Denoising

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Period ending 2026-09-21

25 new papers

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Period ending 2026-09-14

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  1. Mix3R: Mixing Feed-forward Reconstruction and Generative 3D Priors for Joint Multi-view Aligned 3D Reconstruction and Pose Estimation

    May 5, 2026Siyou Lin, Zhou Xue, Hongwen Zhang +4Feed-Forward 3D Reconstruction3D Reconstruction

  2. AHPA: Adaptive Hierarchical Prior Alignment for Diffusion Transformers

    May 5, 2026Ruibin Min, Yexin Liu, Aimin Pan +5Multimodal Diffusion TransformersDenoising Trajectory

  3. Enhancing AI-Based ECG Delineation with Deep Learning Denoising Techniques

    May 4, 2026Jeff Breeding-Allison, Emil WalleserPediatric-Adult Electrocardiogram AlignmentImage Denoising

  4. Refining Compositional Diffusion for Reliable Long-Horizon Planning

    May 4, 2026Kyowoon Lee, Yunhao Luo, Anh Tong +1Diffusion PlanningLong-Horizon Planning

  5. MuCALD-SplitFed: Causal-Latent Diffusion for Privacy-Preserving Multi-Task Split-Federated Medical Image Segmentation

    May 4, 2026Chamani Shiranthika, Hadi Hadizadeh, Parvaneh SaeediFederated LearningMedical Image Segmentation

  6. Decoupled Guidance Diffusion for Adaptive Offline Safe Reinforcement Learning

    May 4, 2026Rufeng Chen, Zhaofan Zhang, Zhejiang Yang +2Reward GradientsOffline Reinforcement Learning

  7. TOC-SR: Task-Optimal Compact diffusion for Image Super Resolution

    May 4, 2026Sowmya Vajrala, Akshay Bankar, Manjunath Arveti +5Identity-Conditioned Latent Diffusion Models

  8. TRACED: In vivo imaging of extracellular intrinsic diffusivity, tortuosity, cell size distribution and cell density in human glioma patients

    May 4, 2026Joshua K. Marchant, Hong-Hsi Lee, Elizabeth R. Gerstner +2GliomaDiffusion Dynamics

  9. Stylistic Attribute Control in Latent Diffusion Models

    May 4, 2026Max Reimann, Benito Buchheim, Jürgen DöllnerDiffusion EditingLatent Diffusion Model

  10. Denoising data using convex relaxations

    May 4, 2026Charles Fefferman, Aalok Gangopadhyay, Matti Lassas +2Sparse RecoveryImage Denoising

  11. An Information-theoretic Propagation Denoising and Fusion Framework for Fake News Detection

    May 4, 2026Mengyang Chen, Lingwei Wei, Wei Zhou +1Fake News DetectionPropagation

  12. SlimDiffSR: Toward Lightweight and Efficient Remote Sensing Image Super-Resolution via Diffusion Model Distillation

    May 4, 2026Ce Wang, Zhenyu Hu, Wanjie SunRemote SensingDiscrete Diffusion Model

  13. SpecEdit: Training-Free Acceleration for Diffusion based Image Editing via Semantic Locking

    May 4, 2026Zhengan Yan, Shikang Zheng, Haoran Qin +9Diffusion EditingImage Editing

  14. Optimization of CV-QKD Under Practical Constraints

    May 3, 2026Svitlana Matsenko, Amirhossein Ghazisaeidi, Marcin Jarzyna +2Source-Channel CodingSingle-Photon Avalanche Diode

  15. Disentangled Anatomy-Disease Diffusion (DADD) for Controllable Ulcerative Colitis Progression Synthesis

    May 3, 2026Umut Dundar, Alptekin TemizelMedical Image GenerationVideo Capsule Endoscopy

  16. Skipping the Zeros in Diffusion Models for Sparse Data Generation

    May 3, 2026Phil Sidney Ostheimer, Mayank Nagda, Andriy Balinskyy +6Discrete Diffusion ModelSparsity

  17. MOC-3D: Manifold-Order Consistency for Text-to-3D Generation

    May 3, 2026Chenyang Fan, Junshi Cheng, Wen Yang +53D Generative ModelsDiffusion Priors

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

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

  19. CGFformer: Cluster-Guidance Frequency Transformer for Pansharpening

    May 2, 2026Zijian Zhou, Jianing Zhang, Kai Sun +3Frequency-Spatial Fusion ModuleFrequency

  20. Focus on the Core: Empowering Diffusion Large Language Models by Self-Contrast

    May 2, 2026Jinyuan Feng, Xin Yu, Yiqun Chen +5Diffusion Language ModelsContrastive Decoding

  21. Phase-map synthesis from magnitude-only MR images using conditional score-based diffusion models with application in training of accelerated MRI reconstruction models

    May 2, 2026M. Berk Sahin, Dilek Yalcinkaya, Abolfazl Hashemi +1Magnetic Resonance Imaging ReconstructionTime-Resolved Volumetric Metamorphic Relation Imaging

  22. WILD SAM: A Simulated-and-Real Data Augmentation for Autonomous Driving Perception under Challenging Weather

    May 1, 2026Hamed Khatounabadi, Xiaohu Lu, Hayder RadhaSynthetic Data AugmentationAutonomous Driving Perception

  23. Neighbor2Inverse: Self-Supervised Denoising for Low-Dose Region-of-Interest Phase Contrast CT

    May 1, 2026Johannes B. Thalhammer, Lorenzo D'Amico, Lucy Costello +11Low-Dose Computed TomographyAdaptive Histogram Equalization

  24. Unsupervised Denoising of Real Clinical Low Dose Liver CT with Perceptual Attention Networks

    May 1, 2026Zhilin Guan, Wei ZhangLow-Dose Computed TomographyImage Denoising

  25. UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors

    May 1, 2026Houyuan Chen, Hong Li, Xianghao Kong +8Pre-Trained Video Diffusion ModelsLong Video Generation

  26. Learning Multimodal Energy-Based Model with Multimodal Variational Auto-Encoder via MCMC Revision

    May 1, 2026Jiali Cui, Zhiqiang Lao, Heather YuVariational AutoencoderMarkov Chain Monte Carlo

  27. Faithful Extreme Image Rescaling with Learnable Reversible Transformation and Semantic Priors

    May 1, 2026Hao Wei, Yanhui Zhou, Chenyang Ge +2Image RestorationDiscrete Diffusion Model

  28. IdentiFace: Multi-Modal Iterative Diffusion Framework for Identifiable Suspect Face Generation in Crime Investigations

    May 1, 2026Weichen Liu, Yixin Yang, Changsheng Chen +1Identity-Conditioned Latent Diffusion ModelsCrime Domain

  29. LLM-Oriented Information Retrieval: A Denoising-First Perspective

    May 1, 2026Lu Dai, Liang Sun, Fanpu Cao +4Agentic SearchDeep Research

  30. Soft Graph Diffusion Transformer for MIMO Detection

    May 1, 2026Nan Jiang, Jiadong Hong, Lei Liu +3Multiple-Input Multiple-OutputAutomatic Modulation Classification

  31. GD4: Graph-based Discrete Denoising Diffusion for MIMO Detection

    May 1, 2026Qincheng Lu, Sitao Luan, Xiao-Wen ChangMultiple-Input Multiple-OutputDetection Framework

  32. Fusing Urban Structure and Semantics: A Conditional Diffusion Model for Cross-City OD Matrix Generation

    May 1, 2026Bin Chen, Zhuoya Meng, Fang Yang +5Origin Destination FlowsUrban Environments

  33. Binomial flows: Denoising and flow matching for discrete ordinal data

    May 1, 2026Yair Shenfeld, Ricardo Baptista, Stefano PeluchettiDiscrete Diffusion ModelGenerative Models

  34. VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation

    May 1, 2026Farshad Noravesh, Reza Haffari, Layki Soon +1Molecular GenerationDiscrete Diffusion Model

  35. When Do Diffusion Models learn to Generate Multiple Objects?

    Apr 30, 2026Yujin Jeong, Arnas Uselis, Iro Laina +2Text-To-Image Diffusion ModelsDiscrete Diffusion Model

  36. Information-geometric adaptive sampling for graph diffusion

    Apr 30, 2026Yuhui Lu, Wenjing Liu, Kun ZhanDiffusion SamplingAdaptive Sampling

  37. Consistent Diffusion Language Models

    Apr 30, 2026Hasan Amin, Yuan Gao, Yaser Souri +4Diffusion Language ModelsDiscrete Diffusion Model

  38. SPLICE: Latent Diffusion over JEPA Embeddings for Conformal Time-Series Inpainting

    Apr 30, 2026Arnaud ZinflouMultivariate Time Series ImputationElectricity Price Forecasting

  39. Parameter-Efficient Adaptation of Pre-Trained Vision Foundation Models for Active and Passive Seismic Data Denoising

    Apr 30, 2026Jiahua Zhao, Umair bin Waheed, Jing Sun +3Full Waveform InversionParameter-Efficient Adaptation

  40. Noise2Map: End-to-End Diffusion Model for Semantic Segmentation and Change Detection

    Apr 30, 2026Ali Shibli, Andrea Nascetti, Yifang BanChange DetectionDiscrete Diffusion Model

  41. SQuadGen: Generating Simple Quad Layouts via Chart Distance Fields

    Apr 30, 2026Youkang Kong, Yang Liu, Yue Dong +2MeshesLayouts

  42. Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data

    Apr 29, 2026Bao Pham, Mohammed J. Zaki, Luca Ambrogioni +2Diffusion Language ModelsMemorization

  43. Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising

    Apr 29, 2026Jun Guo, Qiwei Li, Peiyan Li +7Efficient World-Action Model4D Generation

  44. Full band denoising of room impulse response in the wavelet domain with dictionary learning

    Apr 29, 2026Théophile Dupré, Romain Couderc, Miguel Moleron +3Impulse ResponseDiscrete Wavelet Transform

  45. Probabilistic data quality assessment for structural monitoring data via outlier-resistant conditional diffusion model

    Apr 29, 2026Qi Li, Yong Huang, Hui LiStructural Health MonitoringData Quality

  46. AlphaJet: Automated Conceptual Aircraft Synthesis via Disentangled Generative Priors and Topology-Preserving Evolutionary Search

    Apr 29, 2026Boris KriukAerodynamicsComputer-Aided Design

  47. HIVE: Hidden-Evidence Verification for Hallucination Detection in Diffusion Large Language Models

    Apr 28, 2026Guoshenghui Zhao, Tan Yu, Weijie ZhaoHallucination DetectionHallucination Rate

  48. Simple Self-Conditioning Adaptation for Masked Diffusion Models

    Apr 28, 2026Michael Cardei, Huu Binh Ta, Ferdinando FiorettoMasked Diffusion Language ModelsDiscrete Diffusion Model

  49. Privileged Foresight Distillation: Zero-Cost Future Correction for World Action Models

    Apr 28, 2026Pengcheng Fang, Hongli Chen, Xiaohao CaiForesightWorld Models

  50. The Thinking Pixel: Recursive Sparse Reasoning in Multimodal Diffusion Latents

    Apr 28, 2026Yuwei Sun, Yuxuan Yao, Hui Li +1Text-To-Image Diffusion ModelsDiscrete Diffusion Model

  51. The Safety-Aware Denoiser for Text Diffusion Models

    Apr 28, 2026Amman Yusuf, Zhejun Jiang, Mijung ParkDiffusion Language ModelsAutoregressive Generation

  52. DiffuSAM: Diffusion-Based Prompt-Free SAM2 for Few-Shot and Source-Free Medical Image Segmentation

    Apr 27, 2026Tal Grossman, Noa Cahan, Lev Ayzenberg +1Few-Shot Medical Image SegmentationDiffusion Dynamics

  53. CA-IDD: Cross-Attention Guided Identity-Conditional Diffusion for Identity-Consistent Face Swapping

    Apr 27, 2026Md Shohel Rana, Tanoy DebnathBlind Face RestorationDiffusion Editing

  54. Guiding Vector Field Generation via Score-based Diffusion Model

    Apr 27, 2026Zirui Chen, Shiliang Guo, Shiyu ZhaoVector FieldsNeural Guidance

  55. AD-Relight: Training-Free Banner Relighting via Illumination Translation with Diffusion Priors

    Apr 27, 2026Rameshwar Mishra, A V SubramanyamImage RelightingAds

  56. GeoEdit: Local Frames for Fast, Training-Free On-Manifold Editing in Diffusion Models

    Apr 27, 2026Yiming Zhang, Sitong Liu, Ke Li +3Diffusion EditingDenoising Trajectory

  57. Conditional Score-Based Modeling of Effective Langevin Dynamics

    Apr 27, 2026Ludovico T. GiorginiLangevin DynamicsReduced-Order Models

  58. Learning Interpretable PDE Representations for Generative Reconstructions with Structured Sparsity

    Apr 26, 2026Valerie Tsao, Nathaniel Chaney, Manolis VeveakisLatent Diffusion ModelPartial Differential Equations

  59. Symmetric Equilibrium Propagation for Thermodynamic Diffusion Training

    Apr 26, 2026Aditi DeScore-Based Diffusion ModelLangevin Dynamics

  60. Geometry-Conditioned Diffusion for Occlusion-Robust In-Bed Pose Estimation

    Apr 26, 2026Navid Aslankhani Khameneh, Marco Carletti, Cigdem BeyanOcclusionIdentity-Conditioned Latent Diffusion Models