenio Iglesias MedIm AI4CE 56 15 0 19 Feb 2019
WIDER Face and Pedestrian Challenge 2018: Methods and Results Chen Change Loy Dahua Lin Wanli Ouyang Yuanjun Xiong Shuo Yang ... Qiaokang Xie Ziyang Wu Lei Lu Yiheng Liu Wen-gang Zhou CVBM 69 38 0 19 Feb 2019
Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization Weize Quan Dong‐Ming Yan Kai Wang Xiaopeng Zhang D. Pellerin 23 5 0 17 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 108 1,456 0 16 Feb 2019
RES-SE-NET: Boosting Performance of Resnets by Enhancing Bridge-connections V. Varshaneya S. Balasubramanian Darshan Gera 30 13 0 16 Feb 2019
Lightweight Feature Fusion Network for Single Image Super-Resolution Wenming Yang Wei Wang Xuechen Zhang Shuifa Sun Q. Liao 76 48 0 15 Feb 2019
MultiGrain: a unified image embedding for classes and instances Maxim Berman Hervé Jégou Andrea Vedaldi Iasonas Kokkinos Matthijs Douze 79 112 0 14 Feb 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 145 1,733 0 13 Feb 2019
To Ensemble or Not Ensemble: When does End-To-End Training Fail? Andrew M. Webb Charles Reynolds Jiajun He Henry W. J. Reeve Dan-Andrei Iliescu M. Luján Gavin Brown OOD 52 19 0 12 Feb 2019
On Residual Networks Learning a Perturbation from Identity Michael Hauser 95 5 0 11 Feb 2019
Path Capsule Networks Mohammed Amer Tomás Maul 3DPC 62 27 0 11 Feb 2019
Do We Train on Test Data? Purging CIFAR of Near-Duplicates Björn Barz Joachim Denzler 110 97 0 01 Feb 2019
VrR-VG: Refocusing Visually-Relevant Relationships Yuanzhi Liang Yalong Bai Wei Zhang Xueming Qian Li Zhu Tao Mei 3DH 136 8 0 01 Feb 2019
Adversarial Metric Attack and Defense for Person Re-identification S. Bai Yingwei Li Yuyin Zhou Qizhu Li Philip Torr AAML 103 17 0 30 Jan 2019
Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification Haoran Ren Jianlin Su Hong-wei Lu 46 14 0 29 Jan 2019
Convolutional Neural Networks with Layer Reuse Okan Kopuklu M. Babaee S. Hörmann Gerhard Rigoll 47 17 0 28 Jan 2019
PruneTrain: Fast Neural Network Training by Dynamic Sparse Model Reconfiguration Sangkug Lym Esha Choukse Siavash Zangeneh W. Wen Sujay Sanghavi M. Erez CVBM 85 88 0 26 Jan 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 231 719 0 25 Jan 2019
Three-dimensional Backbone Network for 3D Object Detection in Traffic Scenes Xuesong Li J. Guivant N. Kwok Yongzhi S. Xu Ruowei Li Hongkun Wu 3DPC 67 13 0 24 Jan 2019
Deep Reasoning with Multi-Scale Context for Salient Object Detection Zun Li Congyan Lang Yunpeng Chen Jun Hao Liew Jiashi Feng ObjD 80 14 0 24 Jan 2019
Hypergraph Convolution and Hypergraph Attention S. Bai Feihu Zhang Philip Torr GNN 116 640 0 23 Jan 2019