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1904.05049
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Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution
10 April 2019
Yunpeng Chen
Haoqi Fan
Bing Xu
Zhicheng Yan
Yannis Kalantidis
Marcus Rohrbach
Shuicheng Yan
Jiashi Feng
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Papers citing
"Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution"
50 / 180 papers shown
SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection
Information Processing in Medical Imaging (IPMI), 2025
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Dong Yang
Zhi Qiao
Wenjian Huang
Liuzhi Yang
Zhen Qian
Mamba
192
0
0
01 Sep 2025
Task-Generalized Adaptive Cross-Domain Learning for Multimodal Image Fusion
M. Y. Wang
Zhenyu Liu
Kun Li
Y. Wang
Y. Wang
Yanyan Wei
Fei Wang
198
6
0
21 Aug 2025
Guided Depth Map Super-Resolution via Multi-Scale Fusion U-shaped Mamba Network
Chenggang Guo
Hao Xu
XianMing Wan
Mamba
167
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01 Aug 2025
On the Reliability of Vision-Language Models Under Adversarial Frequency-Domain Perturbations
Jordan Vice
Naveed Akhtar
Yansong Gao
Richard Hartley
Ajmal Mian
AAML
301
2
0
30 Jul 2025
Cross-Architecture Distillation Made Simple with Redundancy Suppression
Weijia Zhang
Yuehao Liu
Wu Ran
Chao Ma
236
3
0
29 Jul 2025
Efficient Retail Video Annotation: A Robust Key Frame Generation Approach for Product and Customer Interaction Analysis
Varun Mannam
Zhenyu Shi
314
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0
17 Jun 2025
DeepTraverse: A Depth-First Search Inspired Network for Algorithmic Visual Understanding
Bin Guo
John H.L. Hansen
306
1
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11 Jun 2025
Optimizing Learned Image Compression on Scalar and Entropy-Constraint Quantization
International Conference on Information Photonics (ICIP), 2024
Florian Borzechowski
Michael Schäfer
H. Schwarz
Jonathan Pfaff
D. Marpe
Thomas Wiegand
MQ
262
0
0
10 Jun 2025
A Wavelet-based Stereo Matching Framework for Solving Frequency Convergence Inconsistency
Xiaobao Wei
Jiawei Liu
Dongbo Yang
Junda Cheng
Changyong Shu
Wei Wang
3DV
268
3
0
23 May 2025
3DM-WeConvene: Learned Image Compression with 3D Multi-Level Wavelet-Domain Convolution and Entropy Model
H. Fu
Jie Liang
F. Liang
Zhenman Fang
Guohe Zhang
Jingning Han
809
1
0
07 Apr 2025
Spectral-Adaptive Modulation Networks for Visual Perception
Guhnoo Yun
J. Yoo
Kijung Kim
Jeongho Lee
Paul Hongsuck Seo
Dong Hwan Kim
517
0
1
31 Mar 2025
FEDS: Feature and Entropy-Based Distillation Strategy for Efficient Learned Image Compression
H. Fu
Jie Liang
Zhenman Fang
Jingning Han
445
0
0
09 Mar 2025
FD-LSCIC: Frequency Decomposition-based Learned Screen Content Image Compression
IEEE transactions on broadcasting (IEEE Trans. Broadcast.), 2025
Shiqi Jiang
Hui Yuan
Shuai Li
H. Zeng
Sam Kwong
377
0
0
24 Feb 2025
RecConv: Efficient Recursive Convolutions for Multi-Frequency Representations
Mingshu Zhao
Yi Luo
Yong Ouyang
385
0
0
27 Dec 2024
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation
IEEE transactions on multimedia (IEEE TMM), 2024
Jiaqi Ma
Guo-Sen Xie
Fang Zhao
Zechao Li
386
6
0
23 Dec 2024
Macro2Micro: A Rapid and Precise Cross-modal Magnetic Resonance Imaging Synthesis using Multi-scale Structural Brain Similarity
Sooyoung Kim
Joonwoo Kwon
Junbeom Kwon
Sangyoon Bae
Lu Ma
Yuewei Lin
Shinjae Yoo
Jiook Cha
MedIm
406
0
0
15 Dec 2024
SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers
Shravan Venkatraman
Jaskaran Singh Walia
J. Raheja
ViT
570
6
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14 Nov 2024
Grouped Discrete Representation for Object-Centric Learning
Rongzhen Zhao
V. Wang
Arno Solin
Joni Pajarinen
BDL
OCL
398
5
0
04 Nov 2024
Multi-Scale Fusion for Object Representation
International Conference on Learning Representations (ICLR), 2024
Rongzhen Zhao
V. Wang
Arno Solin
Joni Pajarinen
OCL
VOS
420
6
0
02 Oct 2024
Frequency-Guided Spatial Adaptation for Camouflaged Object Detection
IEEE transactions on multimedia (IEEE TMM), 2024
Shizhou Zhang
Dexuan Kong
Yinghui Xing
Yue Lu
Lingyan Ran
Guoqiang Liang
Hexu Wang
Yanning Zhang
314
33
0
19 Sep 2024
Scale generalisation properties of extended scale-covariant and scale-invariant Gaussian derivative networks on image datasets with spatial scaling variations
Journal of Mathematical Imaging and Vision (JMIV), 2024
Andrzej Perzanowski
Tony Lindeberg
519
6
0
17 Sep 2024
Organized Grouped Discrete Representation for Object-Centric Learning
Rongzhen Zhao
V. Wang
Arno Solin
Joni Pajarinen
VOS
OCL
527
1
0
05 Sep 2024
MacFormer: Semantic Segmentation with Fine Object Boundaries
Guoan Xu
Wenfeng Huang
Tao Wu
Ligeng Chen
Wenjing Jia
Guangwei Gao
Xiatian Zhu
Stuart W. Perry
363
5
0
11 Aug 2024
Octave-YOLO: Cross frequency detection network with octave convolution
Sangjune Shin
Dongkun Shin
ObjD
302
1
0
29 Jul 2024
Sparse Refinement for Efficient High-Resolution Semantic Segmentation
Zhijian Liu
Zhuoyang Zhang
Samir Khaki
Shang Yang
Haotian Tang
Chenfeng Xu
Kurt Keutzer
Song Han
SSeg
378
4
0
26 Jul 2024
OMR-NET: a two-stage octave multi-scale residual network for screen content image compression
Shiqi Jiang
Ting Ren
Congrui Fu
Shuai Li
Hui Yuan
213
6
0
11 Jul 2024
Wavelet Convolutions for Large Receptive Fields
Shahaf E. Finder
Roy Amoyal
Eran Treister
Oren Freifeld
ViT
MDE
577
413
0
08 Jul 2024
Grouped Discrete Representation Guides Object-Centric Learning
Rongzhen Zhao
V. Wang
Arno Solin
Joni Pajarinen
OCL
370
1
0
01 Jul 2024
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing
Keke Huang
Yu Guang Wang
Ming Li
Pietro Lio
327
61
0
21 May 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Yulin Wang
Yang Yue
Rui Lu
Yizeng Han
Shiji Song
Gao Huang
VLM
360
25
0
14 May 2024
KG-Planner: Knowledge-Informed Graph Neural Planning for Collaborative Manipulators
IEEE Transactions on Automation Science and Engineering (T-ASE), 2024
Wansong Liu
Kareem A. Eltouny
Sibo Tian
Xiao Liang
Minghui Zheng
370
11
0
13 May 2024
Harnessing The Power of Attention For Patch-Based Biomedical Image Classification
Gousia Habib
Shaima Qureshi
Malik Ishfaq
160
3
0
01 Apr 2024
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition
Chenhongyi Yang
Zehui Chen
Miguel Espinosa
Linus Ericsson
Zhenyu Wang
Jiaming Liu
Elliot J. Crowley
Mamba
462
189
0
26 Mar 2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion
Computer Vision and Pattern Recognition (CVPR), 2024
S. Casarin
C. Ugwu
Sergio Escalera
Oswald Lanz
281
0
0
22 Mar 2024
Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach
The Web Conference (WWW), 2024
Keke Huang
Wencai Cao
Hoang Ta
Xiaokui Xiao
Pietro Lio
406
8
0
12 Mar 2024
Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture
Computer Vision and Pattern Recognition (CVPR), 2024
Fei Wang
Dan Guo
Kun Li
Zhun Zhong
Mengqing Wang
379
42
0
12 Mar 2024
Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching
Xianqi Wang
Gangwei Xu
Hao Jia
Xin Yang
273
128
0
01 Mar 2024
Scene Prior Filtering for Depth Super-Resolution
Zhengxu Wang
Zhiqiang Yan
Ming-Hsuan Yang
Jinshan Pan
Guangwei Gao
Ying Tai
Jian Yang
SupR
MDE
347
1
0
21 Feb 2024
End-to-End Optimized Image Compression with the Frequency-Oriented Transform
Machine Vision and Applications (MVA), 2024
Yuefeng Zhang
Kai Lin
273
7
0
16 Jan 2024
Left-right Discrepancy for Adversarial Attack on Stereo Networks
Pengfei Wang
Xiaofei Hui
Beijia Lu
Nimrod Lilith
Jun Liu
Sameer Alam
AAML
343
3
0
14 Jan 2024
Find the Lady: Permutation and Re-Synchronization of Deep Neural Networks
Carl De Sousa Trias
Mihai P. Mitrea
Attilio Fiandrotti
Marco Cagnazzo
Sumanta Chaudhuri
Enzo Tartaglione
280
3
0
19 Dec 2023
Pneumonia Detection on chest X-ray images Using Ensemble of Deep Convolutional Neural Networks
Applied Sciences (AS), 2022
Alhassan Mabrouk
R. D. Díaz Redondo
Abdelghani Dahou
M. A. Abd Elaziz
Mohammed Kayed
349
164
0
13 Dec 2023
AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer
Joon-Byum Kwon
Sooyoung Kim
Lu Ma
Shinjae Yoo
Jiook Cha
542
31
0
10 Dec 2023
An Effective Universal Polynomial Basis for Spectral Graph Neural Networks
Keke Huang
Pietro Lio
497
1
0
30 Nov 2023
RefConv: Re-parameterized Refocusing Convolution for Powerful ConvNets
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Zhicheng Cai
Xiaohan Ding
Qiu Shen
Xun Cao
299
35
0
16 Oct 2023
Speeding up Resnet Architecture with Layers Targeted Low Rank Decomposition
Walid Ahmed
Habib Hajimolahoseini
Austin Wen
Yang Liu
381
12
0
21 Sep 2023
Training Acceleration of Low-Rank Decomposed Networks using Sequential Freezing and Rank Quantization
Habib Hajimolahoseini
Walid Ahmed
Yang Liu
OffRL
MQ
241
10
0
07 Sep 2023
Computation-efficient Deep Learning for Computer Vision: A Survey
Yulin Wang
Yizeng Han
Chaofei Wang
Shiji Song
Qi Tian
Gao Huang
VLM
359
38
0
27 Aug 2023
Frequency Perception Network for Camouflaged Object Detection
ACM Multimedia (ACM MM), 2023
Runmin Cong
Mengyao Sun
Sanyi Zhang
Xiaofei Zhou
Wei Zhang
Yao-Min Zhao
ObjD
249
112
0
17 Aug 2023
Frequency Disentangled Features in Neural Image Compression
International Conference on Information Photonics (ICIP), 2023
Ali Zafari
Atefeh Khoshkhahtinat
P. Mehta
Mohammad Saeed Ebrahimi Saadabadi
Mohammad Akyash
Nasser M. Nasrabadi
266
19
0
04 Aug 2023
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