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
Spatially Covariant Lesion Segmentation Hang Zhang Rongguang Wang Jinwei Zhang Dongdong Liu Chao Li Jiahao Nick Li MedIm 37 7 0 19 Jan 2023
Long Range Pooling for 3D Large-Scale Scene Understanding Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 19 2 0 17 Jan 2023
SBSS: Stacking-Based Semantic Segmentation Framework for Very High Resolution Remote Sensing Image Yuanzhi Cai Lei Fan Yuan-Sheng Fang 24 17 0 15 Dec 2022
MSI: Maximize Support-Set Information for Few-Shot Segmentation Seonghyeon Moon Samuel S. Sohn Honglu Zhou Sejong Yoon Vladimir Pavlovic Muhammad Haris Khan Mubbasir Kapadia 32 17 0 09 Dec 2022
Evince the artifacts of Spoof Speech by blending Vocal Tract and Voice Source Features T. U. K. Reddy Sahukari Chaitanya Varun Kota Pranav Kumar Sankala Sreekanth K. Murty 18 0 0 05 Dec 2022
Counting Like Human: Anthropoid Crowd Counting on Modeling the Similarity of Objects Qi. Wang Juncheng Wang Junyuan Gao Yuan. Yuan Xuelong Li 33 2 0 02 Dec 2022
FREDSR: Fourier Residual Efficient Diffusive GAN for Single Image Super Resolution Kyoungwan Woo Achyuta Rajaram DiffM 24 1 0 30 Nov 2022
Towards Hard-pose Virtual Try-on via 3D-aware Global Correspondence Learning Zaiyu Huang Hanhui Li Zhenyu Xie Michael C. Kampffmeyer Qingling Cai Xiaodan Liang 3DH 19 13 0 25 Nov 2022
SinDiffusion: Learning a Diffusion Model from a Single Natural Image Weilun Wang Jianmin Bao Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 19 49 0 22 Nov 2022
A Dataset and Model for Crossing Indian Roads Siddhi Brahmbhatt 20 3 0 15 Nov 2022
PKCAM: Previous Knowledge Channel Attention Module Eslam Mohamed Bakr Ahmad El-Sallab M. Rashwan 24 1 0 14 Nov 2022
Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections Yuxiang Wei Tengfei Xue Yogesh Rathi N. Makris Fan Zhang L. O’Donnell 22 1 0 11 Nov 2022
Learning Cross-view Geo-localization Embeddings via Dynamic Weighted Decorrelation Regularization Ting Wang Zhedong Zheng Zunjie Zhu Yuhan Gao Yi Yang Chenggang Yan 25 34 0 10 Nov 2022
Care for the Mind Amid Chronic Diseases: An Interpretable AI Approach Using IoT Jiaheng Xie Xiaohang Zhao Xiang Liu Xiao Fang OOD 36 2 0 08 Nov 2022
Pixel-Wise Contrastive Distillation Junqiang Huang Zichao Guo 42 4 0 01 Nov 2022
CEC-CNN: A Consecutive Expansion-Contraction Convolutional Network for Very Small Resolution Medical Image Classification Ioannis A Vezakis A. Vezakis S. Gourtsoyianni V. Koutoulidis G. Matsopoulos D. Koutsouris 18 0 0 27 Sep 2022
SDA- $x$ Net: Selective Depth Attention Networks for Adaptive Multi-scale Feature Representation Qingbei Guo Xiaojun Wu Zhiquan Feng Tianyang Xu Cong Hu 30 3 0 21 Sep 2022
Data-Driven Deep Supervision for Skin Lesion Classification Suraj Mishra Yizhe Zhang Li Zhang Tianyu Zhang X. S. Hu Da Chen 3DH 33 10 0 04 Sep 2022
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier Francesco Foscarin Katharina Hoedt Verena Praher A. Flexer Gerhard Widmer 21 11 0 26 Aug 2022
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection Chang Xu Jinwang Wang Wen Yang Huai Yu Lei Yu Guisong Xia ObjD 39 130 0 18 Aug 2022
Deep is a Luxury We Don't Have Ahmed Taha Yen Nhi Truong Vu Brent Mombourquette Thomas P. Matthews Jason Su Sadanand Singh ViT MedIm 23 2 0 11 Aug 2022
GLASS: Global to Local Attention for Scene-Text Spotting Roi Ronen Shahar Tsiper Oron Anschel I. Lavi Amir Markovitz R. Manmatha 21 42 0 05 Aug 2022
YOLO-FaceV2: A Scale and Occlusion Aware Face Detector Ziping Yu Hongbo Huang Weijun Chen Yongxin Su Yahui Liu Xiu-Ying Wang ObjD CVBM 21 160 0 03 Aug 2022
Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images Yusuf Brima M. Atemkeng FAtt MedIm 29 0 0 01 Aug 2022
DSLA: Dynamic smooth label assignment for efficient anchor-free object detection Hu Su Yonghao He Rui Jiang Jiabin Zhang W. Zou Bin Fan 19 23 0 01 Aug 2022
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation Huimin Huang Shiao Xie Lanfen Lin Yutaro Iwamoto X. Han Yen-Wei Chen Ruofeng Tong ViT MedIm 27 45 0 29 Jul 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 29 152 0 28 Jul 2022
Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection Junpu Wang Guili Xu Fuju Yan Jinjin Wang Zhengsheng Wang ViT MedIm 26 66 0 17 Jul 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 32 34 0 14 Jun 2022
[Reproducibility Report] Explainable Deep One-Class Classification João P C Bertoldo Etienne Decencière 23 0 0 06 Jun 2022
Two Decades of Bengali Handwritten Digit Recognition: A Survey A. A. Ashikur Rahman Md. Bakhtiar Hasan Sabbir Ahmed Tasnim Ahmed Md. Hamjajul Ashmafee Mohammad Ridwan Kabir M. H. Kabir 30 24 0 05 Jun 2022
HCFormer: Unified Image Segmentation with Hierarchical Clustering Teppei Suzuki 27 0 0 20 May 2022
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training Qingyu Li Yilei Shi Xiao Xiang Zhu 18 24 0 17 May 2022
Sequencer: Deep LSTM for Image Classification Yuki Tatsunami Masato Taki VLM ViT 16 78 0 04 May 2022
HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding Xiaosong Jia Peng Wu Li Chen Y. Liu Hongyang Li Junchi Yan 26 120 0 30 Apr 2022
Temporal Relevance Analysis for Video Action Models Quanfu Fan Donghyun Kim Chun-Fu Chen Chen Stan Sclaroff Kate Saenko Sarah Adel Bargal FAtt 30 0 0 25 Apr 2022
Understanding the Influence of Receptive Field and Network Complexity in Neural-Network-Guided TEM Image Analysis Katherine Sytwu Catherine K. Groschner M. Scott 11 11 0 08 Apr 2022
HM: Hybrid Masking for Few-Shot Segmentation Seonghyeon Moon Samuel S. Sohn Honglu Zhou Sejong Yoon Vladimir Pavlovic Muhammad Haris Khan Mubbasir Kapadia 36 9 0 24 Mar 2022
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training Haitian Zheng Zhe-nan Lin Jingwan Lu Scott D. Cohen Eli Shechtman Connelly Barnes Jianming Zhang N. Xu Sohrab Amirghodsi Jiebo Luo GAN 40 53 0 22 Mar 2022
DepthGAN: GAN-based Depth Generation of Indoor Scenes from Semantic Layouts Yidi Li Yiqun Wang Zhengda Lu Jun Xiao GAN 3DV MDE 29 3 0 22 Mar 2022
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels Amnon Geifman Meirav Galun David Jacobs Ronen Basri 30 13 0 17 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 49 528 0 13 Mar 2022
DNN Training Acceleration via Exploring GPGPU Friendly Sparsity Zhuoran Song Yihong Xu Han Li Naifeng Jing Xiaoyao Liang Li Jiang 27 3 0 11 Mar 2022
A multi-task learning for cavitation detection and cavitation intensity recognition of valve acoustic signals Yufei Sha J. Faber S. Gou Bonnie M. Liu Wei Li ... T. Steckenreiter D. Vnucec Nadine Wetzstein A. Widl Kai Zhou 16 24 0 01 Mar 2022
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU Junseok Oh Donghwee Yoon Injung Kim 34 1 0 28 Feb 2022
Motion-driven Visual Tempo Learning for Video-based Action Recognition Yuanzhong Liu Junsong Yuan Zhigang Tu 21 58 0 24 Feb 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 24 637 0 20 Feb 2022
Two-stage architectural fine-tuning with neural architecture search using early-stopping in image classification Youngkee Kim Won Joon Yun Youn Kyu Lee Soyi Jung Joongheon Kim 23 5 0 17 Feb 2022
Learned Turbulence Modelling with Differentiable Fluid Solvers: Physics-based Loss-functions and Optimisation Horizons Bjorn List Li-Wei Chen Nils Thuerey 29 55 0 14 Feb 2022
Learning Features with Parameter-Free Layers Dongyoon Han Y. Yoo Beomyoung Kim Byeongho Heo 35 8 0 06 Feb 2022