Learning in the Frequency Domain

27 February 2020

Kai Xu

Papers citing "Learning in the Frequency Domain"

50 / 146 papers shown

Title
FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning Ruixiao Shi Fu Feng Yucheng Xie Jing Wang Xin Geng 29 0 0 13 May 2025
FreqKV: Frequency Domain Key-Value Compression for Efficient Context Window Extension Jushi Kai Boyi Zeng Y. Wang Haoli Bai Bo Jiang Zhouhan Lin 37 0 0 01 May 2025
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining Weizhen He Yunfeng Yan Shixiang Tang Yiheng Deng Yangyang Zhong Pengxin Luo Donglian Qi VLM 94 1 0 29 Apr 2025
Purifying, Labeling, and Utilizing: A High-Quality Pipeline for Small Object Detection Siwei Wang Zhiwei Chen Liujuan Cao Rongrong Ji ObjD 69 0 0 29 Apr 2025
Frequency-Compensated Network for Daily Arctic Sea Ice Concentration Prediction Jialiang Zhang Feng Gao Yanhai Gan Junyu Dong Q. Du 26 0 0 23 Apr 2025
Filtering with Time-frequency Analysis: An Adaptive and Lightweight Model for Sequential Recommender Systems Based on Discrete Wavelet Transform Sheng Lu Mingxi Ge Jiuyi Zhang Wanli Zhu Guanjin Li Fangming Gu AI4TS 58 0 0 30 Mar 2025
A Proposal for Networks Capable of Continual Learning Zeki Doruk Erden Boi Faltings CLL 49 0 0 28 Mar 2025
Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations Shuo Li Jiajun Sun Guodong Zheng Xiaoran Fan Yujiong Shen ... Wenming Tan Tao Ji Tao Gui Qi Zhang Xuanjing Huang AAML VLM 85 0 0 19 Mar 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation Wenzhao Xiang Chang Liu Hongyang Yu Xilin Chen 31 0 0 02 Mar 2025
ArrayBot: Reinforcement Learning for Generalizable Distributed Manipulation through Touch Zhengrong Xue H. Zhang Jin Cheng Zhengmao He Yuanchen Ju Chan-Yu Lin Gu Zhang Huazhe Xu OffRL 88 9 0 20 Feb 2025
Continually Learning Structured Visual Representations via Network Refinement with Rerelation Zeki Doruk Erden Boi Faltings CLL 67 0 0 20 Feb 2025
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Yixian Shen Qi Bi Jia-Hong Huang Hongyi Zhu Andy D. Pimentel Anuj Pathania 46 0 0 08 Feb 2025
DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification Weijia Cao Xiaofei Yang Yicong Zhou Zheng Zhang 70 0 0 04 Feb 2025
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining Zongru Wu Pengzhou Cheng Lingyong Fang Zhuosheng Zhang Gongshen Liu AAML SILM 78 0 0 03 Dec 2024
FSMLP: Modelling Channel Dependencies With Simplex Theory Based Multi-Layer Perceptions In Frequency Domain Zhengnan Li Haoxuan Li Hao Wang Jun Fang Duoyin Li Yunxiao Qin AI4TS 165 0 0 02 Dec 2024
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting Chiu-Wai Yan Shi Quan Foo Van Hoan Trinh Dit-Yan Yeung Ka-Hing Wong W. Wong 37 1 0 30 Oct 2024
GlobalMamba: Global Image Serialization for Vision Mamba Chengkun Wang Wenzhao Zheng Jie Zhou Jiwen Lu Mamba 35 0 0 14 Oct 2024
Parameter-Efficient Fine-Tuning via Selective Discrete Cosine Transform Yixian Shen Qi Bi Jia-Hong Huang Hongyi Zhu Anuj Pathania 25 1 0 09 Oct 2024
Continual Learning in the Frequency Domain Ruiqi Liu Boyu Diao Libo Huang Zijia An Zhulin An Yongjun Xu VLM CLL 28 7 0 09 Oct 2024
MixLinear: Extreme Low Resource Multivariate Time Series Forecasting with 0.1K Parameters Aitian Ma Dongsheng Luo Mo Sha AI4TS 36 1 0 02 Oct 2024
Frequency-Guided Spatial Adaptation for Camouflaged Object Detection Shizhou Zhang Dexuan Kong Yinghui Xing Yue Lu Lingyan Ran Guoqiang Liang Hexu Wang Yanning Zhang 30 5 0 19 Sep 2024
DCT-CryptoNets: Scaling Private Inference in the Frequency Domain Arjun Roy Kaushik Roy 113 1 0 27 Aug 2024
DFE-IANet: A Method for Polyp Image Classification Based on Dual-domain Feature Extraction and Interaction Attention Wei Wang Jixing He Xin Wang 47 0 0 30 Jul 2024
Octave-YOLO: Cross frequency detection network with octave convolution Sangjune Shin Dongkun Shin ObjD 33 0 0 29 Jul 2024
Not All Frequencies Are Created Equal:Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting Xingyu Zhang Siyu Zhao Zeen Song Huijie Guo Jianqi Zhang Changwen Zheng Wenwen Qiang AI4TS 32 4 0 17 Jul 2024
KOROL: Learning Visualizable Object Feature with Koopman Operator Rollout for Manipulation Hongyi Chen Abulikemu Abuduweili Aviral Agrawal Yunhai Han H. Ravichandar Changliu Liu Jeffrey Ichnowski 36 5 0 29 Jun 2024
Joint Stream: Malignant Region Learning for Breast Cancer Diagnosis Abdul Rehman Sarfaraz Hussein Waqas Sultani 23 2 0 26 Jun 2024
DDLNet: Boosting Remote Sensing Change Detection with Dual-Domain Learning Xiaowen Ma Jiawei Yang Rui Che Huanting Zhang Wei Zhang 16 4 0 19 Jun 2024
Triple-domain Feature Learning with Frequency-aware Memory Enhancement for Moving Infrared Small Target Detection Weiwei Duan Luping Ji Shengjia Chen Sicheng Zhu Mao Ye 66 4 0 11 Jun 2024
Hybrid attention structure preserving network for reconstruction of under-sampled OCT images Zezhao Guo Zhanfang Zhao 18 2 0 01 Jun 2024
Texture-guided Coding for Deep Features Lei Xiong Xin Luo Zihao Wang Chaofan He Shuyuan Zhu Bing Zeng 3DH 21 0 0 30 May 2024
FTMixer: Frequency and Time Domain Representations Fusion for Time Series Modeling Zhengnan Li Yunxiao Qin Xilong Cheng Yuting Tan AI4TS 60 3 0 24 May 2024
RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing Jiamei Xiong Xu Yan Yongzhen Wang Wei Zhao Xiaoping Zhang Mingqiang Wei DiffM 34 3 0 15 May 2024
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution Haoyu Deng Zijing Xu Yule Duan Xiao Wu Wenjie Shu Liang-Jian Deng SupR 28 4 0 13 May 2024
Evaluating Adversarial Robustness in the Spatial Frequency Domain Keng-Hsin Liao Chin-Yuan Yeh Hsi-Wen Chen Ming-Syan Chen 24 0 0 10 May 2024
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention Ju-Hyeon Nam Nur Suriza Syazwany Su Jung Kim Sang-Chul Lee MedIm 29 6 0 10 May 2024
DBDH: A Dual-Branch Dual-Head Neural Network for Invisible Embedded Regions Localization Chengxin Zhao Hefei Ling Sijing Xie Nan Sun Zongyi Li Yuxuan Shi Jiazhong Chen 19 0 0 06 May 2024
Parameter-Efficient Fine-Tuning with Discrete Fourier Transform Ziqi Gao Qichao Wang Aochuan Chen Zijing Liu Bingzhe Wu Liang Chen Jia Li 30 24 0 05 May 2024
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection Chenqi Kong Anwei Luo Song Xia Yi Yu Haoliang Li Zengwei Zheng Shiqi Wang Alex C. Kot MoE 34 5 0 12 Apr 2024
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients Woo Kyoung Han Sunghoon Im Jaedeok Kim Kyong Hwan Jin 28 2 0 03 Apr 2024
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction Yuxi Mi Zhizhou Zhong Y. Huang Jia-Bao Ji Jianqing Xu Jun Wang Shaoming Wang Shouhong Ding Shuigeng Zhou PICV 32 13 0 19 Mar 2024
Hierarchical Frequency-based Upsampling and Refining for Compressed Video Quality Enhancement Qianyu Zhang Bolun Zheng Xinying Chen Quan Chen Zhunjie Zhu Canjin Wang Zongpeng Li Chengang Yan 21 1 0 18 Mar 2024
When Semantic Segmentation Meets Frequency Aliasing Linwei Chen Lin Gu Ying Fu 51 5 0 14 Mar 2024
Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack Yinggui Wang Yuanqing Huang Jianshu Li Le Yang Kai Song Lei Wang AAML PICV 48 0 0 14 Mar 2024
Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching Xianqi Wang Gangwei Xu Hao Jia Xin Yang 19 41 0 01 Mar 2024
Constrained Multiview Representation for Self-supervised Contrastive Learning Siyuan Dai Kai Ye Kun Zhao Ge Cui Haoteng Tang Liang Zhan SSL 13 1 0 05 Feb 2024
An Open Software Suite for Event-Based Video Andrew C. Freeman VGen 18 0 0 30 Jan 2024
Privacy-Preserving Face Recognition in Hybrid Frequency-Color Domain Dong Han Yong Li Joachim Denzler PICV 25 5 0 24 Jan 2024
Frequency Domain Modality-invariant Feature Learning for Visible-infrared Person Re-Identification Yulin Li Tianzhu Zhang Yongdong Zhang 21 3 0 03 Jan 2024
Frequency Spectrum is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector An Lao Qi Zhang Chongyang Shi LongBing Cao Kun Yi Liang Hu Duoqian Miao 34 20 0 18 Dec 2023