Global Filter Networks for Image Classification

1 July 2021

Wenliang Zhao

Jie Zhou

Papers citing "Global Filter Networks for Image Classification"

50 / 54 papers shown

Title
Image Recognition with Online Lightweight Vision Transformer: A Survey Zherui Zhang Rongtao Xu Jie Zhou Changwei Wang Xingtian Pei ... Jiguang Zhang Li Guo Longxiang Gao W. Xu Shibiao Xu ViT 142 0 0 06 May 2025
FREAK: Frequency-modulated High-fidelity and Real-time Audio-driven Talking Portrait Synthesis Ziqi Ni Ao Fu Yi Zhou 61 0 0 06 Mar 2025
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction Xiang Xu Hao Wang Wei Guo L. Zhang Wanshan Yang R. Yu Y. Liu Defu Lian Enhong Chen 35 5 0 22 Nov 2024
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object Detection Pengfei Lyu Pak-Hei Yeung Xiufei Cheng Xiaosheng Yu Chengdong Wu Jagath C. Rajapakse 39 0 0 06 Nov 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 40 0 0 11 Aug 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Y. Chen X. Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang W. Liu Jie Hu EGVM 61 1 0 24 Jun 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights Moein Heidari Reza Azad Sina Ghorbani Kolahi René Arimond Leon Niggemeier ... Afshin Bozorgpour Ehsan Khodapanah Aghdam A. Kazerouni I. Hacihaliloglu Dorit Merhof 45 7 0 28 Mar 2024
Learning Correction Errors via Frequency-Self Attention for Blind Image Super-Resolution Haochen Sun Yan Yuan Lijuan Su Hao-Yu Shao 41 1 0 12 Mar 2024
Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting Asif Iqbal P. Gope Biplab Sikdar 20 1 0 03 Mar 2024
Windowed-FourierMixer: Enhancing Clutter-Free Room Modeling with Fourier Transform Bruno Henriques Benjamin Allaert Jean-Philippe Vandeborre 3DV 29 0 0 28 Feb 2024
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI Taymaz Akan Sait Alp M. A. N. Bhuiyan MedIm 19 3 0 06 Jan 2024
Graph Convolutions Enrich the Self-Attention in Transformers! Jeongwhan Choi Hyowon Wi Jayoung Kim Yehjin Shin Kookjin Lee Nathaniel Trask Noseong Park 25 4 0 07 Dec 2023
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks Chenhui Xu Fuxun Yu Zirui Xu Chenchen Liu Jinjun Xiong Xiang Chen 33 4 0 29 Nov 2023
Mobile Foundation Model as Firmware Jinliang Yuan Chenchen Yang Dongqi Cai Shihe Wang Xin Yuan ... Di Zhang Hanzi Mei Xianqing Jia Shangguang Wang Mengwei Xu 40 19 0 28 Aug 2023
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers Tobias Christian Nauen Sebastián M. Palacio Federico Raue Andreas Dengel 42 3 0 18 Aug 2023
Enhancing Reliability in Federated mmWave Networks: A Practical and Scalable Solution using Radar-Aided Dynamic Blockage Recognition Mohammad M. Al-Quraan A. Zoha Anthony Centeno H. Salameh Sami Muhaidat Muhammad Ali Imran Lina S. Mohjazi 13 5 0 22 Jun 2023
iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer Toshihiro Ota Masato Taki 29 2 0 25 Apr 2023
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer Jiahao Wang Songyang Zhang Yong Liu Taiqiang Wu Yujiu Yang Xihui Liu Kai-xiang Chen Ping Luo Dahua Lin 30 20 0 12 Apr 2023
Resolution-Invariant Image Classification based on Fourier Neural Operators Samira Kabri Tim Roith Daniel Tenbrinck Martin Burger 23 5 0 02 Apr 2023
Top-Down Visual Attention from Analysis by Synthesis Baifeng Shi Trevor Darrell Xin Eric Wang 22 28 0 23 Mar 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 26 6 0 16 Feb 2023
FV-MgNet: Fully Connected V-cycle MgNet for Interpretable Time Series Forecasting Jianqing Zhu Juncai He Lian Zhang Jinchao Xu 26 3 0 02 Feb 2023
FPANet: Frequency-based Video Demoireing using Frame-level Post Alignment Gyeongrok Oh Heon Gu Jinkyu Kim Sangpil Kim 33 4 0 18 Jan 2023
Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral Enhancement Che Liu Sibo Cheng Weiping Ding Rossella Arcucci 36 9 0 10 Jan 2023
Dynamic Test-Time Augmentation via Differentiable Functions Shohei Enomoto Monikka Roslianna Busto Takeharu Eda OOD 35 5 0 09 Dec 2022
Lightweight Structure-Aware Attention for Visual Understanding Heeseung Kwon F. M. Castro M. Marín-Jiménez N. Guil Alahari Karteek 28 2 0 29 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 31 129 0 22 Nov 2022
ParCNetV2: Oversized Kernel with Enhanced Attention Ruihan Xu Haokui Zhang Wenze Hu Shiliang Zhang Xiaoyu Wang ViT 30 6 0 14 Nov 2022
Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images Yan Zhang Xiyuan Gao Qingyan Duan Jiaxu Leng Xiao Pu Xinbo Gao ViT 16 1 0 28 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 34 156 0 24 Oct 2022
FCT-GAN: Enhancing Table Synthesis via Fourier Transform Zilong Zhao Robert Birke L. Chen 21 7 0 12 Oct 2022
WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability Yufan Zhuang Zihan Wang Fangbo Tao Jingbo Shang ViT AI4TS 32 3 0 05 Oct 2022
Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation Li Gu E. Popov D. Ge ObjD 4 5 0 01 Sep 2022
Efficient Attention-free Video Shift Transformers Adrian Bulat Brais Martínez Georgios Tzimiropoulos ViT 27 1 0 23 Aug 2022
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification Kaini Wang Yuting He Shuaishuai Zhuang Juzheng Miao Xiaopu He Ping Zhou Guanyu Yang Guangquan Zhou Shuo Li 17 15 0 04 Jul 2022
WaveMix: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan Kavitha Viswanathan S. AnanduA A. Sethi 15 20 0 28 May 2022
Deep Frequency Filtering for Domain Generalization Shiqi Lin Zhizheng Zhang Zhipeng Huang Yan Lu Cuiling Lan ... Jiang Wang Zicheng Liu Amey Parulkar V. Navkal Zhibo Chen 27 49 0 23 Mar 2022
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning Yang He Weihan Liang Dongyang Zhao Hong-Yu Zhou Weifeng Ge Yizhou Yu Wenqiang Zhang ViT 25 45 0 17 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding X. Zhang Yi Zhou Jungong Han Guiguang Ding Jian-jun Sun VLM 49 528 0 13 Mar 2022
Regional-Local Adversarially Learned One-Class Classifier Anomalous Sound Detection in Global Long-Term Space Yuyang Sha J. Faber S. Gou Bonnie M. Liu Wei Li ... T. Steckenreiter D. Vnucec Nadine Wetzstein A. Widl Kai Zhou AAML 25 6 0 26 Feb 2022
Mixing and Shifting: Exploiting Global and Local Dependencies in Vision MLPs Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou 22 14 0 14 Feb 2022
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting Tian Zhou Ziqing Ma Qingsong Wen Xue Wang Liang Sun Rong Jin AI4TS 16 1,303 0 30 Jan 2022
DynaMixer: A Vision MLP Architecture with Dynamic Mixing Ziyu Wang Wenhao Jiang Yiming Zhu Li Yuan Yibing Song Wei Liu 40 43 0 28 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 42 4,972 0 10 Jan 2022
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 94 551 0 02 Dec 2021
An Image Patch is a Wave: Phase-Aware Vision MLP Yehui Tang Kai Han Jianyuan Guo Chang Xu Yanxi Li Chao Xu Yunhe Wang 24 133 0 24 Nov 2021
Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao Yiming Liu Fengze Liu Qingli Li Wei Shen Yan Wang 32 145 0 23 Nov 2021
Hire-MLP: Vision MLP via Hierarchical Rearrangement Jianyuan Guo Yehui Tang Kai Han Xinghao Chen Han Wu Chao Xu Chang Xu Yunhe Wang 46 105 0 30 Aug 2021
A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP Yucheng Zhao Guangting Wang Chuanxin Tang Chong Luo Wenjun Zeng Zhengjun Zha 33 69 0 30 Aug 2021
CycleMLP: A MLP-like Architecture for Dense Prediction Shoufa Chen Enze Xie Chongjian Ge Runjian Chen Ding Liang Ping Luo 19 231 0 21 Jul 2021