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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
Attention Augmented Convolutional Networks Irwan Bello Barret Zoph Ashish Vaswani Jonathon Shlens Quoc V. Le 160 1,022 0 22 Apr 2019
Stochastic Region Pooling: Make Attention More Expressive Mingnan Luo Guihua Wen Yang Hu Dan Dai Yingxue Xu 47 6 0 22 Apr 2019
Saliency-Guided Attention Network for Image-Sentence Matching Zhong Ji Haoran Wang Jiawei Han Yanwei Pang 78 89 0 20 Apr 2019
Data-Driven Neuron Allocation for Scale Aggregation Networks Yi Li Zhanghui Kuang Yimin Chen Wayne Zhang 89 26 0 20 Apr 2019
SCANN: Synthesis of Compact and Accurate Neural Networks Shayan Hassantabar Zeyu Wang N. Jha 45 38 0 19 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 78 1 0 17 Apr 2019
Clustered Object Detection in Aerial Images Fan Yang Heng Fan Peng Chu Erik P. Blasch Haibin Ling 80 277 0 16 Apr 2019
Matrix and tensor decompositions for training binary neural networks Adrian Bulat Jean Kossaifi Georgios Tzimiropoulos Maja Pantic MQ 37 8 0 16 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 147 3,266 0 16 Apr 2019
Single Pixel Reconstruction for One-stage Instance Segmentation Jun-chen Yu Jinghan Yao Jian Zhang Zhou Yu Dacheng Tao SSeg ISeg 60 65 0 16 Apr 2019
Pedestrian Detection in Thermal Images using Saliency Maps Debasmita Ghose S. Desai Sneha Bhattacharya Deep Chakraborty M. Fiterau Tauhidur Rahman 41 85 0 15 Apr 2019
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization Qilong Wang Jiangtao Xie W. Zuo Lei Zhang P. Li 90 99 0 15 Apr 2019
Incremental multi-domain learning with network latent tensor factorization Adrian Bulat Jean Kossaifi Georgios Tzimiropoulos Maja Pantic CLL 60 34 0 12 Apr 2019
A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class Centroids Qiuyu Zhu Pengju Zhang Xin Ye CVBM 52 39 0 12 Apr 2019
Elucidating image-to-set prediction: An analysis of models, losses and datasets Luis Villaseñor-Pineda Amaia Salvador M. Drozdzal Adriana Romero 110 12 0 11 Apr 2019
Attentive Action and Context Factorization Yanjie Wang Vinh Tran Gedas Bertasius Lorenzo Torresani Minh Hoai 31 6 0 10 Apr 2019
Curriculum semi-supervised segmentation H. Kervadec Jose Dolz Eric Granger Ismail Ben Ayed 82 84 0 10 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 111 566 0 10 Apr 2019
ThumbNet: One Thumbnail Image Contains All You Need for Recognition Chen Zhao Guohao Li 61 12 0 10 Apr 2019
Decorrelated Adversarial Learning for Age-Invariant Face Recognition Hao Wang Dihong Gong Zhifeng Li Wen Liu CVBM 67 83 0 10 Apr 2019
CondConv: Conditionally Parameterized Convolutions for Efficient Inference Brandon Yang Gabriel Bender Quoc V. Le Jiquan Ngiam MedIm 3DV 100 642 0 10 Apr 2019
SWNet: Small-World Neural Networks and Rapid Convergence Mojan Javaheripi B. Rouhani F. Koushanfar 63 11 0 09 Apr 2019
Prime Sample Attention in Object Detection Yuhang Cao Kai-xiang Chen Chen Change Loy Dahua Lin ObjD 92 202 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 153 238 0 09 Apr 2019
Intra-Ensemble in Neural Networks Yuan Gao Zixiang Cai Chen Sun FedML UQCV 47 5 0 09 Apr 2019
Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction Bin Liu Ruiming Tang Yingzhi Chen Jinkai Yu Huifeng Guo Yuzhou Zhang 3DV 76 154 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 101 59 0 09 Apr 2019
Kervolutional Neural Networks Chen Wang Jianfei Yang Lihua Xie Junsong Yuan 115 68 0 08 Apr 2019
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification Yunyang Xiong Hyunwoo Kim Varsha Hedau 113 19 0 07 Apr 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 133 1,002 0 07 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 87 78 0 06 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 118 53 0 06 Apr 2019
Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling Jiancheng Yang Qiang Zhang Bingbing Ni Linguo Li Jinxian Liu Mengdie Zhou Qi Tian 3DPC 95 382 0 06 Apr 2019
What Object Should I Use? - Task Driven Object Detection Johann Sawatzky Yaser Souri C. Grund Juergen Gall ObjD 82 27 0 05 Apr 2019
Video Classification with Channel-Separated Convolutional Networks Du Tran Heng Wang Lorenzo Torresani Matt Feiszli 3DV 164 591 0 04 Apr 2019
Libra R-CNN: Towards Balanced Learning for Object Detection Jiangmiao Pang Kai-xiang Chen Jianping Shi H. Feng Wanli Ouyang Dahua Lin ObjD 132 1,297 0 04 Apr 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 86 97 0 04 Apr 2019
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN Z. Dai Eric N Carver Chang Liu Joon-Young Lee A. Feldman Weiwei Zong Milan Pantelic Mohamed Elshaikh Ning Wen 26 5 0 04 Apr 2019
Resource Efficient 3D Convolutional Neural Networks Okan Kopuklu Neslihan Köse Ahmet Gunduz Gerhard Rigoll 69 191 0 04 Apr 2019
Super accurate low latency object detection on a surveillance UAV Maarten Vandersteegen Kristof Van Beeck Toon Goedemé 61 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 147 19 0 03 Apr 2019
Augmented Neural ODEs Emilien Dupont Arnaud Doucet Yee Whye Teh BDL 247 635 0 02 Apr 2019
Exploring Randomly Wired Neural Networks for Image Recognition Saining Xie Alexander Kirillov Ross B. Girshick Kaiming He 101 365 0 02 Apr 2019
Why ResNet Works? Residuals Generalize Fengxiang He Tongliang Liu Dacheng Tao 67 255 0 02 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 271 5,038 0 02 Apr 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip Torr 152 2,429 0 02 Apr 2019
Fully Learnable Group Convolution for Acceleration of Deep Neural Networks Xijun Wang Meina Kan Shiguang Shan Xilin Chen 86 71 0 31 Mar 2019
SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection Sanping Zhou Jimuyang Zhang Jinjun Wang Fei Wang Dong Huang 143 12 0 29 Mar 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks Thomas G. Dietterich OOD VLM 265 3,465 0 28 Mar 2019
ThunderNet: Towards Real-time Generic Object Detection Zheng Qin Zeming Li Zhaoning Zhang Yiping Bao Gang Yu Yuxing Peng Jian Sun ObjD 65 256 0 28 Mar 2019