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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
Spatio-temporal Tubelet Feature Aggregation and Object Linking in Videos Daniel Cores V. Brea M. Mucientes ViT 59 1 0 01 Apr 2020
Regularizing Class-wise Predictions via Self-knowledge Distillation Sukmin Yun Jongjin Park Kimin Lee Jinwoo Shin 99 282 0 31 Mar 2020
MUXConv: Information Multiplexing in Convolutional Neural Networks Zhichao Lu Kalyanmoy Deb Vishnu Boddeti 50 46 0 31 Mar 2020
Designing Network Design Spaces Ilija Radosavovic Raj Prateek Kosaraju Ross B. Girshick Kaiming He Piotr Dollár GNN 212 1,707 0 30 Mar 2020
TResNet: High Performance GPU-Dedicated Architecture T. Ridnik Hussam Lawen Asaf Noy Emanuel Ben-Baruch Gilad Sharir Itamar Friedman OOD 139 216 0 30 Mar 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets D. Haase Manuel Amthor 89 136 0 30 Mar 2020
Multi-Objective Matrix Normalization for Fine-grained Visual Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 89 70 0 30 Mar 2020
Semantically Multi-modal Image Synthesis Zhen Zhu Zhi-liang Xu Ansheng You X. Bai 276 95 0 28 Mar 2020
Edge Intelligence: Architectures, Challenges, and Applications Dianlei Xu Tong Li Yong Li Xiang Su Sasu Tarkoma Tao Jiang Jon Crowcroft Pan Hui 116 29 0 26 Mar 2020
Memory Enhanced Global-Local Aggregation for Video Object Detection Yihong Chen Yue Cao Han Hu Liwei Wang 191 262 0 26 Mar 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection Jianyuan Guo Kai Han Yunhe Wang Chao Zhang Zhaohui Yang Hanxue Wu Xinghao Chen Chang Xu 87 99 0 26 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 187 123 0 26 Mar 2020
Circumventing Outliers of AutoAugment with Knowledge Distillation Longhui Wei Anxiang Xiao Lingxi Xie Xin Chen Xiaopeng Zhang Qi Tian 80 62 0 25 Mar 2020
Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives Duo Li Qifeng Chen 267 19 0 24 Mar 2020
Video Object Grounding using Semantic Roles in Language Description Arka Sadhu Kan Chen Ram Nevatia 145 48 0 24 Mar 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 414 674 0 23 Mar 2020
Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection Suyog Jadhav Udbhav Bamba Arnav Chavan Rishabh Tiwari A. Raj 45 3 0 23 Mar 2020
Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology Xinyu Liu Xiren Miao Hao Jiang Jia Chen 57 12 0 22 Mar 2020
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic Segmentation Quan Zhou Dechun Cong B. Kang Xiaofu Wu B. Zheng Huimin Lu Longin Jan Latecki SSeg ISeg 66 0 0 21 Mar 2020
Multilayer Dense Connections for Hierarchical Concept Classification T. Parag Hongcheng Wang 33 1 0 19 Mar 2020
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression Yawei Li Shuhang Gu Christoph Mayer Luc Van Gool Radu Timofte 225 192 0 19 Mar 2020
PIC: Permutation Invariant Convolution for Recognizing Long-range Activities Noureldien Hussein E. Gavves A. Smeulders VLM 79 13 0 18 Mar 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 155 676 0 17 Mar 2020
Research on a New Convolutional Neural Network Model Combined with Random Edges Adding Xuanyu Shu Jin Zhang Sen Tian Sheng Chen Lingyu Chen 20 0 0 17 Mar 2020
Revisiting the Sibling Head in Object Detector Guanglu Song Yu Liu Xiaogang Wang ObjD 260 352 0 17 Mar 2020
SlimConv: Reducing Channel Redundancy in Convolutional Neural Networks by Weights Flipping Jiaxiong Qiu Cai Chen Shuaicheng Liu B. Zeng 121 41 0 16 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 347 237 0 16 Mar 2020
Extended Feature Pyramid Network for Small Object Detection Chunfang Deng Mengmeng Wang Lu Liu Yong Liu ObjD 127 253 0 16 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 165 676 0 15 Mar 2020
A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems Qingchao Zhang X. Ye Hongcheng Liu Yunmei Chen 31 3 0 15 Mar 2020
Learning Unbiased Representations via Mutual Information Backpropagation R. Ragonesi Riccardo Volpi Jacopo Cavazza Vittorio Murino FaML SSL 64 30 0 13 Mar 2020
PointINS: Point-based Instance Segmentation Lu Qi Xinming Zhang Yukang Chen Ying-Cong Chen Xiangyu Zhang Jian Sun Jiaya Jia ISeg 3DPC 108 31 0 13 Mar 2020
On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited Xue Yang Junchi Yan 139 151 0 12 Mar 2020
A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth Yiping Lu Chao Ma Yulong Lu Jianfeng Lu Lexing Ying MLT 169 79 0 11 Mar 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 333 466 0 11 Mar 2020
Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes Genshun Dong Y. Yan Chunhua Shen Hanzi Wang SSeg 80 106 0 11 Mar 2020
Regularized Adaptation for Stable and Efficient Continuous-Level Learning on Image Processing Networks Hyeongmin Lee Taeoh Kim Hanbin Son Sang Y. Baek Minsu Cheon Sangyoun Lee 68 0 0 11 Mar 2020
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks Sungha Choi J. Kim Jaegul Choo SSeg 211 156 0 11 Mar 2020
PBRnet: Pyramidal Bounding Box Refinement to Improve Object Localization Accuracy Li Xiao Yufan Luo Chunlong Luo Lianhe Zhao Quanshui Fu Guoqing Yang Anpeng Huang Yi Zhao ObjD 81 4 0 10 Mar 2020
A Multi-Agent Reinforcement Learning Approach For Safe and Efficient Behavior Planning Of Connected Autonomous Vehicles Songyang Han Shangli Zhou Jiangwei Wang Lynn Pepin Caiwen Ding Jie Fu Fei Miao 77 24 0 09 Mar 2020
Dense Dilated Convolutions Merging Network for Land Cover Classification Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 136 117 0 09 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng Stefanos Zafeiriou 96 61 0 08 Mar 2020
CPM R-CNN: Calibrating Point-guided Misalignment in Object Detection Bin Zhu Q. Song Lu Yang Zhihui Wang Chun Liu Mengjie Hu 3DPC ObjD 146 15 0 07 Mar 2020
A Survey on Deep Hashing Methods Xiao Luo Haixin Wang Huasong Zhong C. L. Philip Chen Minghua Deng Jianqiang Huang Xiansheng Hua 159 182 0 04 Mar 2020
Anytime Inference with Distilled Hierarchical Neural Ensembles Adria Ruiz Jakob Verbeek UQCV BDL FedML 93 6 0 03 Mar 2020
A New Dataset, Poisson GAN and AquaNet for Underwater Object Grabbing Chongwei Liu Zhihui Wang Shijie Wang Tao Tang Yulong Tao Caifei Yang Haojie Li Xing Liu Xin-Yue Fan 70 53 0 03 Mar 2020
Curriculum By Smoothing Samarth Sinha Animesh Garg Hugo Larochelle 121 7 0 03 Mar 2020
Iterative Averaging in the Quest for Best Test Error Diego Granziol Xingchen Wan Samuel Albanie Stephen J. Roberts 84 3 0 02 Mar 2020
Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness Ahmadreza Jeddi M. Shafiee Michelle Karg C. Scharfenberger A. Wong OOD AAML 129 67 0 02 Mar 2020
Plug & Play Convolutional Regression Tracker for Video Object Detection Ye Lyu M. Yang G. Vosselman Guisong Xia ObjD 71 2 0 02 Mar 2020