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
AdaGNN: Graph Neural Networks with Adaptive Frequency Response Filter Yushun Dong Kaize Ding B. Jalaeian Shuiwang Ji Jundong Li 64 60 0 26 Apr 2021
STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains Fabian Gröger Anne-Marie Rickmann Christian Wachinger 26 4 0 23 Apr 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 63 1,224 0 22 Apr 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Huayu Chen Boqing Gong ViT 251 577 0 22 Apr 2021
Towards Fast and Accurate Real-World Depth Super-Resolution: Benchmark Dataset and Baseline Lingzhi He Hongguang Zhu Feng Li H. Bai Runmin Cong Chunjie Zhang Chunyu Lin Meiqin Liu Yao Zhao MDE 33 84 0 13 Apr 2021
Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction Chun-Mei Feng Zhanyuan Yang Geng Chen Yong Xu Ling Shao 24 29 0 12 Apr 2021
Busy-Quiet Video Disentangling for Video Classification Guoxi Huang A. Bors 25 6 0 29 Mar 2021
BA^2M: A Batch Aware Attention Module for Image Classification Qishang Cheng Hongliang Li Qi Wu K. Ngan 17 6 0 28 Mar 2021
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification Chun-Fu Chen Quanfu Fan Yikang Shen ViT 28 1,424 0 27 Mar 2021
An Image is Worth 16x16 Words, What is a Video Worth? Gilad Sharir Asaf Noy Lihi Zelnik-Manor ViT 24 120 0 25 Mar 2021
Diverse Branch Block: Building a Convolution as an Inception-like Unit Xiaohan Ding Xinming Zhang Jungong Han Guiguang Ding AI4CE 25 277 0 24 Mar 2021
Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction Mobarakol Islam Navodini Wijethilake Hongliang Ren 21 32 0 17 Mar 2021
Learning Frequency-aware Dynamic Network for Efficient Super-Resolution Wenbin Xie Dehua Song Chang Xu Chunjing Xu Hui Zhang Yunhe Wang SupR 28 67 0 15 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing Guo Lei Ma Yang Liu AAML 33 132 0 27 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 283 1,984 0 09 Feb 2021
Octave Mix: Data augmentation using frequency decomposition for activity recognition Tatsuhito Hasegawa 30 3 0 08 Jan 2021
Object Detection based on OcSaFPN in Aerial Images with Noise Chengyuan Li Jun Liu H. Hong Wenju Mao Chenjie Wang Chudi Hu X. Su B. Luo 30 4 0 18 Dec 2020
Learning Omni-frequency Region-adaptive Representations for Real Image Super-Resolution Xin Li Xin Jin Tao Yu Yingxue Pang Simeng Sun Zhizheng Zhang Zhibo Chen SupR 21 39 0 11 Dec 2020
A3D: Adaptive 3D Networks for Video Action Recognition Sijie Zhu Taojiannan Yang Matías Mendieta Chong Chen 3DH 29 12 0 24 Nov 2020
MGIC: Multigrid-in-Channels Neural Network Architectures Moshe Eliasof Jonathan Ephrath Lars Ruthotto Eran Treister 39 7 0 17 Nov 2020
Multi-Temporal Convolutions for Human Action Recognition in Videos Alexandros Stergiou R. Poppe 24 1 0 08 Nov 2020
Mining Generalized Features for Detecting AI-Manipulated Fake Faces Yang Yu R. Ni Yao-Min Zhao CVBM 12 11 0 27 Oct 2020
A QP-adaptive Mechanism for CNN-based Filter in Video Coding Chao Liu Heming Sun J. Katto Xiaoyang Zeng Yibo Fan MQ 22 5 0 25 Oct 2020
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification Yulin Wang Kangchen Lv Rui Huang Shiji Song Le Yang Gao Huang 3DH 8 148 0 11 Oct 2020
Dissected 3D CNNs: Temporal Skip Connections for Efficient Online Video Processing Okan Kopuklu Stefan Hormann Fabian Herzog Hakan Çevikalp Gerhard Rigoll 3DPC 21 15 0 30 Sep 2020
FAN: Frequency Aggregation Network for Real Image Super-resolution Yingxue Pang Xin Li Xin Jin Yaojun Wu Jianzhao Liu Sen Liu Zhibo Chen 31 25 0 30 Sep 2020
KutralNet: A Portable Deep Learning Model for Fire Recognition Angel Ayala Bruno José Torres Fernandes Francisco Cruz David Macêdo Adriano Oliveira Cleber Zanchettin 11 15 0 16 Aug 2020
Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition Taeoh Kim Hyeongmin Lee Myeongah Cho Hankook Lee Dong Heon Cho Sangyoun Lee 33 24 0 13 Aug 2020
Exploring Multi-Scale Feature Propagation and Communication for Image Super Resolution Ruicheng Feng W. Guan Yu Qiao Chao Dong SupR 19 7 0 01 Aug 2020
U2-ONet: A Two-level Nested Octave U-structure with Multiscale Attention Mechanism for Moving Instances Segmentation Chenjie Wang Chengyuan Li B. Luo 27 2 0 26 Jul 2020
PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer Duo Li Anbang Yao Qifeng Chen 21 30 0 13 Jul 2020
Efficient Unpaired Image Dehazing with Cyclic Perceptual-Depth Supervision Chen Liu Jiaqi Fan G. Yin MDE 8 4 0 10 Jul 2020
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks Rajat Saini N. Jha B. K. Das Sparsh Mittal C.Krishna Mohan 29 83 0 26 Jun 2020
DO-Conv: Depthwise Over-parameterized Convolutional Layer Jinming Cao Yangyan Li Mingchao Sun Ying-Cong Chen Dani Lischinski Daniel Cohen-Or Baoquan Chen Changhe Tu OOD 33 166 0 22 Jun 2020
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection Fan Yang X. Xiao 13 14 0 05 Jun 2020
Joint Multi-Dimension Pruning via Numerical Gradient Update Zechun Liu Xinming Zhang Zhiqiang Shen Zhe Li Yichen Wei Kwang-Ting Cheng Jian Sun 47 19 0 18 May 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 73 1,001 0 09 Apr 2020
COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays Xin Li Chengyin Li D. Zhu 24 79 0 06 Apr 2020
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation R. B. D. N. Junior Luiz Felipe Verccosa David Macêdo B. Bezerra Cleber Zanchettin 14 15 0 03 Apr 2020
Semi-supervised Learning for Few-shot Image-to-Image Translation Yaxing Wang Salman Khan Abel Gonzalez-Garcia Joost van de Weijer Fahad Shahbaz Khan VLM 30 46 0 30 Mar 2020
SlimConv: Reducing Channel Redundancy in Convolutional Neural Networks by Weights Flipping Jiaxiong Qiu Cai Chen Shuaicheng Liu B. Zeng 20 39 0 16 Mar 2020
Spectral Graph Attention Network with Fast Eigen-approximation Heng Chang Yu Rong Tingyang Xu Wenbing Huang Somayeh Sojoudi Junzhou Huang Wenwu Zhu GNN 52 32 0 16 Mar 2020
Resolution Adaptive Networks for Efficient Inference Le Yang Yizeng Han Xi Chen Shiji Song Jifeng Dai Gao Huang 24 215 0 16 Mar 2020
Highly Efficient Salient Object Detection with 100K Parameters Shanghua Gao Yong-qiang Tan Ming-Ming Cheng Chengze Lu Yunpeng Chen Shuicheng Yan 231 168 0 12 Mar 2020
Searching for Winograd-aware Quantized Networks Javier Fernandez-Marques P. Whatmough Andrew Mundy Matthew Mattina MQ 17 40 0 25 Feb 2020
Generalized Octave Convolutions for Learned Multi-Frequency Image Compression Mohammad Akbari Jie Liang Jingning Han Chengjie Tu 11 19 0 24 Feb 2020
CTM: Collaborative Temporal Modeling for Action Recognition Li-Yu Daisy Liu Tao Wang Jie Liu Yang Guan Qi Bu Longfei Yang TTA 6 0 0 08 Feb 2020
Least squares binary quantization of neural networks Hadi Pouransari Zhucheng Tu Oncel Tuzel MQ 17 32 0 09 Jan 2020
Robustness of Brain Tumor Segmentation Sabine Müller Joachim Weickert N. Graf AAML OOD 22 5 0 24 Dec 2019
ResNetX: a more disordered and deeper network architecture Wenfeng Feng Xin Zhang Guangpeng Zhao 40 2 0 18 Dec 2019