Frequency-Aware Regularization

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3 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Shared Phase and Retention Control for Efficient Adaptive Spectral Recurrence

    Sep 30, 2026Wentao Wang, Hengyu Zhong, Yunhan Jiang +2Frequency-Aware RegularizationSequence Modeling

    Peking University · GigaAI

  2. Functional Autoencoders for Amplitude-Phase Representation Learning

    Sep 28, 2026Peida Wu, Xinyang Xiong, Pengcheng ZengAutoencoder ArchitecturesSpatial Encoding

    School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA · Institute of Mathematical Sciences, ShanghaiTech University, Shanghai, China

  3. Spectral Adapters for Segment Anything Model-based Segmentation of Colorectal Liver Metastases in Computed Tomography

    Sep 11, 2026Ramtin Mojtahedi, Mohammad Hamghalam, Jacob J. Peoples +6Segment Anything ModelCone-Beam Computed Tomography

    School of Computing, Queen’s University, Kingston, ON, Canada · Toronto General Hospital Research Institute, University Health Network, 200 Elizabeth Street, Toronto, ON M5G 2C4, Canada · Department of Electrical Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran +6

  4. Geometry-Aware Graph Construction via Adaptive Spectral Bandwidth Control

    Sep 3, 2026Ecem Bozkurt, Antonio OrtegaGraph Edge SparsificationKernel Method

    Department of Electrical and Computer Engineering University of Southern California, Los Angeles, CA, USA

  5. FM-LLM: A frequency-enhanced mixture-of-experts framework for adapting LLMs to time series forecasting

    Aug 12, 2026Rentao Gu, Yihang Ding, Junjie Li +5Time Series ForecastingFrequency-Aware Regularization

    Beijing University of Posts and Telecommunications, Beijing, 100876, China · China Telecom Research Institute, Beijing, 100032, China

  6. FreqAdapt: Frequency-Adaptive Processing for RAW Object Detection

    Aug 4, 2026Hanxi Li, Huiling LiFrequency-Aware RegularizationObject Detection

    University of Science and Technology China · Li Auto Inc · Hunan University

  7. Latent-Frequency Validity: Fast Spectral Editing with Screened Video-VAE Transfer Operators

    Aug 4, 2026Bowen Xue, Jiafeng Xiong, Xin QuanStar-VaeVideo Editing

    University of Manchester, United Kingdom · Idiap Research Institute, Switzerland

  8. AnyBand: Unified Multi-Bandwidth Speech Extension via Frequency-Aware In-Context Spectral Infilling

    Aug 1, 2026Junchuan Zhao, Minh Duc Vu, Bowen Zhang +1Speech EnhancementBandwidth Extension

    School of Computing, National University of Singapore · Department of Statistics & Data Science, National University of Singapore · College of Computing and Data Science, Nanyang Technological University

  9. VFAD: Variational Semantic Prompting Meets Frequency-Adaptive Representation Learning for Zero-Shot Anomaly Detection

    Jul 31, 2026Peng Chen, Kaige Li, Wei Wang +5Zero-ShotFrequency-Aware Regularization

    School of Cyber Science and Technology, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China

  10. MS-GPT: Rethinking MS/MS De Novo Structure Elucidation as Spectrum-Induced Posterior Querying of a Molecule-Language Model

    Jul 26, 2026Xin Zhao, Yumin Liu, Zhuo Li +5Tandem Mass SpectraMolecules

  11. UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization

    Jul 5, 2026Cangjin Qiu, Quan Zhang, Dan Jiang +1Face Forgery DetectionFrequency-Aware Regularization

    Cangjin Qiu and Ke Zhang are with Soochow University, Suzhou, China. · Quan Zhang and Dan Jiang are with Tsinghua University, Beijing, China.

  12. SpecGradFilter: A Spectral Gradient Filtering Framework for Taming Federated Heterogeneity

    Jul 5, 2026Liyang Yuan, Yibo Yang, Dandan Guo +2Heterogeneous Federated LearningFederated Learning

    School of Artificial Intelligence, Jilin University, Changchun 130012, China · King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia · School of Intelligence Science and Technology, Peking University, China

  13. ReCoLoRA: Spectrum-Aware Recursive Consolidation for Continual LLM Fine-Tuning

    Jul 4, 2026Wentao LuLow-Rank Adaptation AdaptersLarge Language Model Fine-Tuning

  14. Wavelet-Guided Semantic Signal Compensation for Inversion-Free Image Editing

    Jul 2, 2026Anqi Tang, Wenhao Sun, Zhaoqiang LiuDiffusion-Based Image EditingImage Editing

    The authors are with the School of Computer Science and Engineering, University of Electronic Science and Technology of China.

  15. Exposure Bias Can Alleviate Itself via Directional and Frequency Rectification in Flow Matching

    Jun 26, 2026Guanbo Huang, Jingjia Mao, Fanding Huang +9RectificationFrequency-Aware Regularization

    Tsinghua Shenzhen International Graduate School, Tsinghua University · Central Media Technology Institute, Huawei

  16. Spectral Gating via Damped Oscillations for Adaptive Implicit Neural Representations

    Jun 22, 2026Alex Costanzino, Pierluigi Zama Ramirez, Giuseppe Lisanti +1Neural RepresentationsFrequency-Aware Regularization

    CVLab, University of Bologna · Ca’ Foscari University of Venice

  17. Temporal-Spectral Alignment with Frequency Adaptation for Source-Free Time-Series Adaptation

    Jun 22, 2026Shichang Meng, Linquan Wu, Xuan Ai +1Domain AdaptationFrequency-Aware Regularization

    City University of Hong Kong Hong Kong, China

  18. What Do Neural Networks Learn for TDOA Estimation? A Cross-Architecture Probing Study

    Jun 20, 2026Yaozhong Kang, Jiang Wang, Runwu Shi +3Frequency-Aware RegularizationNeural Network

    Department of Systems and Control Engineering, Institute of Science Tokyo, Japan

  19. TF-SNO: Time-Frequency Gated Spectral Neural Operators for Learning Non-Stationary Partial Differential Equations

    Jun 19, 2026Yitian Zhou, Chaoning Zhang, Zhenzhen Huang +8Fourier Neural OperatorsNeural Operators

    University of Electronic Science and Technology of China Chengdu, China · Institute of Software, Chinese Academy of Sciences Beijing, China · Harbin Institute of Technology Shenzhen, China

  20. FATE: Pillar Encoding and Frequency-Aware Training for Event-Based Object Detection

    Jun 15, 2026Md Tawheedul Islam Bhuian, Kyoung-Don KangFrequency-Aware Regularization

    School of Computing State University of New York at Binghamton

  21. Fi-Gaussian: Frequency-Aware Implicit Gaussian Splatting for Single Image Dehazing

    Jun 15, 2026Yuhan Chen, Ying Fang, Guofa Li +5Single Image DehazingGaussian Splatting

    College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing 400044, China · Department of Electrical and Computer Engineering, Carnegie Mellon University, Moffett Field, CA 94035, USA · National Innovation Center of Intelligent and Connected Vehicles, Beijing 100089, China +1

  22. Show the Signal, Hide the Noise: Spectral Forcing for Pixel-Space Diffusion

    Jun 13, 2026Weichen Fan, Haiwen Diao, Penghao Wu +1Frequency-Aware RegularizationHigh-Frequency Reconstruction

    1S-Lab, Nanyang Technological University

  23. FAConformer: Frequency-Aware Convolutional Transformer for Auditory Attention Decoding

    Jun 12, 2026Ziwei Wang, Xingyi He, Tianwang Jia +2Auditory AttentionNeural Audio

    Hubei Key Laboratory of Brain-inspired Intelligent Systems, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China

  24. BASENet: Band-Adapted Speech Enhancement Network with Cross-Band Attention

    Jun 10, 2026Damien Martins Gomes, François CapmanSpeech EnhancementFrequency-Aware Regularization

    Thales SIX GTS, FRANCE

  25. Need We Teach Foundation Models What is a Generative Image? Gradient-Free Generative Artifact Detection via Analytic Spectral Adaptation

    Jun 3, 2026Qiaoyu Chen, Bing ZhangFace Forgery DetectionUnsupervised Detection

    Harbin University of Commerce

  26. CRAFT: Cost-aware Refinement And Front-aware Tuning of Prompts

    Jun 3, 2026Shanu Kumar, Shubhanshu Khandelwal, Akhila Yesantarao Venkata +3Cost-AwareInference Cost

    MBZUAI · Microsoft

  27. FAF-CD: Frequency-Aware Fusion for Change Detection under Imperfect Multimodal Remote Sensing

    Jun 2, 2026Yufan Wang, Sokratis Makrogiannis, Chandra KambhamettuChange DetectionTwo-Level Spatial-Frequency Fusion Strategy

    University of South Florida · 2Delaware State University

  28. FW-NKF: Frequency-Weighted Neural Kalman Filters

    Jun 1, 2026Adnan Harun Dogan, Berken Utku Demirel, Christian HolzExtended Kalman FilterFrequency-Aware Regularization

    Department of Computer Science, ETH Zürich, Switzerland

  29. Equilibrated Diffusion: Frequency-aware Textual Embedding for Equilibrated Image Customization

    Jun 1, 2026Liyuan Ma, Xueji Fang, Guo-Jun QiText-To-Image Diffusion ModelsImage Editing

    Westlake University · Hangzhou, China · Zhejiang University

  30. SPRINT: Efficient Spectral Priors for Humanoid Athletic Sprints

    May 27, 2026Yantong Wei, Kaihong Huang, Hainan Pan +6BadmintonGait Dynamics

    College of Intelligence Science and Technology, National University of Defense Technology, China · School of Artificial Intelligence and Robotics, Hunan University, China

  31. Geometry-Aware Contrastive Learning for Few-Shot Automatic Modulation Recognition

    May 26, 2026Guanqun Zhao, Yitong Liu, Jiaxuan Fang +2Contrastive LearningFrequency-Aware Regularization

    Beijing University of Posts and Telecommunications, Beijing, China

  32. Adversarial Water-Filling: Theory, Algorithms, and a Domain-Specific Wireless Foundation Model

    May 24, 2026Xindi Tong, Chee Wei Tan, H. Vincent PoorPower AllocationFrequency-Aware Regularization

    College of Computing and Data Science (CCDS), Nanyang Technological University, Singapore · Princeton University, United States

  33. EasyVFX: Frequency-Driven Decoupling for Resource-Efficient VFX Generation

    May 21, 2026Yue Ma, Xu Ye, Qinghe Wang +9Frequency-Aware RegularizationVisual Fidelity

    1HKUST · 2DUT · 3THU +1

  34. CHASM: Cross-frequency Harmonized Axis-Separable Mixing for Spectral Token Operators

    May 14, 2026Pengcheng Fang, Hongli Chen, Yuxia Chen +3Frequency-Aware RegularizationSpectral Decomposition

    University of Southampton · University of Queensland · 3Chengdu University of Technology +1

  35. WD-FQDet: Multispectral Detection Transformer via Wavelet Decomposition and Frequency-aware Query Learning

    May 13, 2026Chunjin Yang, Xiwei Zhang, Yiming Xiao +1Infrared Small Target DetectionFeature Pyramid

    University of Electronic Science and Technology of China,Chengdu, Sichuan 611731, China

  36. BGG: Bridging the Geometric Gap between Cross-View images by Vision Foundation Model Adaptation for Geo-Localization

    May 11, 2026Wei Wang, Dou Quan, Ning Huyan +4Cross-View Geo-LocalizationCross-View

    Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University · Department of Automation, Tsinghua University, Beijing 100084, China · School of Telecommunications, Xidian University, Xi’an 710071, China

  37. Spectral Transformer Neural Processes

    May 10, 2026Xianhe Chen, Hao Chen, Yingzhen LiTimestep EmbeddingsFrequency-Aware Regularization

    University of Cambridge · Tencent · Imperial College London

  38. Text-Guided Multi-Scale Frequency Representation Adaptation

    May 5, 2026Weicai Yan, Xinhua Ma, Wang Lin +1Parameter-Efficient Fine-Tuning MethodsFrequency-Aware Regularization

    Zhejiang University · 2Nanyang Technological University

  39. Hyper-DP3: Frequency-Aware Right-Sizing of 3D Diffusion Policies for Visuomotor Control

    May 2, 2026Jinhao Zhang, Zhexuan Zhou, Huizhe Li +5Diffusion PoliciesVisuomotor Policy

    Harbin Institute of Technology, Shenzhen · Shanghai Jiao Tong University

  40. HiP-LoRA: Budgeted Spectral Plasticity for Robust Low-Rank Adaptation

    Apr 20, 2026Lixian Chen, Jianhong TanHip-LoraLow-Rank Structure

    Guangdong University of Technology

  41. AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G

    Apr 19, 2026Kejia Bian, Meixia Tao, Jianhua Mo +2Wireless Foundation ModelsFrequency-Aware Regularization

    School of Information Science and Electronic Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China · Shanghai Innovation Institute, Shanghai 200231, China

  42. Frequency-aware decomposition learning for sensorless wrench estimation in vibration-rich robotic contact

    Apr 14, 2026Hyeonbeen Lee, Min-Jae Jung, Tae-Kyeong Yeu +4Contact Wrench EstimationVibration

    Department of Mechanical Engineering, Kyung Hee University, South Korea

  43. Spectral Text Fusion: A Frequency-Aware Approach to Multimodal Time-Series Forecasting

    Feb 2, 2026Huu Hiep Nguyen, Minh Hoang Nguyen, Dung Nguyen +1Multivariate Time Series ForecastingTime Series

    Applied Artificial Intelligence Initiative Deakin University Geelong, Australia

  44. Uncertainty-Aware Domain Adaptation for Vitiligo Segmentation in Clinical Photographs

    Dec 12, 2025Wentao Jiang, Vamsi Varra, Caitlin Perez-Stable +3Lesion SegmentationDomain Adaptation

    Electrical and Computer Engineering, Rice University, Houston, TX, United States · U.S. Dermatology Partners, Houston, TX, United States · School of Medicine, Baylor College of Medicine, Houston, TX, United States

  45. Localized time-frequency representation learning for bioacoustic classification in complex soundscapes

    Feb 19, 2025Simen Hexeberg, Mandar Chitre, Matthias Hoffmann-Kuhnt +1Passive Acoustic MonitoringAnimal Vocalizations

    ARL, Tropical Marine Science Institute, National University of Singapore · Department of Electrical & Computer Engineering, National University of Singapore · National Parks Board, Singapore