Cover Image

Improved mmFormer for Liver Fibrosis Staging via Missing-Modality Compensation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Zhejia, Wang, Junjie, Zhang, Le
Format:	Preprint
Published:	2025
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

How Far Has AI Come in Liver Fibrosis Staging? A Large-Scale Real-World Dataset and Benchmark
by: Liu, Yuanye, et al.
Published: (2026)

S^2Former-OR: Single-Stage Bi-Modal Transformer for Scene Graph Generation in OR
by: Pei, Jialun, et al.
Published: (2024)

Semi-supervised Liver Segmentation and Patch-based Fibrosis Staging with Registration-aided Multi-parametric MRI
by: Wang, Boya, et al.
Published: (2026)

Gradient-Guided Modality Decoupling for Missing-Modality Robustness
by: Wang, Hao, et al.
Published: (2024)

MissBench: Benchmarking Multimodal Affective Analysis under Imbalanced Missing Modalities
by: Pham, Tien Anh, et al.
Published: (2026)

Improving Multi-View Reconstruction via Texture-Guided Gaussian-Mesh Joint Optimization
by: Cai, Zhejia, et al.
Published: (2025)

Missing No More: Dictionary-Guided Cross-Modal Image Fusion under Missing Infrared
by: Zhang, Yafei, et al.
Published: (2026)

Synergistic Prompting for Robust Visual Recognition with Missing Modalities
by: Zhang, Zhihui, et al.
Published: (2025)

No Modality Left Behind: Adapting to Missing Modalities via Knowledge Distillation for Brain Tumor Segmentation
by: Zhu, Shenghao, et al.
Published: (2025)

UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation
by: Zhao, Xiaoqi, et al.
Published: (2025)

RadioFormer3D: Weakly Supervised 3D Radio Map Estimation in Low-Altitude Airspace via Generative Modeling
by: Fang, Zheng, et al.
Published: (2026)

Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling
by: Wang, Hu, et al.
Published: (2023)

Multi-modal Liver Segmentation and Fibrosis Staging Using Real-world MRI Images
by: Zhou, Yang, et al.
Published: (2025)

Controlling Decision Drift in Multimodal Sentiment Analysis with Missing Modalities
by: Chen, Chenglizhao, et al.
Published: (2026)

Federated Cross-Modal Retrieval with Missing Modalities via Semantic Routing and Adapter Personalization
by: Zhou, Hefeng, et al.
Published: (2026)

DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation
by: Zhao, Wenliang, et al.
Published: (2024)

Unified Multi-Modal Image Synthesis for Missing Modality Imputation
by: Zhang, Yue, et al.
Published: (2023)

ModalFormer: Multimodal Transformer for Low-Light Image Enhancement
by: Brateanu, Alexandru, et al.
Published: (2025)

Exploring Missing Modality in Multimodal Egocentric Datasets
by: Ramazanova, Merey, et al.
Published: (2024)

Improving Multimodal Sentiment Analysis via Modality Optimization and Dynamic Primary Modality Selection
by: Yang, Dingkang, et al.
Published: (2025)

Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark
by: Cao, Ke, et al.
Published: (2026)

Meta-Learned Modality-Weighted Knowledge Distillation for Robust Multi-Modal Learning with Missing Data
by: Wang, Hu, et al.
Published: (2024)

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation
by: Kebaili, Aghiles, et al.
Published: (2025)

RayFormer: Improving Query-Based Multi-Camera 3D Object Detection via Ray-Centric Strategies
by: Chu, Xiaomeng, et al.
Published: (2024)

AOEPT: Breaking the Implicit Modality-Reduction Bottleneck in Modality-Missing Prompt Tuning
by: Lang, Jian, et al.
Published: (2026)

Manipulating Multimodal Agents via Cross-Modal Prompt Injection
by: Wang, Le, et al.
Published: (2025)

ActFormer: Scalable Collaborative Perception via Active Queries
by: Huang, Suozhi, et al.
Published: (2024)

Robust Harmful Meme Detection under Missing Modalities via Shared Representation Learning
by: Breiteneder, Felix, et al.
Published: (2026)

Deep Correlated Prompting for Visual Recognition with Missing Modalities
by: Hu, Lianyu, et al.
Published: (2024)

LARGO: Low-Rank Hypernetwork for Handling Missing Modalities
by: Vyncke, Niels, et al.
Published: (2026)

Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality
by: Wang, Hu, et al.
Published: (2023)

UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache
by: Wang, Pu, et al.
Published: (2025)

Robust Divergence Learning for Missing-Modality Segmentation
by: Cheng, Runze, et al.
Published: (2024)

ReduceFormer: Attention with Tensor Reduction by Summation
by: Yang, John, et al.
Published: (2024)

Towards Stable Cross-Domain Depression Recognition under Missing Modalities
by: Chen, Jiuyi, et al.
Published: (2025)

Modality Invariant Multimodal Learning to Handle Missing Modalities: A Single-Branch Approach
by: Saeed, Muhammad Saad, et al.
Published: (2024)

CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities
by: Poudel, Pranav, et al.
Published: (2024)

Efficient Prompting for Continual Adaptation to Missing Modalities
by: Guo, Zirun, et al.
Published: (2025)

PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates
by: Shi, Junjie, et al.
Published: (2024)

Uni-Encoder Meets Multi-Encoders: Representation Before Fusion for Brain Tumor Segmentation with Missing Modalities
by: Song, Peibo, et al.
Published: (2026)