Dynamic Convolution: Attention over Convolution Kernels

7 December 2019

Lu Yuan

Zicheng Liu

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Papers citing "Dynamic Convolution: Attention over Convolution Kernels"

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MSConv: Multiplicative and Subtractive Convolution for Face Recognition Si Zhou Yain-Whar Si Xiaochen Yuan Xiaofan Li Xiaoxiang Liu Xinyuan Zhang Cong Lin Xueyuan Gong CVBM 73 0 0 08 Mar 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels Meng Lou Yizhou Yu 115 1 0 27 Feb 2025
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Boqian Wu Q. Xiao Shiwei Liu Lu Yin Mykola Pechenizkiy D. Mocanu M. V. Keulen Elena Mocanu MedIm 53 4 0 20 Feb 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Y. Wang Hongyuan Wang Lizhi Wang X. Wang Lin Zhu Wanxuan Lu Hua Huang 84 1 0 21 Dec 2024
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting Yuang Zhao Tianyu Li Jiadong Chen Shenrong Ye Fuxin Jiang Tieying Zhang Xiaofeng Gao AI4TS 162 0 0 26 Nov 2024
Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion Chaodong Xiao Minghan Li Zhengqiang Zhang Deyu Meng Lei Zhang Mamba 57 4 0 19 Oct 2024
Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement Keying Zuo Qingtian Xu Jie Zhang Zhenhua Ling 31 0 0 19 Sep 2024
Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design Gen Li Zhihao Shu Jie Ji Minghai Qin Fatemeh Afghah Wei Niu Xiaolong Ma SupR 38 0 0 03 Jul 2024
UnO: Unsupervised Occupancy Fields for Perception and Forecasting Ben Agro Quinlan Sykora Sergio Casas Thomas Gilles R. Urtasun 38 13 0 12 Jun 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 36 0 0 31 Mar 2024
SGDM: Static-Guided Dynamic Module Make Stronger Visual Models Wenjie Xing Zhenchao Cui Jing Qi 32 0 0 27 Mar 2024
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Jin Yang Peijie Qiu Yichi Zhang Daniel S. Marcus Aristeidis Sotiras MedIm 38 9 0 15 Mar 2024
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement Chen Zhao Chenyu Dong Weiling Cai 33 11 0 03 Mar 2024
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling Mahdi Karami Ali Ghodsi VLM 42 6 0 28 Feb 2024
DRSI-Net: Dual-Residual Spatial Interaction Network for Multi-Person Pose Estimation Shang Wu Bin Wang 27 2 0 26 Feb 2024
A Concise but High-performing Network for Image Guided Depth Completion in Autonomous Driving Moyun Liu Bing Chen Youping Chen Jingming Xie Lei Yao Yang Zhang Joey Tianyi Zhou 3DV 26 0 0 29 Jan 2024
Real-time object detection and robotic manipulation for agriculture using a YOLO-based learning approach Hongyu Zhao Zezhi Tang Zhenhong Li Yi Dong Yuancheng Si Mingyang Lu G. Panoutsos 22 8 0 28 Jan 2024
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective Lingchen Sun Jiejing Liang Shuai Liu Hongwei Yong Lei Zhang 25 6 0 24 Dec 2023
Deciphering and integrating invariants for neural operator learning with various physical mechanisms Rui Zhang Qi Meng Zhi-Ming Ma AI4CE 26 7 0 24 Nov 2023
TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition Meng Lou Hong-Yu Zhou Sibei Yang Yizhou Yu Chuan Wu Yizhou Yu ViT 44 36 0 30 Oct 2023
Deep Image Harmonization in Dual Color Spaces L. Tan Jiangtong Li Li Niu Liqing Zhang 25 17 0 05 Aug 2023
Frequency & Channel Attention for Computationally Efficient Sound Event Detection Hyeonuk Nam Seong-Hu Kim D. Min Yong-Hwa Park 19 9 0 20 Jun 2023
End-to-End Vectorized HD-map Construction with Piecewise Bezier Curve Limeng Qiao Wenjie Ding Xi Qiu Chi Zhang 26 73 0 16 Jun 2023
Hyperbolic Convolution via Kernel Point Aggregation Eric Qu Dongmian Zou 45 3 0 15 Jun 2023
MetaGait: Learning to Learn an Omni Sample Adaptive Representation for Gait Recognition Huanzhang Dou Pengyi Zhang Wei Su Yunlong Yu Xi Li CVBM 29 31 0 06 Jun 2023
Dual-Diffusion: Dual Conditional Denoising Diffusion Probabilistic Models for Blind Super-Resolution Reconstruction in RSIs Mengze Xu Jie Ma Yuanyuan Zhu DiffM 16 18 0 20 May 2023
Representing Volumetric Videos as Dynamic MLP Maps Sida Peng Yunzhi Yan Qing Shuai Hujun Bao Xiaowei Zhou 46 55 0 13 Apr 2023
Point-and-Shoot All-in-Focus Photo Synthesis from Smartphone Camera Pair Xianrui Luo Juewen Peng Weiyue Zhao Ke Xian Hao Lu Zhiguo Cao 17 3 0 11 Apr 2023
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation Ziyang Chen Yongsheng Pan Yong-quan Xia MedIm 18 11 0 10 Apr 2023
Depth Super-Resolution from Explicit and Implicit High-Frequency Features Xin Qiao Chenyang Ge Youming Zhang Yanhui Zhou Fabio Tosi Matteo Poggi S. Mattoccia SupR MDE 24 6 0 16 Mar 2023
PL-UNeXt: Per-stage Edge Detail and Line Feature Guided Segmentation for Power Line Detection Yang Cheng Zhen Chen Daming Liu 24 1 0 08 Mar 2023
Multi-dimensional frequency dynamic convolution with confident mean teacher for sound event detection Shengchang Xiao Xueshuai Zhang Pengyuan Zhang 13 10 0 18 Feb 2023
Hierarchical Cross-modal Transformer for RGB-D Salient Object Detection Hao Chen Feihong Shen ViT 29 0 0 16 Feb 2023
RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive Imaging Shiyun Zhou Tingfa Xu Shaocong Dong Jianan Li 17 12 0 06 Feb 2023
Lightweight Structure-Aware Attention for Visual Understanding Heeseung Kwon F. M. Castro M. Marín-Jiménez N. Guil Alahari Karteek 28 2 0 29 Nov 2022
Dynamic Kernels and Channel Attention for Low Resource Speaker Verification A. Ollerenshaw Md. Asif Jalal Thomas Hain 19 0 0 03 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 26 17 0 02 Nov 2022
Modelling black-box audio effects with time-varying feature modulation Marco Comunità C. Steinmetz Huy Phan Joshua D. Reiss 41 14 0 01 Nov 2022
Salient Object Detection via Dynamic Scale Routing Zhenyu Wu Shuai Li Chenglizhao Chen Hong Qin Aimin Hao 25 20 0 25 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 35 42 0 11 Oct 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
DBT-DMAE: An Effective Multivariate Time Series Pre-Train Model under Missing Data Kai Zhang Qinmin Yang C. Li AI4TS 17 0 0 16 Sep 2022
PointConvFormer: Revenge of the Point-based Convolution Wenxuan Wu Li Fuxin Qi Shan 3DPC 25 30 0 04 Aug 2022
Orientation and Context Entangled Network for Retinal Vessel Segmentation Xinxu Wei Kaifu Yang D. Bzdok Y. Li 24 32 0 23 Jul 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke J. Liu 19 15 0 20 Jul 2022
Zero-Shot Temporal Action Detection via Vision-Language Prompting Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang VLM 30 65 0 17 Jul 2022
VidConv: A modernized 2D ConvNet for Efficient Video Recognition Chuong H. Nguyen Su Huynh Vinh Nguyen Ngoc-Khanh Nguyen ViT 27 3 0 08 Jul 2022
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network Huidong Xie Zhao Liu Luyao Shi K. Greco Xiongchao Chen ... N. Boutagy T. Kyriakides Ge Wang Albert J Sinusas Chi Liu 36 8 0 24 Jun 2022
AGConv: Adaptive Graph Convolution on 3D Point Clouds Mingqiang Wei Zeyong Wei Hao Zhou Fei-Jiang Hu Huajian Si ... Jingbo Qiu Xu Yan Yan Guo Jun Wang J. Qin 3DPC 21 38 0 09 Jun 2022
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models Yang Shu Zhangjie Cao Ziyang Zhang Jianmin Wang Mingsheng Long 17 4 0 08 Jun 2022