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
Multimodal Transformer with Multi-View Visual Representation for Image Captioning Jun-chen Yu Jing Li Zhou Yu Qingming Huang ViT 27 377 0 20 May 2019
Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation Linfeng Zhang Jiebo Song Anni Gao Jingwei Chen Chenglong Bao Kaisheng Ma FedML 27 846 0 17 May 2019
Orthogonal Deep Neural Networks Kui Jia Shuai Li Yuxin Wen Tongliang Liu Dacheng Tao 39 132 0 15 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 36 2,290 0 13 May 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 400 4,694 0 13 May 2019
Training CNNs with Selective Allocation of Channels Jongheon Jeong Jinwoo Shin CVBM 39 15 0 11 May 2019
Multi-scale Aggregation R-CNN for 2D Multi-person Pose Estimation Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 34 9 0 10 May 2019
Advancements in Image Classification using Convolutional Neural Network F. Sultana Abu Sufian P. Dutta 20 273 0 08 May 2019
Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting N. Gessert T. Sentker F. Madesta Rüdiger Schmitz H. Kniep Ivo M. Baltruschat R. Werner Alexander Schlaefer 27 118 0 07 May 2019
High Frequency Residual Learning for Multi-Scale Image Classification Bowen Cheng Rong Xiao Jianfeng Wang Thomas Huang Lei Zhang 34 21 0 07 May 2019
A Review of Object Detection Models based on Convolutional Neural Network F. Sultana Abu Sufian P. Dutta ObjD 19 203 0 05 May 2019
Semantic Segmentation of Video Sequences with Convolutional LSTMs Andreas Pfeuffer Karina Schulz Klaus C. J. Dietmayer SSeg 27 46 0 03 May 2019
Billion-scale semi-supervised learning for image classification I. Z. Yalniz Hervé Jégou Kan Chen Manohar Paluri D. Mahajan SSL 36 458 0 02 May 2019
RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles Ramin Nabati Hairong Qi ObjD 25 146 0 01 May 2019
A Review of Modularization Techniques in Artificial Neural Networks Mohammed Amer Tomás Maul 26 80 0 29 Apr 2019
Local Relation Networks for Image Recognition Han Hu Zheng-Wei Zhang Zhenda Xie Stephen Lin FAtt 32 498 0 25 Apr 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers Kui Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 34 32 0 25 Apr 2019
Attention Augmented Convolutional Networks Irwan Bello Barret Zoph Ashish Vaswani Jonathon Shlens Quoc V. Le 46 999 0 22 Apr 2019
Question Guided Modular Routing Networks for Visual Question Answering Yanze Wu Qiang Sun Jianqi Ma Bin Li Yanwei Fu Yao Peng Xiangyang Xue 23 1 0 17 Apr 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Yunpeng Chen Haoqi Fan Bing Xu Zhicheng Yan Yannis Kalantidis Marcus Rohrbach Shuicheng Yan Jiashi Feng 53 552 0 10 Apr 2019
Prime Sample Attention in Object Detection Yuhang Cao Kai-xiang Chen Chen Change Loy Dahua Lin ObjD 21 202 0 09 Apr 2019
$UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments$ UG $^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments Ye Yuan Wenhan Yang Wenqi Ren Xin Liu Cheng Chi Haiquan Wang 3DV 46 227 0 09 Apr 2019
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks Yauhen Babakhin A. Sanakoyeu Hirotoshi Kitamura 24 59 0 09 Apr 2019
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification Yunyang Xiong Hyunwoo Kim Varsha Hedau 48 19 0 07 Apr 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 16 992 0 07 Apr 2019
Effective and Efficient Dropout for Deep Convolutional Neural Networks Shaofeng Cai Jinyang Gao Gang Chen Beng Chin Ooi Wei Wang Meihui Zhang BDL 18 53 0 06 Apr 2019
Resource Efficient 3D Convolutional Neural Networks Okan Kopuklu Neslihan Köse Ahmet Gunduz Gerhard Rigoll 27 186 0 04 Apr 2019
Super accurate low latency object detection on a surveillance UAV Maarten Vandersteegen Kristof Van Beeck Toon Goedemé 32 20 0 03 Apr 2019
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints Shaofeng Cai Gang Chen Beng Chin Ooi Jinyang Gao 25 19 0 03 Apr 2019
SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection Sanping Zhou Jimuyang Zhang Jinjun Wang Fei Wang Dong Huang 21 12 0 29 Mar 2019
ThunderNet: Towards Real-time Generic Object Detection Zheng Qin Zeming Li Zhaoning Zhang Yiping Bao Gang Yu Yuxing Peng Jian Sun ObjD 32 255 0 28 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 29 12 0 27 Mar 2019
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization Siyuan Qiao Huiyu Wang Chenxi Liu Wei Shen Alan Yuille MQ 32 144 0 25 Mar 2019
The LogBarrier adversarial attack: making effective use of decision boundary information Chris Finlay Aram-Alexandre Pooladian Adam M. Oberman AAML 26 25 0 25 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 22 505 0 22 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 22 68 0 20 Mar 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 51 2,003 0 15 Mar 2019
TableBank: A Benchmark Dataset for Table Detection and Recognition Minghao Li Lei Cui Shaohan Huang Furu Wei M. Zhou Zhoujun Li LMTD 22 169 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 25 46 0 04 Mar 2019
PEA265: Perceptual Assessment of Video Compression Artifacts Liqun Lin Shiqi Yu Tiesong Zhao Zhou Wang 29 26 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 29 295 0 28 Feb 2019
Nonlinear Approximation via Compositions Zuowei Shen Haizhao Yang Shijun Zhang 26 92 0 26 Feb 2019
ParticleNet: Jet Tagging via Particle Clouds H. Qu L. Gouskos 3DPC MU 30 229 0 22 Feb 2019
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks Domen Tabernik Matej Kristan A. Leonardis 16 22 0 20 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 16 37 0 19 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 24 1,419 0 16 Feb 2019
RES-SE-NET: Boosting Performance of Resnets by Enhancing Bridge-connections V. Varshaneya S. Balasubramanian Darshan Gera 21 13 0 16 Feb 2019
MultiGrain: a unified image embedding for classes and instances Maxim Berman Hervé Jégou Andrea Vedaldi Iasonas Kokkinos Matthijs Douze 15 110 0 14 Feb 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 40 1,665 0 13 Feb 2019
On Residual Networks Learning a Perturbation from Identity Michael Hauser 27 4 0 11 Feb 2019