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 / 204 papers shown

Title
A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization Ming Dai Jian Hu Jiedong Zhuang E. Zheng ViT 45 111 0 23 Jan 2022
Short Range Correlation Transformer for Occluded Person Re-Identification Yunbin Zhao Song-Chun Zhu Dongsheng Wang Zhiwei Liang ViT 15 22 0 04 Jan 2022
Explore Long-Range Context feature for Speaker Verification Zhuo Li 33 6 0 14 Dec 2021
Deep ViT Features as Dense Visual Descriptors Shirzad Amir Yossi Gandelsman Shai Bagon Tali Dekel MDE ViT 36 273 0 10 Dec 2021
Detect Faces Efficiently: A Survey and Evaluations Yuantao Feng Shiqi Yu Hanyang Peng Yan-Ran Li Jianguo Zhang CVBM 3DH 28 29 0 03 Dec 2021
StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions Lukas Höllein Justin Johnson Matthias Nießner 3DH 27 61 0 02 Dec 2021
Image denoising by Super Neurons: Why go deep? Junaid Malik S. Kiranyaz Moncef Gabbouj SupR 16 2 0 29 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 39 302 0 19 Nov 2021
Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery Hasan Nasrallah Mustafa Shukor A. Ghandour SSeg 26 4 0 12 Nov 2021
Using neural networks to solve the 2D Poisson equation for electric field computation in plasma fluid simulations Li Cheng Ekhi Ajuria Illarramendi Guillaume Bogopolsky M. Bauerheim B. Cuenot 45 19 0 27 Sep 2021
Asymmetric 3D Context Fusion for Universal Lesion Detection Jiancheng Yang Yi He Kaiming Kuang Zudi Lin Hanspeter Pfister Bingbing Ni 3DPC MedIm 33 22 0 17 Sep 2021
nnFormer: Interleaved Transformer for Volumetric Segmentation Hong-Yu Zhou J. Guo Yinghao Zhang Lequan Yu Liansheng Wang Yizhou Yu ViT MedIm 27 307 0 07 Sep 2021
Dead Pixel Test Using Effective Receptive Field Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim 27 25 0 31 Aug 2021
Do Vision Transformers See Like Convolutional Neural Networks? M. Raghu Thomas Unterthiner Simon Kornblith Chiyuan Zhang Alexey Dosovitskiy ViT 67 924 0 19 Aug 2021
Reference-based Defect Detection Network Zhaoyang Zeng Bei Liu Jianlong Fu Hongyang Chao ObjD 26 33 0 10 Aug 2021
Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations Oliver Rippel Arnav Chavan Chucai Lei Dorit Merhof 44 18 0 09 Aug 2021
RCA-IUnet: A residual cross-spatial attention guided inception U-Net model for tumor segmentation in breast ultrasound imaging Narinder Singh Punn Sonali Agarwal 32 59 0 05 Aug 2021
PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion Yu Fu Tianyang Xu Xiaojun Wu J. Kittler ViT 27 37 0 29 Jul 2021
Addressing materials' microstructure diversity using transfer learning Aurèle Goetz Ali Riza Durmaz Martin Müller Akhil Thomas D. Britz P. Kerfriden C. Eberl OOD 22 21 0 29 Jul 2021
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction A. Salehi M. Balasubramanian MDE 13 14 0 09 Jul 2021
Fully Transformer Networks for Semantic Image Segmentation Sitong Wu Tianyi Wu Fangjian Lin Sheng Tian Guodong Guo ViT 34 39 0 08 Jun 2021
Progressive Multi-scale Fusion Network for RGB-D Salient Object Detection Guangyu Ren Yanchun Xie Tianhong Dai Tania Stathaki 21 6 0 07 Jun 2021
Resolution learning in deep convolutional networks using scale-space theory Silvia L.Pintea Nergis Tomen Stanley F. Goes Marco Loog J. C. V. Gemert SupR SSL 30 37 0 07 Jun 2021
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Yufei Xu Qiming Zhang Jing Zhang Dacheng Tao ViT 65 329 0 07 Jun 2021
SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks Kuan Zhang Haoji Hu Kenneth A. Philbrick G. Conte Joseph D. Sobek Pouria Rouzrokh Bradley J. Erickson GAN MedIm 21 76 0 04 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 44 4,836 0 31 May 2021
Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks Khaled Koutini Hamid Eghbalzadeh Gerhard Widmer 25 46 0 26 May 2021
A Feature Fusion-Net Using Deep Spatial Context Encoder and Nonstationary Joint Statistical Model for High Resolution SAR Image Classification Wenkai Liang Yan Wu Ming Li Peng Zhang Yi Cao Xin Hu 37 6 0 11 May 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 274 2,603 0 04 May 2021
Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network Gaochang Wu Yebin Liu Lu Fang Tianyou Chai 20 56 0 14 Apr 2021
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning Mandela Patrick Yuki M. Asano Bernie Huang Ishan Misra Florian Metze Joao Henriques Andrea Vedaldi AI4TS 29 33 0 18 Mar 2021
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline Konrad Heidler Lichao Mou C. Baumhoer A. Dietz Xiaoxiang Zhu 36 111 0 02 Mar 2021
Scale Normalized Image Pyramids with AutoFocus for Object Detection Bharat Singh Mahyar Najibi Abhishek Sharma L. Davis ObjD 24 18 0 10 Feb 2021
End-to-end Interpretable Neural Motion Planner Wenyuan Zeng Wenjie Luo Simon Suo Abbas Sadat Binh Yang Sergio Casas R. Urtasun 3DV 25 399 0 17 Jan 2021
Inception Convolution with Efficient Dilation Search Jie Liu Chuming Li Feng Liang Chen Lin Ming-hui Sun Junjie Yan Wanli Ouyang Dong Xu 39 27 0 25 Dec 2020
Attentional Local Contrast Networks for Infrared Small Target Detection Yimian Dai Yiquan Wu Fei Zhou Kobus Barnard 15 393 0 15 Dec 2020
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu Xintao Wang Kai-xiang Chen Bolei Zhou Chen Change Loy GAN 27 89 0 09 Dec 2020
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images Qijian Zhang Runmin Cong Chongyi Li Ming-Ming Cheng Yuming Fang Xiaochun Cao Yao-Min Zhao Sam Kwong 27 212 0 26 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 22 23 0 06 Nov 2020
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping Khaled Koutini Florian Henkel Hamid Eghbalzadeh Gerhard Widmer 22 9 0 05 Nov 2020
Lane detection in complex scenes based on end-to-end neural network Wenbo Liu Fei Yan Kuan Tang Jiyong Zhang T. Deng 31 2 0 26 Oct 2020
Deep learning for time series classification Hassan Ismail Fawaz BDL AI4TS 43 35 0 01 Oct 2020
ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation Bryar Shareef Aleksandar Vakanski Min Xian Phoebe E. Freer 16 47 0 27 Sep 2020
Thermal and IR Drop Analysis Using Convolutional Encoder-Decoder Networks V. A. Chhabria V. Ahuja Ashwath Prabhu Nikhil Patil Palkesh Jain S. Sapatnekar 15 51 0 18 Sep 2020
Adaptive Convolution Kernel for Artificial Neural Networks F. B. Tek Ilker Çam D. Karli 14 12 0 14 Sep 2020
Progressively Guided Alternate Refinement Network for RGB-D Salient Object Detection Shuhan Chen Y. Fu ObjD MDE 21 119 0 17 Aug 2020
Hierarchical Context Embedding for Region-based Object Detection Zhao-Min Chen Xin Jin Borui Zhao Xiaoqin Zhang Yanwen Guo ObjD 33 29 0 04 Aug 2020
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition M. E. Kalfaoglu Sinan Kalkan Aydin Alatan 3DPC 33 140 0 03 Aug 2020
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