Learning in the Frequency Domain

27 February 2020

Kai Xu

Papers citing "Learning in the Frequency Domain"

50 / 146 papers shown

Title
Deep Learning-based MRI Reconstruction with Artificial Fourier Transform Network (AFTNet) Yanting Yang Jeffery Siyuan Tian Matthieu Dagommer Jia Guo Matthieu Dagommer Jia Guo MedIm 21 0 0 18 Dec 2023
Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems Andrew C. Freeman Ketan Mayer-Patel Montek Singh 27 5 0 13 Dec 2023
AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer Joon-Byum Kwon Sooyoung Kim Yuewei Lin Shinjae Yoo Jiook Cha 26 10 0 10 Dec 2023
FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning Hossein Fereidooni Alessandro Pegoraro Phillip Rieger Alexandra Dmitrienko Ahmad-Reza Sadeghi AAML 13 12 0 07 Dec 2023
FreeKD: Knowledge Distillation via Semantic Frequency Prompt Yuan Zhang Tao Huang Jiaming Liu Tao Jiang Kuan Cheng Shanghang Zhang AAML 22 11 0 20 Nov 2023
Frequency Domain-based Dataset Distillation DongHyeok Shin Seungjae Shin Il-Chul Moon DD 33 19 0 15 Nov 2023
TokenMotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection Via Learnable Token Selection Zifan Yu E. Tavakoli Meida Chen Suya You Raghuveer Rao Sanjeev Agarwal Fengbo Ren 13 2 0 05 Nov 2023
Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN Weiwen Zhang Dawei Yang Haoxuan Che A. Ran Carol Y. Cheung Hao Chen 17 1 0 29 Sep 2023
CauDR: A Causality-inspired Domain Generalization Framework for Fundus-based Diabetic Retinopathy Grading Hao Wei Peilun Shi Juzheng Miao Minqing Zhang Guitao Bai Jianing Qiu Furui Liu Wu Yuan MedIm OOD 18 3 0 27 Sep 2023
Containing Analog Data Deluge at Edge through Frequency-Domain Compression in Collaborative Compute-in-Memory Networks Nastaran Darabi A. R. Trivedi 19 0 0 20 Sep 2023
Holistic Geometric Feature Learning for Structured Reconstruction Ziqiong Lu Linxi Huan Qiyuan Ma Xianwei Zheng 12 1 0 18 Sep 2023
Dynamic Spectrum Mixer for Visual Recognition Zhiqiang Hu Tao Yu 16 3 0 13 Sep 2023
ADC/DAC-Free Analog Acceleration of Deep Neural Networks with Frequency Transformation Nastaran Darabi Maeesha Binte Hashem Hongyi Pan Ahmet Cetin Wilfred Gomes A. R. Trivedi 11 4 0 04 Sep 2023
Privacy-Preserving Face Recognition Using Random Frequency Components Yuxi Mi Y. Huang Jia-Bao Ji Minyi Zhao Jiaxiang Wu Xingkun Xu Shouhong Ding Shuigeng Zhou CVBM PICV 18 13 0 21 Aug 2023
Diverse Cotraining Makes Strong Semi-Supervised Segmentor Yijiang Li Xinjiang Wang Lihe Yang Litong Feng Wayne Zhang Ying Gao 14 15 0 18 Aug 2023
JPEG Quantized Coefficient Recovery via DCT Domain Spatial-Frequential Transformer Ming-Yan Ouyang Zhenzhong Chen MQ 25 1 0 17 Aug 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 32 7 0 31 Jul 2023
Both Spatial and Frequency Cues Contribute to High-Fidelity Image Inpainting Ze Lu Yalei Lv Wenqi Wang Pengfei Xiong 28 1 0 15 Jul 2023
Dynamic Size Message Scheduling for Multi-Agent Communication under Limited Bandwidth Qingshuang Sun Denis Steckelmacher Y. Yao Ann Nowé Raphael Avalos AI4CE 24 0 0 16 Jun 2023
CFDP: Common Frequency Domain Pruning Samir Khaki Weihan Luo 3DV 33 5 0 07 Jun 2023
S $^2$ ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation An-Chi Wang Mengya Xu Yang Zhang Mobarakol Islam Hongliang Ren 26 15 0 01 Jun 2023
DNN-Compressed Domain Visual Recognition with Feature Adaptation Yingpeng Deng Lina Karam 16 1 0 13 May 2023
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection Anwei Luo Chen Kong Jiwu Huang Yongjian Hu Xiangui Kang Alex C. Kot AAML 25 39 0 24 Apr 2023
Frequency Regularization: Restricting Information Redundancy of Convolutional Neural Networks Chenqiu Zhao Guanfang Dong Shupei Zhang Zijie Tan Anup Basu 13 1 0 17 Apr 2023
MC-MLP:Multiple Coordinate Frames in all-MLP Architecture for Vision Zhimin Zhu Jianguo Zhao Tong Mu Yuliang Yang Mengyu Zhu 27 0 0 08 Apr 2023
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation Qi-jun Zhao Ce Zheng Mengyuan Liu Pichao Wang C. L. P. Chen ViT 20 86 0 30 Mar 2023
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
Frequency-domain Learning for Volumetric-based 3D Data Perception Zifan Yu Suya You Fengbo Ren 16 0 0 16 Feb 2023
A Survey on Deep Learning based Time Series Analysis with Frequency Transformation Kun Yi Qi Zhang LongBing Cao Shoujin Wang Guodong Long Liang Hu Hui He ZhenDong Niu Wei Fan Hui Xiong AI4TS 55 21 0 04 Feb 2023
Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution Zhongwei Qiu Huan Yang Jianlong Fu Daochang Liu Chang Xu Dongmei Fu AI4TS SupR 20 1 0 27 Dec 2022
Painterly Image Harmonization in Dual Domains Junyan Cao Y. Hong Li Niu 30 21 0 17 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 30 5 0 12 Dec 2022
FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting Maowei Jiang Pengyu Zeng Kai-Ming Wang Huan Liu Wenbo Chen Haoran Liu AI4TS 29 50 0 02 Dec 2022
Explicitly Increasing Input Information Density for Vision Transformers on Small Datasets Xiangyu Chen Ying Qin Wenju Xu A. Bur Cuncong Zhong Guanghui Wang ViT 38 3 0 25 Oct 2022
Compressed Vision for Efficient Video Understanding Olivia Wiles João Carreira Iain Barr Andrew Zisserman Mateusz Malinowski 14 7 0 06 Oct 2022
DPFNet: A Dual-branch Dilated Network with Phase-aware Fourier Convolution for Low-light Image Enhancement Yunliang Zhuang Zhuoran Zheng Chengzhi Lyu 25 7 0 16 Sep 2022
FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive Learning Li-Huan Du Guohao Lan 16 4 0 14 Sep 2022
Semantic Segmentation in Learned Compressed Domain Jinming Liu Heming Sun J. Katto 16 9 0 03 Sep 2022
Boosting Night-time Scene Parsing with Learnable Frequency Zhifeng Xie Sen Wang Ke Xu Zhizhong Zhang Xin Tan Yuan Xie Lizhuang Ma 24 21 0 30 Aug 2022
Out-of-distribution Detection via Frequency-regularized Generative Models Mu Cai Yixuan Li OODD 11 31 0 18 Aug 2022
Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution Zhongwei Qiu Huan Yang Jianlong Fu Dongmei Fu SupR 16 39 0 05 Aug 2022
Explicit Use of Fourier Spectrum in Generative Adversarial Networks Soroush Sheikh Gargar GAN OOD 27 0 0 02 Aug 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 14 18 0 26 Jul 2022
Few-shot Fine-grained Image Classification via Multi-Frequency Neighborhood and Double-cross Modulation Hegui Zhu Zhan Gao Jiayi Wang Yangqiaoyu Zhou Chengqing Li 11 6 0 18 Jul 2022
DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain Yuxi Mi Y. Huang Jia-Bao Ji Hongquan Liu Xingkun Xu Shouhong Ding Shuigeng Zhou PICV CVBM 14 27 0 15 Jul 2022
Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain Jia-Bao Ji Huan Wang Y. Huang Jiaxiang Wu Xingkun Xu Shouhong Ding Shengchuan Zhang Liujuan Cao Rongrong Ji CVBM PICV 40 35 0 15 Jul 2022
Invisible Backdoor Attacks Using Data Poisoning in the Frequency Domain Chang Yue Peizhuo Lv Ruigang Liang Kai Chen AAML 23 10 0 09 Jul 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
Fast Vision Transformers with HiLo Attention Zizheng Pan Jianfei Cai Bohan Zhuang 28 152 0 26 May 2022
The Devil is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-Training Hao Liu Xinghua Jiang Xin Li Antai Guo Deqiang Jiang Bo Ren 24 36 0 18 Apr 2022