Revisiting Dynamic Convolution via Matrix Decomposition

15 March 2021

Yunsheng Li

Lu Yuan

Zicheng Liu

Mei Chen

Nuno Vasconcelos

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Papers citing "Revisiting Dynamic Convolution via Matrix Decomposition"

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Title
KernelDNA: Dynamic Kernel Sharing via Decoupled Naive Adapters Haiduo Huang Yadong Zhang Pengju Ren 49 0 0 30 Mar 2025
LSNet: See Large, Focus Small Ao Wang Hui Chen Zijia Lin J. Han Guiguang Ding 42 0 0 29 Mar 2025
Frequency Dynamic Convolution for Dense Image Prediction Linwei Chen Lin Gu Liang Li C. Yan Ying Fu 44 0 0 24 Mar 2025
FMDConv: Fast Multi-Attention Dynamic Convolution via Speed-Accuracy Trade-off Tianyu Zhang Fan Wan Haoran Duan Kevin W. Tong Jingjing Deng Yang Long 42 0 0 21 Mar 2025
Multi-Convformer: Extending Conformer with Multiple Convolution Kernels Darshan Prabhu Yifan Peng P. Jyothi Shinji Watanabe 39 0 0 04 Jul 2024
KernelWarehouse: Rethinking the Design of Dynamic Convolution Chao Li Anbang Yao 37 3 0 12 Jun 2024
Metric Convolutions: A Unifying Theory to Adaptive Convolutions Thomas Dagès M. Lindenbaum A. Bruckstein 28 1 0 08 Jun 2024
Image Captioning via Dynamic Path Customization Yiwei Ma Jiayi Ji Xiaoshuai Sun Yiyi Zhou Xiaopeng Hong Yongjian Wu Rongrong Ji 34 0 0 01 Jun 2024
SGDM: Static-Guided Dynamic Module Make Stronger Visual Models Wenjie Xing Zhenchao Cui Jing Qi 32 0 0 27 Mar 2024
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization James Oldfield Markos Georgopoulos Grigorios G. Chrysos Christos Tzelepis Yannis Panagakis M. Nicolaou Jiankang Deng Ioannis Patras MoE 42 8 0 19 Feb 2024
KernelWarehouse: Towards Parameter-Efficient Dynamic Convolution Chao Li Anbang Yao 29 6 0 16 Aug 2023
Temporally-Adaptive Models for Efficient Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Yingya Zhang Ziwei Liu Marcelo H. Ang 28 9 0 10 Aug 2023
Language Adaptive Weight Generation for Multi-task Visual Grounding Wei Su Peihan Miao Huanzhang Dou Gaoang Wang Liang Qiao Zheyang Li Xi Li ObjD 25 32 0 06 Jun 2023
GaitGCI: Generative Counterfactual Intervention for Gait Recognition Huanzhang Dou Pengyi Zhang Wei Su Yunlong Yu Yining Lin Xi Li CVBM 30 35 0 06 Jun 2023
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution Z. Su Jiehua Zhang Tianpeng Liu Zhen Liu Shuanghui Zhang M. Pietikäinen Li Liu 27 2 0 13 Apr 2023
Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention and Residual Connection in Kernel Space Seokju Yun Youngmin Ro ViT 24 2 0 13 Apr 2023
RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structure Prediction Donghao Zhou Chunbin Gu Junde Xu Furui Liu Qiong Wang Guangyong Chen Pheng-Ann Heng MoE 13 4 0 20 Dec 2022
Dual Complementary Dynamic Convolution for Image Recognition Longbin Yan Yunxiao Qin Shumin Liu Jie Chen 20 0 0 11 Nov 2022
Multi-stage image denoising with the wavelet transform Chunwei Tian Menghua Zheng W. Zuo Bob Zhang Yanning Zhang David C. Zhang 16 230 0 26 Sep 2022
Omni-Dimensional Dynamic Convolution Chao Li Aojun Zhou Anbang Yao 43 227 0 16 Sep 2022
Should All Proposals be Treated Equally in Object Detection? Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Pei Yu Jing Yin Lu Yuan Zicheng Liu Nuno Vasconcelos ObjD 16 4 0 07 Jul 2022
Shadow-Aware Dynamic Convolution for Shadow Removal Yimin Xu Mingbao Lin Hong-Taek Yang Fei Chao Rongrong Ji 38 19 0 10 May 2022
SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution Shwai He Chenbo Jiang Daize Dong Liang Ding 38 5 0 05 Apr 2022
Decomposed Temporal Dynamic CNN: Efficient Time-Adaptive Network for Text-Independent Speaker Verification Explained with Speaker Activation Map Seong-Hu Kim Hyeonuk Nam Yong-Hwa Park 17 9 0 29 Mar 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang SupR 30 87 0 27 Mar 2022
FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization Kecheng Zheng Yang Cao Kai Zhu Ruijing Zhao Zhengjun Zha 25 5 0 24 Mar 2022
Dynamic Parameterized Network for CTR Prediction Jian Zhu Congcong Liu Pei Wang Xiwei Zhao Guangpeng Chen Junsheng Jin Changping Peng Zhangang Lin Jingping Shao 14 2 0 09 Nov 2021
TAda! Temporally-Adaptive Convolutions for Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Mingqian Tang Ziwei Liu M. Ang 40 49 0 12 Oct 2021
Dynamic Slimmable Network Changlin Li Guangrun Wang Bing Wang Xiaodan Liang Zhihui Li Xiaojun Chang 21 143 0 24 Mar 2021
Dynamic Transfer for Multi-Source Domain Adaptation Yunsheng Li Lu Yuan Yinpeng Chen Pei Wang Nuno Vasconcelos 26 66 0 19 Mar 2021
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 179 597 0 12 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017