Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Jingkun, Yang, Guang, Zhang, Xiao, Peng, Jingchao, Zhang, Tianlu, Zhang, Jianguo, Han, Jungong, Grau, Vicente |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Local Patch Network with Global Attention for Infrared Small Target Detection
by: Chen, Fang, et al.
Published: (2021)
by: Chen, Fang, et al.
Published: (2021)
Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal
by: Ma, Wanli, et al.
Published: (2025)
by: Ma, Wanli, et al.
Published: (2025)
QWD-GAN: Quality-aware Wavelet-driven GAN for Unsupervised Medical Microscopy Images Denoising
by: Yang, Qijun, et al.
Published: (2025)
by: Yang, Qijun, et al.
Published: (2025)
GAN with Skip Patch Discriminator for Biological Electron Microscopy Image Generation
by: Roy, Nishith Ranjon, et al.
Published: (2024)
by: Roy, Nishith Ranjon, et al.
Published: (2024)
FSAR-Cap: A Fine-Grained Two-Stage Annotated Dataset for SAR Image Captioning
by: Zhang, Jinqi, et al.
Published: (2025)
by: Zhang, Jinqi, et al.
Published: (2025)
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts
by: Wasserman, Isaac, et al.
Published: (2023)
by: Wasserman, Isaac, et al.
Published: (2023)
Hospital-Specific Bias in Patch-Based Pathology Models
by: Zhang, Mengliang
Published: (2025)
by: Zhang, Mengliang
Published: (2025)
Detecting and Refining HiRISE Image Patches Obscured by Atmospheric Dust
by: Kasodekar, Kunal Sunil
Published: (2024)
by: Kasodekar, Kunal Sunil
Published: (2024)
Latent Anomaly Detection: Masked VQ-GAN for Unsupervised Segmentation in Medical CBCT
by: Wang, Pengwei
Published: (2025)
by: Wang, Pengwei
Published: (2025)
Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion
by: Yang, Guang, et al.
Published: (2025)
by: Yang, Guang, et al.
Published: (2025)
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping
by: Yang, Shiqi, et al.
Published: (2024)
by: Yang, Shiqi, et al.
Published: (2024)
Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics
by: Leonenkova, Victoria, et al.
Published: (2024)
by: Leonenkova, Victoria, et al.
Published: (2024)
AtlasPatch: Efficient Tissue Detection and High-throughput Patch Extraction for Computational Pathology at Scale
by: Alagha, Ahmed, et al.
Published: (2026)
by: Alagha, Ahmed, et al.
Published: (2026)
Prompt-Guided Patch UNet-VAE with Adversarial Supervision for Adrenal Gland Segmentation in Computed Tomography Medical Images
by: Ghouse, Hania, et al.
Published: (2025)
by: Ghouse, Hania, et al.
Published: (2025)
In-batch Relational Features Enhance Precision in An Unsupervised Medical Anomaly Detection Task
by: Githinji, P. Bilha, et al.
Published: (2026)
by: Githinji, P. Bilha, et al.
Published: (2026)
Luminance Component Analysis for Exposure Correction
by: Peng, Jingchao, et al.
Published: (2024)
by: Peng, Jingchao, et al.
Published: (2024)
Patch Triplet Similarity Purification for Guided Real-World Low-Dose CT Image Denoising
by: Long, Junhao, et al.
Published: (2025)
by: Long, Junhao, et al.
Published: (2025)
Patch Stitching Data Augmentation for Cancer Classification in Pathology Images
by: Wang, Jiamu, et al.
Published: (2025)
by: Wang, Jiamu, et al.
Published: (2025)
Affine Subspace Models and Clustering for Patch-Based Image Denoising
by: Wickremasinghe, Tharindu, et al.
Published: (2025)
by: Wickremasinghe, Tharindu, et al.
Published: (2025)
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration
by: Zhang, Xiaoran, et al.
Published: (2023)
by: Zhang, Xiaoran, et al.
Published: (2023)
IPG: Incremental Patch Generation for Generalized Adversarial Patch Training
by: Lee, Wonho, et al.
Published: (2025)
by: Lee, Wonho, et al.
Published: (2025)
Coarse-to-Fine Learning for Multi-Pipette Localisation in Robot-Assisted In Vivo Patch-Clamp
by: Wei, Lan, et al.
Published: (2025)
by: Wei, Lan, et al.
Published: (2025)
Investigating the Feasibility of Patch-based Inference for Generalized Diffusion Priors in Inverse Problems for Medical Images
by: Roy, Saikat, et al.
Published: (2025)
by: Roy, Saikat, et al.
Published: (2025)
SuperPure: Efficient Purification of Localized and Distributed Adversarial Patches via Super-Resolution GAN Models
by: Khalili, Hossein, et al.
Published: (2025)
by: Khalili, Hossein, et al.
Published: (2025)
$\mathbfΦ$-GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data
by: Zhang, Xidan, et al.
Published: (2025)
by: Zhang, Xidan, et al.
Published: (2025)
Generalizable 3D Gaussian Splatting enabled Semantic Coding for Real-Time Immersive Video Communications
by: Yang, Dingxi, et al.
Published: (2026)
by: Yang, Dingxi, et al.
Published: (2026)
Progressive Frame Patching for FoV-based Point Cloud Video Streaming
by: Zong, Tongyu, et al.
Published: (2023)
by: Zong, Tongyu, et al.
Published: (2023)
FDDM: Unsupervised Medical Image Translation with a Frequency-Decoupled Diffusion Model
by: Li, Yunxiang, et al.
Published: (2023)
by: Li, Yunxiang, et al.
Published: (2023)
Efficient Learned Image Compression without Entropy Coding
by: Cao, Hao, et al.
Published: (2026)
by: Cao, Hao, et al.
Published: (2026)
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration
by: Lin, Xin, et al.
Published: (2024)
by: Lin, Xin, et al.
Published: (2024)
Multi-task SAR Image Processing via GAN-based Unsupervised Manipulation
by: Hu, Xuran, et al.
Published: (2024)
by: Hu, Xuran, et al.
Published: (2024)
X-GAN: A Generative AI-Powered Unsupervised Model for Main Vessel Segmentation of Glaucoma Screening
by: Huang, Cheng, et al.
Published: (2025)
by: Huang, Cheng, et al.
Published: (2025)
MaDiNet: Mamba Diffusion Network for SAR Target Detection
by: Zhou, Jie, et al.
Published: (2024)
by: Zhou, Jie, et al.
Published: (2024)
Efficient Representation of Natural Image Patches
by: Guo, Cheng
Published: (2022)
by: Guo, Cheng
Published: (2022)
Reconstructing Three-decade Global Fine-Grained Nighttime Light Observations by a New Super-Resolution Framework
by: Guo, Jinyu, et al.
Published: (2023)
by: Guo, Jinyu, et al.
Published: (2023)
A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution
by: Yang, Zhixiong, et al.
Published: (2024)
by: Yang, Zhixiong, et al.
Published: (2024)
Low-Rank Adaptation of Pre-trained Vision Backbones for Energy-Efficient Image Coding for Machine
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
A H.265/HEVC Fine-Grained ROI Video Encryption Algorithm Based on Coding Unit and Prompt Segmentation
by: Zhang, Xiang, et al.
Published: (2026)
by: Zhang, Xiang, et al.
Published: (2026)
RankDVQA: Deep VQA based on Ranking-inspired Hybrid Training
by: Feng, Chen, et al.
Published: (2022)
by: Feng, Chen, et al.
Published: (2022)
Towards Universal Unsupervised Anomaly Detection in Medical Imaging
by: Bercea, Cosmin I., et al.
Published: (2024)
by: Bercea, Cosmin I., et al.
Published: (2024)
Similar Items
-
Local Patch Network with Global Attention for Infrared Small Target Detection
by: Chen, Fang, et al.
Published: (2021) -
Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal
by: Ma, Wanli, et al.
Published: (2025) -
QWD-GAN: Quality-aware Wavelet-driven GAN for Unsupervised Medical Microscopy Images Denoising
by: Yang, Qijun, et al.
Published: (2025) -
GAN with Skip Patch Discriminator for Biological Electron Microscopy Image Generation
by: Roy, Nishith Ranjon, et al.
Published: (2024) -
FSAR-Cap: A Fine-Grained Two-Stage Annotated Dataset for SAR Image Captioning
by: Zhang, Jinqi, et al.
Published: (2025)