Cover Image

Mask-Guided Attention Regulation for Anatomically Consistent Counterfactual CXR Synthesis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Zichun, Nie, Weizhi, Guo, Honglin, Su, Yuting
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning to Trim: End-to-End Causal Graph Pruning with Dynamic Anatomical Feature Banks for Medical VQA
by: Xu, Zibo, et al.
Published: (2026)

CIV-DG: Conditional Instrumental Variables for Domain Generalization in Medical Imaging
by: Bai, Shaojin, et al.
Published: (2026)

Causal Disentanglement for Robust Long-tail Medical Image Generation
by: Nie, Weizhi, et al.
Published: (2025)

TRCE: Towards Reliable Malicious Concept Erasure in Text-to-Image Diffusion Models
by: Chen, Ruidong, et al.
Published: (2025)

Unlabeled Cross-Center Automatic Analysis for TAAD: An Integrated Framework from Segmentation to Clinical Features
by: Liu, Mengdi, et al.
Published: (2026)

Benchmarking CXR Foundation Models With Publicly Available MIMIC-CXR and NIH-CXR14 Datasets
by: Shin, Jiho, et al.
Published: (2025)

Prior-AttUNet: Retinal OCT Fluid Segmentation Based on Normal Anatomical Priors and Attention Gating
by: Yang, Li, et al.
Published: (2025)

Diff-CXR: Report-to-CXR generation through a disease-knowledge enhanced diffusion model
by: Huang, Peng, et al.
Published: (2024)

MaskDiME: Adaptive Masked Diffusion for Precise and Efficient Visual Counterfactual Explanations
by: Guo, Changlu, et al.
Published: (2026)

Dual Causal Inference: Integrating Backdoor Adjustment and Instrumental Variable Learning for Medical VQA
by: Xu, Zibo, et al.
Published: (2026)

CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs
by: Fang, Zhengru, et al.
Published: (2026)

Panther: Illuminate the Sight of Multimodal LLMs with Instruction-Guided Visual Prompts
by: Li, Honglin, et al.
Published: (2024)

Diffusion-Guided Mask-Consistent Paired Mixing for Endoscopic Image Segmentation
by: Jie, Pengyu, et al.
Published: (2025)

Learning Anatomically Consistent Embedding for Chest Radiography
by: Zhou, Ziyu, et al.
Published: (2023)

ACE: Anatomically Consistent Embeddings in Composition and Decomposition
by: Zhou, Ziyu, et al.
Published: (2025)

Invisible Yet Detected: PelFANet with Attention-Guided Anatomical Fusion for Pelvic Fracture Diagnosis
by: Bhuiyan, Siam Tahsin, et al.
Published: (2025)

Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities
by: Zhang, Zheyu, et al.
Published: (2024)

Mask Consistency Regularization in Object Removal
by: Yuan, Hua, et al.
Published: (2025)

MADiff: Text-Guided Fashion Image Editing with Mask Prediction and Attention-Enhanced Diffusion
by: Zhan, Zechao, et al.
Published: (2024)

FreeInsert: Disentangled Text-Guided Object Insertion in 3D Gaussian Scene without Spatial Priors
by: Li, Chenxi, et al.
Published: (2025)

Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval
by: Zheng, Tianlu, et al.
Published: (2025)

Training-Free Style Consistent Image Synthesis with Condition and Mask Guidance in E-Commerce
by: Li, Guandong
Published: (2024)

Revolutionizing Radiology Workflow with Factual and Efficient CXR Report Generation
by: Sukjai, Pimchanok, et al.
Published: (2025)

Semantic Segmentation on VSPW Dataset through Masked Video Consistency
by: Liang, Chen, et al.
Published: (2024)

CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection
by: Bai, Haoyu, et al.
Published: (2025)

CRONOS: Benchmarking Counterfactual Physical Consistency in Video Models
by: Begiristain, León, et al.
Published: (2026)

Mask What Matters: Controllable Text-Guided Masking for Self-Supervised Medical Image Analysis
by: Wang, Ruilang, et al.
Published: (2025)

Breaking through Deterministic Barriers: Randomized Pruning Mask Generation and Selection
by: Li, Jianwei, et al.
Published: (2023)

Attention-Guided Multi-Scale Local Reconstruction for Point Clouds via Masked Autoencoder Self-Supervised Learning
by: Cao, Xin, et al.
Published: (2025)

Radiology Report Generation with Layer-Wise Anatomical Attention
by: Muñiz-De-León, Emmanuel D., et al.
Published: (2025)

Anatomical Attention Alignment representation for Radiology Report Generation
by: Nguyen, Quang Vinh, et al.
Published: (2025)

FLAME Diffuser: Wildfire Image Synthesis using Mask Guided Diffusion
by: Wang, Hao, et al.
Published: (2024)

Anatomically Guided Latent Diffusion for Brain MRI Progression Modeling
by: Wan, Cheng, et al.
Published: (2026)

Attention-Guided Masked Autoencoders For Learning Image Representations
by: Sick, Leon, et al.
Published: (2024)

Efficient Masked Autoencoders with Self-Consistency
by: Li, Zhaowen, et al.
Published: (2023)

MaskControl: Spatio-Temporal Control for Masked Motion Synthesis
by: Pinyoanuntapong, Ekkasit, et al.
Published: (2024)

LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation
by: Lee, Suhyeon, et al.
Published: (2023)

MAKIMA: Tuning-free Multi-Attribute Open-domain Video Editing via Mask-Guided Attention Modulation
by: Zheng, Haoyu, et al.
Published: (2024)

Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models
by: Zhang, Yang, et al.
Published: (2024)

BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis
by: Bhattacharya, Moinak, et al.
Published: (2025)