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Involution: Inverting the Inherence of Convolution for Visual
  Recognition
v1v2 (latest)

Involution: Inverting the Inherence of Convolution for Visual Recognition

Computer Vision and Pattern Recognition (CVPR), 2021
10 March 2021
Duo Li
Jie Hu
Changhu Wang
Xiangtai Li
Qi She
Lei Zhu
Tong Zhang
Qifeng Chen
    BDL
ArXiv (abs)PDFHTMLGithub (1309★)

Papers citing "Involution: Inverting the Inherence of Convolution for Visual Recognition"

50 / 88 papers shown
NeuroVascU-Net: A Unified Multi-Scale and Cross-Domain Adaptive Feature Fusion U-Net for Precise 3D Segmentation of Brain Vessels in Contrast-Enhanced T1 MRI
NeuroVascU-Net: A Unified Multi-Scale and Cross-Domain Adaptive Feature Fusion U-Net for Precise 3D Segmentation of Brain Vessels in Contrast-Enhanced T1 MRI
Mohammad Jafari Vayeghan
Niloufar Delfan
Mehdi Tale Masouleh
Mansour Parvaresh Rizi
Behzad Moshiri
113
0
0
23 Nov 2025
Attentive Convolution: Unifying the Expressivity of Self-Attention with Convolutional Efficiency
Attentive Convolution: Unifying the Expressivity of Self-Attention with Convolutional Efficiency
Hao Yu
H. G. Chen
Yan Jiang
Wei Peng
Zhaodong Sun
Samuel Kaski
Guoying Zhao
188
0
0
23 Oct 2025
DSConv: Dynamic Splitting Convolution for Pansharpening
DSConv: Dynamic Splitting Convolution for Pansharpening
Xuanyu Liu
Bonan An
157
0
0
08 Aug 2025
Deformable Dynamic Convolution for Accurate yet Efficient Spatio-Temporal Traffic Prediction
Deformable Dynamic Convolution for Accurate yet Efficient Spatio-Temporal Traffic Prediction
Hyeonseok Jin
Geonmin Kim
Kyungbaek Kim
GNNAI4TS
217
0
0
13 Jul 2025
G-MSGINet: A Grouped Multi-Scale Graph-Involution Network for Contactless Fingerprint Recognition
G-MSGINet: A Grouped Multi-Scale Graph-Involution Network for Contactless Fingerprint Recognition
Santhoshkumar Peddi
Soham Bandyopadhyay
Debasis Samanta
339
2
0
13 May 2025
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
Bin Ren
Hang Guo
Lei-huan Sun
Zhikai Wu
Radu Timofte
...
Dong-Hyeop Son
Ui-Jin Choi
Tiancheng Shao
Yu Zhang
Mengcheng Ma
SupR
632
29
0
14 Apr 2025
LSNet: See Large, Focus Small
LSNet: See Large, Focus SmallComputer Vision and Pattern Recognition (CVPR), 2025
Ao Wang
Hui Chen
Zijia Lin
Jiawei Han
Guiguang Ding
336
30
0
29 Mar 2025
Frequency Dynamic Convolution for Dense Image Prediction
Frequency Dynamic Convolution for Dense Image PredictionComputer Vision and Pattern Recognition (CVPR), 2025
Linwei Chen
Lin Gu
Liang Li
C. Yan
Ying Fu
446
37
0
24 Mar 2025
Frequency Enhancement for Image Demosaicking
Frequency Enhancement for Image Demosaicking
Jingyun Liu
Daiqin Yang
Zhenzhong Chen
216
0
0
20 Mar 2025
Involution and BSConv Multi-Depth Distillation Network for Lightweight Image Super-Resolution
Involution and BSConv Multi-Depth Distillation Network for Lightweight Image Super-Resolution
Akram Khatami-Rizi
Ahmad Mahmoudi-Aznaveh
296
0
0
18 Mar 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic KernelsComputer Vision and Pattern Recognition (CVPR), 2025
Meng Lou
Yizhou Yu
759
51
0
27 Feb 2025
LAM-YOLO: Drones-based Small Object Detection on Lighting-Occlusion
  Attention Mechanism YOLO
LAM-YOLO: Drones-based Small Object Detection on Lighting-Occlusion Attention Mechanism YOLOComputer Vision and Image Understanding (CVIU), 2024
Yuchen Zheng
Yuxin Jing
Jufeng Zhao
Guangmang Cui
ObjD
346
14
0
01 Nov 2024
HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes
HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes
Changfeng Feng
Zhenyuan Chen
Renke Kou
Chunping Wang
Zhiqiang Wang
Ming-Ming Cheng
Xiangbo Shu
Yimian Dai
664
29
0
30 Sep 2024
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced
  Medical Image Classification and Segmentation
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation
Md. Farhadul Islam
Sarah Zabeen
Meem Arafat Manab
Mohammad Rakibul Hasan Mahin
J. Mondal
Md. Tanzim Reza
Md. Zahidul Hasan
Munima Haque
Farig Sadeque
Jannatun Noor
290
1
0
27 Sep 2024
Unleashing the Power of Generic Segmentation Models: A Simple Baseline
  for Infrared Small Target Detection
Unleashing the Power of Generic Segmentation Models: A Simple Baseline for Infrared Small Target DetectionACM Multimedia (MM), 2024
Mingjin Zhang
Chi Zhang
Qiming Zhang
Yunsong Li
Xinbo Gao
Jing Zhang
VLM
247
27
0
07 Sep 2024
KernelWarehouse: Rethinking the Design of Dynamic Convolution
KernelWarehouse: Rethinking the Design of Dynamic Convolution
Chao Li
Anbang Yao
301
11
0
12 Jun 2024
Evaluating the Effectiveness and Robustness of Visual Similarity-based Phishing Detection Models
Evaluating the Effectiveness and Robustness of Visual Similarity-based Phishing Detection Models
Fujiao Ji
Kiho Lee
Hyungjoon Koo
Wenhao You
Euijin Choo
Hyoungshick Kim
Doowon Kim
AAML
386
13
0
30 May 2024
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention
Hugues Thomas
Yao-Hung Tsai
Tim D. Barfoot
Jian Zhang
3DPC
247
32
0
21 May 2024
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
Bin Ren
Yawei Li
Nancy Mehta
Radu Timofte
Hongyuan Yu
...
P. Yashaswini
Chaitra Desai
R. Tabib
Ujwala Patil
U. Mudenagudi
SupR
288
84
0
16 Apr 2024
Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening
Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening
Yule Duan
Xiao Wu
Haoyu Deng
Liang-Jian Deng
169
46
0
11 Apr 2024
Spatially Optimized Compact Deep Metric Learning Model for Similarity
  Search
Spatially Optimized Compact Deep Metric Learning Model for Similarity Search
Md. Farhadul Islam
Md. Tanzim Reza
Meem Arafat Manab
Mohammad Rakibul Hasan Mahin
Sarah Zabeen
Jannatun Noor
260
0
0
09 Apr 2024
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object
  Localization Perspective
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization PerspectiveComputer Vision and Pattern Recognition (CVPR), 2024
Shunsuke Yasuki
Masato Taki
AAML
374
7
0
11 Mar 2024
Topology-Aware Exploration of Energy-Based Models Equilibrium: Toric
  QC-LDPC Codes and Hyperbolic MET QC-LDPC Codes
Topology-Aware Exploration of Energy-Based Models Equilibrium: Toric QC-LDPC Codes and Hyperbolic MET QC-LDPC Codes
V. Usatyuk
Denis Sapozhnikov
Sergey Egorov
295
0
0
26 Jan 2024
Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An
  Extensive Review
Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An Extensive ReviewExpert systems with applications (ESWA), 2024
Ankit Yadav
Dinesh Kumar Vishwakarma
AAML
179
17
0
13 Jan 2024
Towards Effective Image Forensics via A Novel Computationally Efficient
  Framework and A New Image Splice Dataset
Towards Effective Image Forensics via A Novel Computationally Efficient Framework and A New Image Splice Dataset
Ankit Yadav
Dinesh Kumar Vishwakarma
183
0
0
13 Jan 2024
Involution Fused ConvNet for Classifying Eye-Tracking Patterns of
  Children with Autism Spectrum Disorder
Involution Fused ConvNet for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disorder
Md. Farhadul Islam
Meem Arafat Manab
J. Mondal
Sarah Zabeen
Fardin Bin Rahman
Md. Zahidul Hasan
Farig Sadeque
Jannatun Noor
266
4
0
07 Jan 2024
TransNeXt: Robust Foveal Visual Perception for Vision Transformers
TransNeXt: Robust Foveal Visual Perception for Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2023
Dai Shi
ViT
440
321
0
28 Nov 2023
Neural-based Compression Scheme for Solar Image Data
Neural-based Compression Scheme for Solar Image DataIEEE Transactions on Aerospace and Electronic Systems (IEEE Trans. Aerosp. Electron. Syst.), 2023
Ali Zafari
Atefeh Khoshkhahtinat
Jeremy A. Grajeda
P. Mehta
Nasser M. Nasrabadi
L. Boucheron
Barbara J. Thompson
M. Kirk
D. D. da Silva
233
3
0
06 Nov 2023
RBF Weighted Hyper-Involution for RGB-D Object Detection
RBF Weighted Hyper-Involution for RGB-D Object Detection
Mehfuz A Rahman
Jiju Peethambaran
Neil London
Neil London
Dong Chen
3DH
277
1
0
30 Sep 2023
HIC-YOLOv5: Improved YOLOv5 For Small Object Detection
HIC-YOLOv5: Improved YOLOv5 For Small Object DetectionIEEE International Conference on Robotics and Automation (ICRA), 2023
Shiyi Tang
Carlos-Emiliano González-Gallardo
Yini Fang
ObjD
186
136
0
28 Sep 2023
Interpret Vision Transformers as ConvNets with Dynamic Convolutions
Interpret Vision Transformers as ConvNets with Dynamic Convolutions
Chong Zhou
Chen Change Loy
Bo Dai
ViT
297
1
0
19 Sep 2023
A survey on efficient vision transformers: algorithms, techniques, and
  performance benchmarking
A survey on efficient vision transformers: algorithms, techniques, and performance benchmarkingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Lorenzo Papa
Paolo Russo
Irene Amerini
Luping Zhou
402
115
0
05 Sep 2023
KernelWarehouse: Towards Parameter-Efficient Dynamic Convolution
KernelWarehouse: Towards Parameter-Efficient Dynamic Convolution
Chao Li
Anbang Yao
233
12
0
16 Aug 2023
Condition-Adaptive Graph Convolution Learning for Skeleton-Based Gait
  Recognition
Condition-Adaptive Graph Convolution Learning for Skeleton-Based Gait RecognitionIEEE Transactions on Image Processing (IEEE TIP), 2023
Xiaohui Huang
Xinggang Wang
Zhidianqiu Jin
Bo Yang
Botao He
Bin Feng
Wenyu Liu
CVBM
187
17
0
13 Aug 2023
Uncovering local aggregated air quality index with smartphone captured
  images leveraging efficient deep convolutional neural network
Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural networkScientific Reports (Sci Rep), 2023
J. Mondal
Md. Farhadul Islam
Raima Islam
Nowsin Kabir Rhidi
S. Newaz
Meem Arafat Manab
Al Islam
Jannatun Noor
406
10
0
06 Aug 2023
Frequency Disentangled Features in Neural Image Compression
Frequency Disentangled Features in Neural Image CompressionInternational Conference on Information Photonics (ICIP), 2023
Ali Zafari
Atefeh Khoshkhahtinat
P. Mehta
Mohammad Saeed Ebrahimi Saadabadi
Mohammad Akyash
Nasser M. Nasrabadi
264
19
0
04 Aug 2023
Spherical and Hyperbolic Toric Topology-Based Codes On Graph Embedding
  for Ising MRF Models: Classical and Quantum Topology Machine Learning
Spherical and Hyperbolic Toric Topology-Based Codes On Graph Embedding for Ising MRF Models: Classical and Quantum Topology Machine Learning
V. Usatyuk
Sergey Egorov
Denis Sapozhnikov
379
3
0
28 Jul 2023
Cumulative Spatial Knowledge Distillation for Vision Transformers
Cumulative Spatial Knowledge Distillation for Vision TransformersIEEE International Conference on Computer Vision (ICCV), 2023
Borui Zhao
Renjie Song
Jiajun Liang
282
24
0
17 Jul 2023
PowerFusion: A Tensor Compiler with Explicit Data Movement Description
  and Instruction-level Graph IR
PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR
Zixuan Ma
Haojie Wang
Jingze Xing
Liyan Zheng
Chen Zhang
Huanqi Cao
Kezhao Huang
Shizhi Tang
Penghan Wang
Jidong Zhai
GNN
260
1
0
11 Jul 2023
X-MLP: A Patch Embedding-Free MLP Architecture for Vision
X-MLP: A Patch Embedding-Free MLP Architecture for VisionIEEE International Joint Conference on Neural Network (IJCNN), 2023
Xinyue Wang
Zhicheng Cai
Chenglei Peng
ViT
276
8
0
02 Jul 2023
Minimalist and High-Quality Panoramic Imaging with PSF-aware
  Transformers
Minimalist and High-Quality Panoramic Imaging with PSF-aware TransformersIEEE Transactions on Image Processing (IEEE TIP), 2023
Zhijie Xu
Shaohua Gao
Yao Gao
Kailun Yang
Zhonghua Yi
Haowen Shi
Lei Sun
Kaiwei Wang
278
16
0
22 Jun 2023
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for
  Medical Image Segmentation
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation
Rui Sun
Tao Lei
Xiaogang Du
Y. Wan
Yong-quan Xia
Asoke K. Nandi
ViTMedIm
237
8
0
07 Jun 2023
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision
  Transformers for Medical Image Segmentation
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image SegmentationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Tao Lei
Rui Sun
Xuan Wang
Yingbo Wang
Xi He
Asoke K. Nandi
ViTMedIm
195
26
0
06 Jun 2023
Evolution: A Unified Formula for Feature Operators from a High-level
  Perspective
Evolution: A Unified Formula for Feature Operators from a High-level Perspective
Zhicheng Cai
165
2
0
23 May 2023
Change Detection Methods for Remote Sensing in the Last Decade: A
  Comprehensive Review
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive ReviewRemote Sensing (RS), 2023
Guangliang Cheng
Yun-Min Huang
Xiangtai Li
Shuchang Lyu
Zhaoyang Xu
Qi Zhao
Shiming Xiang
260
187
0
09 May 2023
Canvas: End-to-End Kernel Architecture Search in Neural Networks
Canvas: End-to-End Kernel Architecture Search in Neural Networks
Chenggang Zhao
Genghan Zhang
Mingyu Gao
252
2
0
16 Apr 2023
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and
  Progressive Shift
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive ShiftIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Gaojie Wu
Weishi Zheng
Yutong Lu
Q. Tian
ViT
240
25
0
07 Apr 2023
RFAConv: Innovating Spatial Attention and Standard Convolutional
  Operation
RFAConv: Innovating Spatial Attention and Standard Convolutional Operation
Xinyu Zhang
Chen Liu
Degang Yang
Tingting Song
Yichen Ye
Ke Li
Ying Song
390
265
0
06 Apr 2023
Rethinking Local Perception in Lightweight Vision Transformer
Rethinking Local Perception in Lightweight Vision Transformer
Qi Fan
Huaibo Huang
Jiyang Guan
Xiao-Yu Zhang
ViT
453
57
0
31 Mar 2023
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of
  Quadratic Networks
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Fenglei Fan
Hangcheng Dong
Zhongming Wu
Lecheng Ruan
T. Zeng
Yiming Cui
Jing-Xiao Liao
205
13
0
11 Mar 2023
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