Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution

10 April 2019

Papers citing "Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution"

50 / 172 papers shown

Title
Learned Lossless Compression for JPEG via Frequency-Domain Prediction Jixiang Luo Shaohui Li Wenrui Dai Chenglin Li Junni Zou H. Xiong 18 2 0 05 Mar 2023
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 24 15 0 27 Feb 2023
Guided Depth Map Super-resolution: A Survey Zhiwei Zhong Xianming Liu Junjun Jiang Debin Zhao Xiangyang Ji 13 33 0 19 Feb 2023
Reversible Vision Transformers K. Mangalam Haoqi Fan Yanghao Li Chaoxiong Wu Bo Xiong Christoph Feichtenhofer Jitendra Malik ViT 11 45 0 09 Feb 2023
Recurrent Structure Attention Guidance for Depth Super-Resolution Jiayi Yuan Haobo Jiang Xiang Li J. Qian Jun Yu Li Jian Yang SupR MDE 28 15 0 31 Jan 2023
Dynamic Grained Encoder for Vision Transformers Lin Song Songyang Zhang Songtao Liu Zeming Li Xuming He Hongbin Sun Jian-jun Sun Nanning Zheng ViT 26 34 0 10 Jan 2023
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 27 2 0 15 Dec 2022
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang Yang Yue Rui Lu Tian-De Liu Zhaobai Zhong S. Song Gao Huang 34 28 0 17 Nov 2022
Pixel-Wise Contrastive Distillation Junqiang Huang Zichao Guo 37 4 0 01 Nov 2022
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian Bartoldson B. Kailkhura Davis W. Blalock 29 47 0 13 Oct 2022
Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation H. Fu Feng Liang 10 16 0 07 Sep 2022
Transfering Low-Frequency Features for Domain Adaptation Zhaowen Li Xu Zhao Chaoyang Zhao Ming Tang Jinqiao Wang 28 7 0 31 Aug 2022
Survey: Exploiting Data Redundancy for Optimization of Deep Learning Jou-An Chen Wei Niu Bin Ren Yanzhi Wang Xipeng Shen 23 24 0 29 Aug 2022
HST: Hierarchical Swin Transformer for Compressed Image Super-resolution B. Li Xin Li Yiting Lu Sen Liu Ruoyu Feng Zhibo Chen 34 33 0 21 Aug 2022
Out-of-distribution Detection via Frequency-regularized Generative Models Mu Cai Yixuan Li OODD 16 31 0 18 Aug 2022
Quad-Net: Quad-domain Network for CT Metal Artifact Reduction Zilong Li Qinhan Gao Yaping Wu Chuang Niu Junping Zhang Meiyun Wang Ge Wang Hongming Shan MedIm 11 8 0 24 Jul 2022
Transformer-based Context Condensation for Boosting Feature Pyramids in Object Detection Zhe Chen Jing Zhang Yufei Xu Dacheng Tao ViT 14 11 0 14 Jul 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 18 11 0 11 Jul 2022
WeShort: Out-of-distribution Detection With Weak Shortcut structure Jin-Siang Lin OODD 22 0 0 23 Jun 2022
Monocular Spherical Depth Estimation with Explicitly Connected Weak Layout Cues N. Zioulis Federico Álvarez D. Zarpalas P. Daras 3DV MDE 27 2 0 22 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 28 34 0 14 Jun 2022
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather with a High-quality Real Snow Dataset Qiqi Ding Peng Li Xu Yan Ding Shi Luming Liang Weiming Wang H. Xie Jonathan Li Mingqiang Wei 12 31 0 03 Jun 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 13 32 0 01 Jun 2022
Fast Vision Transformers with HiLo Attention Zizheng Pan Jianfei Cai Bohan Zhuang 28 152 0 26 May 2022
Inception Transformer Chenyang Si Weihao Yu Pan Zhou Yichen Zhou Xinchao Wang Shuicheng Yan ViT 26 187 0 25 May 2022
The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction Alexandros Stergiou Dima Damen AI4TS EgoV EDL 17 7 0 28 Apr 2022
BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources Xuanyu Zhu Yan‐Yan Gao Feng Liu Stuart Crozier Hongfu Sun MedIm 11 7 0 06 Apr 2022
End-to-End Semantic Video Transformer for Zero-Shot Action Recognition Keval Doshi Yasin Yılmaz ViT 21 2 0 10 Mar 2022
Update Compression for Deep Neural Networks on the Edge Bo Chen A. Bakhshi Gustavo E. A. P. A. Batista Brian Ng Tat-Jun Chin 22 17 0 09 Mar 2022
Knowledge Distillation with Deep Supervision Shiya Luo Defang Chen Can Wang 16 1 0 16 Feb 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 71 49 0 09 Jan 2022
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques JunKyu Lee L. Mukhanov A. S. Molahosseini U. Minhas Yang Hua Jesus Martinez del Rincon K. Dichev Cheol-Ho Hong Hans Vandierendonck 36 29 0 30 Dec 2021
A Discriminative Single-Shot Segmentation Network for Visual Object Tracking A. Lukežič Jirí Matas Matej Kristan VOS 26 9 0 22 Dec 2021
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu Keze Wang Lingbo Liu Hao Lan Liang Lin SSL AI4TS 48 113 0 07 Dec 2021
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Yanghao Li Chaoxia Wu Haoqi Fan K. Mangalam Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 48 677 0 02 Dec 2021
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition Hao Liu Xinghua Jiang Xin Li Zhimin Bao Deqiang Jiang Bo Ren ViT 24 16 0 25 Nov 2021
Highly Efficient Natural Image Matting Yijie Zhong S. Jaiswal Lv Tang H. Tang Shouhong Ding 3DV 33 19 0 25 Oct 2021
Improving Time Series Classification Algorithms Using Octave-Convolutional Layers Samuel Harford Fazle Karim H. Darabi AI4TS 22 1 0 28 Sep 2021
Learning Versatile Convolution Filters for Efficient Visual Recognition Kai Han Yunhe Wang Chang Xu Chunjing Xu Enhua Wu Dacheng Tao 16 8 0 20 Sep 2021
Dense Pruning of Pointwise Convolutions in the Frequency Domain Mark Buckler Neil Adit Yuwei Hu Zhiru Zhang Adrian Sampson 3DPC 32 2 0 16 Sep 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 22 15 0 07 Sep 2021
RiWNet: A moving object instance segmentation Network being Robust in adverse Weather conditions Chenjie Wang Chengyuan Li B. Luo Wei Wang Jun Liu 16 5 0 04 Sep 2021
An Attention Module for Convolutional Neural Networks Zhu Baozhou P. Hofstee Jinho Lee Zaid Al-Ars 14 24 0 18 Aug 2021
Log-Polar Space Convolution for Convolutional Neural Networks Bing-Huang Su Ji-Rong Wen 11 1 0 26 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 19 11 0 16 Jul 2021
Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules H. Fu F. Liang Jianping Lin Bing Li Mohammad Akbari Jie Liang Guohe Zhang Dong Liu Chengjie Tu Jingning Han 21 53 0 14 Jul 2021
Content-Aware Convolutional Neural Networks Yong Guo Yaofo Chen Mingkui Tan K. Jia Jian Chen Jingdong Wang 30 8 0 30 Jun 2021
Direction-aware Feature-level Frequency Decomposition for Single Image Deraining Sen Deng Yidan Feng Mingqiang Wei Haoran Xie Yiping Chen Jonathan Li Xiao-Ping Zhang Jing Qin 12 3 0 15 Jun 2021
Scale-invariant scale-channel networks: Deep networks that generalise to previously unseen scales Ylva Jansson T. Lindeberg 11 23 0 11 Jun 2021
Dynamic Resolution Network Mingjian Zhu Kai Han Enhua Wu Qiulin Zhang Ying Nie Zhenzhong Lan Yunhe Wang OOD 27 49 0 05 Jun 2021