Understanding the Effective Receptive Field in Deep Convolutional Neural Networks

15 January 2017

Papers citing "Understanding the Effective Receptive Field in Deep Convolutional Neural Networks"

50 / 211 papers shown

Title
CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers Jinpyo Kim Wookeun Jung Hyungmo Kim Jaejin Lee 11 31 0 21 Jul 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 20 255 0 20 Jul 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 36 127 0 14 Jul 2020
Deep Convolutional Neural Network-based Bernoulli Heatmap for Head Pose Estimation Zhongxu Hu Yang Xing Cheng Lv Peng Hang Jie Liu 3DH 19 36 0 24 May 2020
PatchGuard: A Provably Robust Defense against Adversarial Patches via Small Receptive Fields and Masking Chong Xiang A. Bhagoji Vikash Sehwag Prateek Mittal AAML 30 29 0 17 May 2020
Evaluation, Tuning and Interpretation of Neural Networks for Meteorological Applications I. Ebert‐Uphoff Kyle Hilburn 13 30 0 06 May 2020
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection Dongzhan Zhou Xinchi Zhou Hongwen Zhang Shuai Yi Wanli Ouyang VLM 24 16 0 25 Apr 2020
Data-driven Flood Emulation: Speeding up Urban Flood Predictions by Deep Convolutional Neural Networks Zifeng Guo J. Leitão N. Simões V. Moosavi AI4CE 25 117 0 17 Apr 2020
Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans Weiyi Xie Colin Jacobs Jean-Paul Charbonnier Bram van Ginneken 31 86 0 16 Apr 2020
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 3DV 24 279 0 11 Apr 2020
Comparing View-Based and Map-Based Semantic Labelling in Real-Time SLAM Zoe Landgraf Fabian Falck Michael Bloesch Stefan Leutenegger Andrew J. Davison 31 7 0 24 Feb 2020
Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification Wensi Tang Guodong Long Lu Liu Dinesh Manocha Michael Blumenstein Jing Jiang AI4TS 24 99 0 24 Feb 2020
ARMA Nets: Expanding Receptive Field for Dense Prediction Jiahao Su Shiqi Wang Furong Huang 23 1 0 15 Feb 2020
Gated Path Selection Network for Semantic Segmentation Qichuan Geng Hong Zhang Xiaojuan Qi Ruigang Yang Zhong Zhou Gao Huang 17 25 0 19 Jan 2020
Computation Reallocation for Object Detection Feng Liang Chen Lin Ronghao Guo Ming Sun Wei Wu Junjie Yan Wanli Ouyang ObjD 42 35 0 24 Dec 2019
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip Torr OOD 16 167 0 29 Nov 2019
DirectPose: Direct End-to-End Multi-Person Pose Estimation Zhi Tian Hao Chen Chunhua Shen 3DH 24 98 0 18 Nov 2019
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines Yinda Xu Zeyu Wang Zuoxin Li Yuan Ye Gang Yu 36 808 0 14 Nov 2019
Adaptive Context Network for Scene Parsing J. Fu Jing Liu Yuhang Wang Yong Li Yongjun Bao Jinhui Tang Hanqing Lu SSeg 14 139 0 05 Nov 2019
A Spectral Nonlocal Block for Neural Networks Lei Zhu Qi She Lidan Zhang Ping Guo 18 2 0 04 Nov 2019
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging Mathias Perslev M. Jensen S. Darkner P. Jennum Christian Igel AI4TS 25 243 0 24 Oct 2019
AFO-TAD: Anchor-free One-Stage Detector for Temporal Action Detection Yiping Tang Chuang Niu Minghao Dong Shenghan Ren Jimin Liang 24 10 0 18 Oct 2019
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation Hang Gao Xizhou Zhu Steve Lin Jifeng Dai 21 64 0 07 Oct 2019
3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation Yunlu Chen Thomas Mensink Masashi Sugiyama 3DPC MDE 27 25 0 03 Oct 2019
Learnable Tree Filter for Structure-preserving Feature Transform Lin Song Yanwei Li Zeming Li Gang Yu Hongbin Sun Jian Sun Nanning Zheng 19 48 0 27 Sep 2019
Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image Qingbo Wu Lei Wang K. Ngan Hongliang Li Fanman Meng Linfeng Xu 19 60 0 26 Sep 2019
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network Sheng Wan Chen Gong P. Zhong Shirui Pan Guangyu Li Jian Yang 23 145 0 26 Sep 2019
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 102 1,072 0 11 Sep 2019
PARN: Position-Aware Relation Networks for Few-Shot Learning Ziyang Wu Yuwei Li Lihua Guo Kui Jia 29 86 0 10 Sep 2019
Receptive-field-regularized CNN variants for acoustic scene classification Khaled Koutini Hamid Eghbalzadeh Gerhard Widmer 21 29 0 05 Sep 2019
LIP: Local Importance-based Pooling Ziteng Gao Limin Wang Gangshan Wu FAtt 37 94 0 12 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 32 799 0 10 Aug 2019
Single Level Feature-to-Feature Forecasting with Deformable Convolutions Josip Saric Marin Orsic Tonci Antunovic Sacha Vrazic Sinisa Segvic 19 17 0 26 Jul 2019
Compact Global Descriptor for Neural Networks Xiangyu He Ke Cheng Qiang Chen Qinghao Hu Peisong Wang Jian Cheng 31 8 0 23 Jul 2019
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition Songyang Zhang Shipeng Yan Xuming He GNN 34 81 0 28 May 2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang D. Shen 19 26 0 21 May 2019
Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields Evan Shelhamer Dequan Wang Trevor Darrell 23 35 0 25 Apr 2019
Segmenting the Future Hsu-kuang Chiu Ehsan Adeli Juan Carlos Niebles 21 44 0 24 Apr 2019
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing Peng-Zhen Zhang F. Zou Zhiwen Wu N. Dai Skarpness Mark Michael Fu Juan Zhao Kai Li CVBM 28 66 0 22 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas J. Guibas 3DPC 27 2,502 0 18 Apr 2019
Relation-Aware Global Attention for Person Re-identification Zhizheng Zhang Cuiling Lan Wenjun Zeng Xin Jin Zhibo Chen 3DPC 28 477 0 05 Apr 2019
IMEXnet: A Forward Stable Deep Neural Network E. Haber Keegan Lensink Eran Treister Lars Ruthotto 33 40 0 06 Mar 2019
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks Domen Tabernik Matej Kristan A. Leonardis 16 22 0 20 Feb 2019
A Single-shot Object Detector with Feature Aggragation and Enhancement Weiqiang Li Guizhong Liu ObjD 16 15 0 08 Feb 2019
SAFE: Scale Aware Feature Encoder for Scene Text Recognition Wei Liu Chaofeng Chen Kwan-Yee K. Wong 20 6 0 17 Jan 2019
Analyzing biological and artificial neural networks: challenges with opportunities for synergy? David Barrett Ari S. Morcos Jakob H. Macke AI4CE 25 110 0 31 Oct 2018
SCPNet: Spatial-Channel Parallelism Network for Joint Holistic and Partial Person Re-Identification Xing Fan Hao Luo Xuan Zhang Lingxiao He Chi Zhang Wei Jiang 22 91 0 16 Oct 2018
Interpreting Layered Neural Networks via Hierarchical Modular Representation C. Watanabe 21 19 0 03 Oct 2018
FCHD: Fast and accurate head detection in crowded scenes Aditya Vora Vinay Chilaka 17 7 0 24 Sep 2018
MBS: Macroblock Scaling for CNN Model Reduction Yu-Hsun Lin Chun-Nan Chou Edward Y. Chang MQ 16 4 0 18 Sep 2018