Detail-Preserving Pooling in Deep Networks

11 April 2018

Michael Goesele

Papers citing "Detail-Preserving Pooling in Deep Networks"

34 / 34 papers shown

Title
Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ Segmentation Jin Yang Daniel S. Marcus Aristeidis Sotiras SSeg 28 5 0 12 Mar 2024
NOAH: Learning Pairwise Object Category Attentions for Image Classification Chao Li Aojun Zhou Anbang Yao VLM 32 2 0 04 Feb 2024
Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images Zhenyuan Ning Yixiao Mao Qianjin Feng Shengzhou Zhong Yu Zhang 18 0 0 02 Aug 2023
Content-Adaptive Downsampling in Convolutional Neural Networks Robin Hesse Simone Schaub-Meyer Stefan Roth 17 4 0 16 May 2023
Progressive Meta-Pooling Learning for Lightweight Image Classification Model Peijie Dong Xin-Yi Niu Zhiliang Tian Lujun Li Xiaodong Wang Zimian Wei H. Pan Dongsheng Li VLM 32 7 0 24 Jan 2023
Self-Attentive Pooling for Efficient Deep Learning Fang Chen Gourav Datta Souvik Kundu P. Beerel 76 6 0 16 Sep 2022
Temporal Lift Pooling for Continuous Sign Language Recognition Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 18 40 0 18 Jul 2022
Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling Mingxing Xu Chenglin Li Wenrui Dai Siheng Chen Junni Zou P. Frossard H. Xiong 32 2 0 31 May 2022
Logarithmic Morphological Neural Nets robust to lighting variations Guillaume Noyel Emile Barbier--Renard M. Jourlin T. Fournel 19 1 0 20 Apr 2022
Fully Convolutional Fractional Scaling Michael Soloveitchik M. Werman 18 0 0 20 Mar 2022
Learning strides in convolutional neural networks Rachid Riad O. Teboul David Grangier Neil Zeghidour 30 41 0 03 Feb 2022
LogAvgExp Provides a Principled and Performant Global Pooling Operator S. Lowe Thomas Trappenberg Sageev Oore FAtt 19 2 0 02 Nov 2021
AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling Alexandros Stergiou R. Poppe 32 78 0 01 Nov 2021
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP Jihao Liu Hongsheng Li Guanglu Song Xin Huang Yu Liu ViT 37 35 0 08 Oct 2021
Learnable Discrete Wavelet Pooling (LDW-Pooling) For Convolutional Networks Bo Wang J. Hsieh Ming-Ching Chang Ping-Yang Chen Lipeng Ke Siwei Lyu FAtt 19 8 0 13 Sep 2021
Learning Deep Morphological Networks with Neural Architecture Search Yufei Hu Nacim Belkhir Jesús Angulo Angela Yao Gianni Franchi AI4CE 28 20 0 14 Jun 2021
LiftPool: Bidirectional ConvNet Pooling Jiaojiao Zhao Cees G. M. Snoek 8 19 0 02 Apr 2021
Modeling the Nonsmoothness of Modern Neural Networks Runze Liu Chau-Wai Wong H. Dai FAtt 11 0 0 26 Mar 2021
Meta-learning of Pooling Layers for Character Recognition Takato Otsuzuki Heon Song S. Uchida Hideaki Hayashi 29 2 0 17 Mar 2021
A new approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms Chen Zhao Haipeng Tang Daniel Mcgonigle Zhuo He Chaoyang Zhang Yu-Ping Wang Hong-Wen Deng Robert Bober Weihua Zhou 14 6 0 25 Jan 2021
Refining activation downsampling with SoftPool Alexandros Stergiou R. Poppe Grigorios Kalliatakis 17 158 0 02 Jan 2021
CARAFE++: Unified Content-Aware ReAssembly of FEatures Jiaqi Wang Kai-xiang Chen Rui Xu Ziwei Liu Chen Change Loy Dahua Lin 16 54 0 07 Dec 2020
Receptive Field Size Optimization with Continuous Time Pooling Dóra Babicz Soma Kontár M. Peto András Fülöp Gergely Szabó A. Horváth 13 1 0 02 Nov 2020
Density-embedding layers: a general framework for adaptive receptive fields Francesco Cicala Luca Bortolussi 16 0 0 23 Jun 2020
Multi Layer Neural Networks as Replacement for Pooling Operations Wolfgang Fuhl Enkelejda Kasneci 6 10 0 12 Jun 2020
Regularized Pooling Takato Otsuzuki Hideaki Hayashi Yuchen Zheng S. Uchida 11 5 0 06 May 2020
Learning in the Frequency Domain Kai Xu Minghai Qin Fei Sun Yuhao Wang Yen-kuang Chen Fengbo Ren 36 393 0 27 Feb 2020
Radius Adaptive Convolutional Neural Network Meisam Rakhshanfar 20 0 0 25 Nov 2019
LIP: Local Importance-based Pooling Ziteng Gao Limin Wang Gangshan Wu FAtt 29 94 0 12 Aug 2019
Universal Pooling -- A New Pooling Method for Convolutional Neural Networks Junhyuk Hyun Hongje Seong Euntai Kim 13 26 0 26 Jul 2019
A Closed-Form Learned Pooling for Deep Classification Networks Vighnesh Birodkar H. Mobahi Dilip Krishnan Samy Bengio 21 0 0 10 Jun 2019
Pixel-Adaptive Convolutional Neural Networks Hang Su Varun Jampani Deqing Sun Orazio Gallo Erik Learned-Miller Jan Kautz 15 283 0 10 Apr 2019
Hartley Spectral Pooling for Deep Learning H. M. Zhang Jianwei Ma 23 24 0 07 Oct 2018
A Survey of Model Compression and Acceleration for Deep Neural Networks Yu Cheng Duo Wang Pan Zhou Zhang Tao 29 1,087 0 23 Oct 2017