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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Title
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
Fast Object Placement Assessment Li Niu Qingyang Liu Zhenchen Liu Jiangtong Li 21 14 0 28 May 2022
Deep Depth Completion from Extremely Sparse Data: A Survey Junjie Hu Chenyu Bao Mete Ozay Chenyou Fan Qing Gao Honghai Liu Tin Lun Lam 3DV 3DPC 19 54 0 11 May 2022
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers Junting Pan Adrian Bulat Fuwen Tan Xiatian Zhu L. Dudziak Hongsheng Li Georgios Tzimiropoulos Brais Martínez ViT 31 181 0 06 May 2022
Dynamic Sparse R-CNN Qinghang Hong Fengming Liu Dong Li Ji Liu Lu Tian Yi Shan ObjD 31 28 0 04 May 2022
Focal Sparse Convolutional Networks for 3D Object Detection Yukang Chen Yanwei Li Xinming Zhang Jian Sun Jiaya Jia 3DPC 45 201 0 26 Apr 2022
Deeper Insights into the Robustness of ViTs towards Common Corruptions Rui Tian Zuxuan Wu Qi Dai Han Hu Yu-Gang Jiang ViT AAML 21 4 0 26 Apr 2022
E^2TAD: An Energy-Efficient Tracking-based Action Detector Xin Hu Zhenyu Wu Haoyuan Miao Siqi Fan Taiyu Long ... Pengcheng Pi Yi Wu Zhou Ren Zhangyang Wang G. Hua 24 2 0 09 Apr 2022
Frequency and Multi-Scale Selective Kernel Attention for Speaker Verification Sung Hwan Mun Jee-weon Jung Min Hyun Han N. Kim 47 21 0 03 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 22 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
Sparse Instance Activation for Real-Time Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Wenqiang Zhang Qian Zhang Chang Huang Zhaoxiang Zhang Wenyu Liu ISeg 33 125 0 24 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 33 263 0 22 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 26 37 0 07 Mar 2022
Dynamic Spatial Propagation Network for Depth Completion Y. Lin T. Cheng Qianglong Zhong Wending Zhou Huanhuan Yang 47 115 0 20 Feb 2022
Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels Zipeng Ye Mengfei Xia Ran Yi Juyong Zhang Yu-Kun Lai Xuanteng Huang Guoxin Zhang Yong-jin Liu CVBM 22 39 0 16 Jan 2022
Multi-Domain Joint Training for Person Re-Identification Lu Yang Lingqiao Liu Yunlong Wang Peng Wang Yanning Zhang OOD 24 2 0 06 Jan 2022
ELSA: Enhanced Local Self-Attention for Vision Transformer Jingkai Zhou Pichao Wang Fan Wang Qiong Liu Hao Li Rong Jin ViT 34 37 0 23 Dec 2021
DRPN: Making CNN Dynamically Handle Scale Variation Jingchao Peng Haitao Zhao Zhengwei Hu Zhuang Yi Bofan Wang 19 7 0 21 Dec 2021
Relational Self-Attention: What's Missing in Attention for Video Understanding Manjin Kim Heeseung Kwon Chunyu Wang Suha Kwak Minsu Cho ViT 27 28 0 02 Nov 2021
TAda! Temporally-Adaptive Convolutions for Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Mingqian Tang Ziwei Liu M. Ang 43 49 0 12 Oct 2021
CondNet: Conditional Classifier for Scene Segmentation Changqian Yu Yuanjie Shao Changxin Gao Nong Sang 35 12 0 21 Sep 2021
Dynamic Fusion Network for RGBT Tracking Jingchao Peng Haitao Zhao Zhengwei Hu 40 27 0 16 Sep 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 180 476 0 12 Aug 2021
Multi-Scale Local-Temporal Similarity Fusion for Continuous Sign Language Recognition Pan Xie Zhi Cui Yao Du Mengyi Zhao Jianwei Cui Bin Wang Xiaohui Hu SLR 23 32 0 27 Jul 2021
Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen Ziqi Zhang Chunfen Yuan Bing Li Ying Deng Weiming Hu 45 565 0 26 Jul 2021
EAN: Event Adaptive Network for Enhanced Action Recognition Yuan Tian Yichao Yan Guangtao Zhai G. Guo Zhiyong Gao 35 41 0 22 Jul 2021
DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning Wenhao Wu Yuxiang Zhao Yanwu Xu Xiao Tan Dongliang He ... Jinxing Ye Yingying Li Mingde Yao Zichao Dong Yifeng Shi AI4TS 22 27 0 25 May 2021
Sparta: Spatially Attentive and Adversarially Robust Activation Qing-Wu Guo Felix Juefei Xu Changqing Zhou Wei Feng Yang Liu Song Wang AAML 33 4 0 18 May 2021
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations Taojiannan Yang Sijie Zhu Matías Mendieta Pu Wang Ravikumar Balakrishnan Minwoo Lee T. Han M. Shah Cheng Chen 3DH OOD 28 22 0 14 May 2021
BasisNet: Two-stage Model Synthesis for Efficient Inference Mingda Zhang Chun-Te Chu A. Zhmoginov Andrew G. Howard Brendan Jou Yukun Zhu Li Zhang R. Hwa Adriana Kovashka 3DH 31 7 0 07 May 2021
Attention in Attention Network for Image Super-Resolution Haoyu Chen Jinjin Gu Zhi-Li Zhang SupR 31 67 0 19 Apr 2021
Going deeper with Image Transformers Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Hervé Jégou ViT 27 986 0 31 Mar 2021
Revisiting Dynamic Convolution via Matrix Decomposition Yunsheng Li Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Ye Yu Lu Yuan Zicheng Liu Mei Chen Nuno Vasconcelos 32 67 0 15 Mar 2021
DeepRA: Predicting Joint Damage From Radiographs Using CNN with Attention Neelam Chaturvedi 21 10 0 13 Feb 2021
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 52 116 0 25 Nov 2020
MicroNet: Towards Image Recognition with Extremely Low FLOPs Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Lei Zhang Nuno Vasconcelos 30 25 0 24 Nov 2020
Third ArchEdge Workshop: Exploring the Design Space of Efficient Deep Neural Networks Fuxun Yu Dimitrios Stamoulis Di Wang Dimitrios Lymberopoulos Xiang Chen 3DV 22 1 0 22 Nov 2020
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks Kun Yuan Quanquan Li Dapeng Chen Aojun Zhou Junjie Yan GNN 15 1 0 02 Oct 2020
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang SSeg 23 457 0 22 Sep 2020
Learning A Single Network for Scale-Arbitrary Super-Resolution Longguang Wang Yingqian Wang Zaiping Lin Jungang Yang W. An Yulan Guo SupR 33 111 0 08 Apr 2020
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention Jiyang Xie Dongliang Chang Zhanyu Ma Guoqiang Zhang Jun Guo 26 25 0 10 Mar 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,329 0 05 Nov 2016