Learning in the Frequency Domain

27 February 2020

Kai Xu

Papers citing "Learning in the Frequency Domain"

46 / 146 papers shown

Title
Improving Vision Transformers by Revisiting High-frequency Components Jiawang Bai Liuliang Yuan Shutao Xia Shuicheng Yan Zhifeng Li W. Liu ViT 8 90 0 03 Apr 2022
Few-shot One-class Domain Adaptation Based on Frequency for Iris Presentation Attack Detection Yachun Li Yingzi Lian Jingjing Wang Yuhui Chen Chunmao Wang Shiliang Pu CVBM 14 5 0 01 Apr 2022
FAR: Fourier Aerial Video Recognition D. Kothandaraman Tianrui Guan Xijun Wang Sean Hu Ming-Shun Lin Dinesh Manocha 21 13 0 21 Mar 2022
Towards Robust 2D Convolution for Reliable Visual Recognition Lida Li Shuai Li Kun Wang Xiangchu Feng Lei Zhang 17 1 0 18 Mar 2022
DCT-Former: Efficient Self-Attention with Discrete Cosine Transform Carmelo Scribano Giorgia Franchini M. Prato Marko Bertogna 18 21 0 02 Mar 2022
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations Benwei Wu O. Hennigh Jan Kautz S. Choudhry Wonmin Byeon MLAU AI4CE 4 10 0 24 Feb 2022
Exploiting Fine-grained Face Forgery Clues via Progressive Enhancement Learning Qiqi Gu Shen Chen Taiping Yao Yang Chen Shouhong Ding Ran Yi CVBM 28 127 0 28 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
Unsupervised Image Denoising with Frequency Domain Knowledge Nahyun Kim Dong-Won Jang Sunhyeok Lee Bomi Kim Dae-Shik Kim 16 6 0 29 Nov 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
FreqNet: A Frequency-domain Image Super-Resolution Network with Dicrete Cosine Transform Runyuan Cai Yue Ding Hongtao Lu SupR 46 5 0 21 Nov 2021
$Frequency learning for structured CNN filters with Gaussian fractional derivatives$ Frequency learning for structured CNN filters with Gaussian fractional derivatives Nikhil Saldanha S. Pintea J. C. V. Gemert Nergis Tomen 20 7 0 12 Nov 2021
Unsupervised Image Decomposition with Phase-Correlation Networks Angel Villar-Corrales Sven Behnke OCL 25 4 0 07 Oct 2021
TBNet:Two-Stream Boundary-aware Network for Generic Image Manipulation Localization Zan Gao Chao Sun Zhiyong Cheng Weili Guan Anan Liu Meng Wang 19 23 0 10 Aug 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-identification Takashi Isobe Dong Li Lu Tian Weihua Chen Yi Shan Shengjin Wang OOD 27 62 0 07 Aug 2021
Deep Learning Based Image Retrieval in the JPEG Compressed Domain Shrikant Temburwar B. Rajesh M. Javed VLM 22 3 0 08 Jul 2021
Spectral Unsupervised Domain Adaptation for Visual Recognition Jingyi Zhang Jiaxing Huang Zichen Tian Shijian Lu 20 66 0 11 Jun 2021
DECORE: Deep Compression with Reinforcement Learning Manoj Alwani Yang Wang Vashisht Madhavan AI4CE 18 40 0 11 Jun 2021
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu AAML 35 76 0 05 Jun 2021
SOLQ: Segmenting Objects by Learning Queries Bin Dong Fangao Zeng Tiancai Wang X. Zhang Yichen Wei ISeg 20 116 0 04 Jun 2021
F-Drop&Match: GANs with a Dead Zone in the High-Frequency Domain Shinýa Yamaguchi Sekitoshi Kanai 14 4 0 04 Jun 2021
A Frequency Domain Constraint for Synthetic and Real X-ray Image Super Resolution Qing Ma Jae Chul Koh WonSook Lee OOD 20 3 0 14 May 2021
Few-Shot Learning by Integrating Spatial and Frequency Representation Xiangyu Chen Guanghui Wang 27 27 0 11 May 2021
AFINet: Attentive Feature Integration Networks for Image Classification Xinglin Pan Jing Xu Y. Pan Liangjiang Wen Wenxiang Lin Kun Bai Zenglin Xu 21 10 0 10 May 2021
Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review Burhan Rashid Hussein O. A. Malik Wee-Hong Ong Johan Willem Frederik Slik 8 4 0 18 Apr 2021
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang Shuang Xu Chunxia Zhang Junmin Liu 34 91 0 14 Apr 2021
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network Xiao-Xia Qu Feng Gao Junyu Dong Q. Du Hengchao Li 11 86 0 14 Apr 2021
Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection Jiaming Li Hongtao Xie Jiahong Li Zhongyuan Wang Yongdong Zhang CVBM 29 237 0 16 Mar 2021
Time and Frequency Network for Human Action Detection in Videos Changhai Li Huawei Chen Jingqing Lu Yang Huang Yingying Liu 3DH AI4TS 13 2 0 08 Mar 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 30 218 0 03 Mar 2021
FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation Chaofan Tao Rui Lin Quan Chen Zhaoyang Zhang Ping Luo Ngai Wong MQ 26 7 0 15 Feb 2021
Spectral Roll-off Points Variations: Exploring Useful Information in Feature Maps by Its Variations Yunkai Yu Yuyang You Zhihong Yang Guozheng Liu Peiyao Li Zhicheng Yang Wenjing Shan 16 2 0 31 Jan 2021
Fighting deepfakes by detecting GAN DCT anomalies O. Giudice Luca Guarnera S. Battiato 26 85 0 24 Jan 2021
Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks B. Yousaf Muhammad Usama Waqas Sultani Arif Mahmood Junaid Qadir 17 8 0 03 Jan 2021
CNNs for JPEGs: A Study in Computational Cost Samuel Felipe dos Santos N. Sebe Jurandy Almeida 22 2 0 26 Dec 2020
Focal Frequency Loss for Image Reconstruction and Synthesis Liming Jiang Bo Dai Wayne Wu Chen Change Loy 44 265 0 23 Dec 2020
FcaNet: Frequency Channel Attention Networks Zequn Qin Pengyi Zhang Fei Wu Xi Li 17 678 0 22 Dec 2020
Rethinking FUN: Frequency-Domain Utilization Networks Kfir Goldberg Stav Shapiro Elad Richardson S. Avidan 30 8 0 06 Dec 2020
Image inpainting using frequency domain priors H. Roy Subhajit Chaudhury T. Yamasaki T. Hashimoto 8 16 0 03 Dec 2020
DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation Xing Shen Jirui Yang Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang ISeg 18 62 0 19 Nov 2020
DCT-SNN: Using DCT to Distribute Spatial Information over Time for Learning Low-Latency Spiking Neural Networks Isha Garg Sayeed Shafayet Chowdhury Kaushik Roy 11 13 0 05 Oct 2020
On the spatiotemporal behavior in biology-mimicking computing systems J. Végh Ádám-József Berki 6 6 0 18 Sep 2020
Defending Against Multiple and Unforeseen Adversarial Videos Shao-Yuan Lo Vishal M. Patel AAML 23 23 0 11 Sep 2020
MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning Hanbin Zhao Yongjian Fu Mintong Kang Qi Tian Fei Wu Xi Li CLL 23 98 0 28 Jun 2020
Which scaling rule applies to Artificial Neural Networks János Végh 21 9 0 15 May 2020
Detail-Preserving Pooling in Deep Networks Faraz Saeedan Nicolas Weber Michael Goesele Stefan Roth 50 90 0 11 Apr 2018