Imagen de Portada

Dealing with All-stage Missing Modality: Towards A Universal Model with Robust Reconstruction and Personalization

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhao, Yunpeng, Chen, Cheng, Pang, Qing You, Li, Quanzheng, Tang, Carol, Ang, Beng-Ti, Jin, Yueming
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Towards Robust Optical-SAR Object Detection under Missing Modalities: A Dynamic Quality-Aware Fusion Framework
por: Zhao, Zhicheng, et al.
Publicado: (2025)

Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers
por: Fu, Yibing, et al.
Publicado: (2025)

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

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

Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality
por: Chen, Sishuo, et al.
Publicado: (2024)

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

Dual-Branch Graph Transformer Network for 3D Human Mesh Reconstruction from Video
por: Tang, Tao, et al.
Publicado: (2024)

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

Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration
por: Zhao, Shu, et al.
Publicado: (2024)

Adaptive Multimodal Person Recognition: A Robust Framework for Handling Missing Modalities
por: Farhadipour, Aref, et al.
Publicado: (2025)

MCE: Towards a General Framework for Handling Missing Modalities under Imbalanced Missing Rates
por: Zhao, Binyu, et al.
Publicado: (2025)

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

MedVAR: Towards Scalable and Efficient Medical Image Generation via Next-scale Autoregressive Prediction
por: He, Zhicheng, et al.
Publicado: (2026)

PROMISE: Prompt-Attentive Hierarchical Contrastive Learning for Robust Cross-Modal Representation with Missing Modalities
por: Chen, Jiajun, et al.
Publicado: (2025)

Towards Robust Multimodal Emotion Recognition under Missing Modalities and Distribution Shifts
por: Zhong, Guowei, et al.
Publicado: (2025)

Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition
por: Guo, Zirun, et al.
Publicado: (2024)

Cross-Modality Perturbation Synergy Attack for Person Re-identification
por: Gong, Yunpeng, et al.
Publicado: (2024)

One-Prompt to Segment All Medical Images
por: Wu, Junde, et al.
Publicado: (2023)

Multimodal Knowledge Distillation for Egocentric Action Recognition Robust to Missing Modalities
por: Santos-Villafranca, Maria, et al.
Publicado: (2025)

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

Purify-then-Align: Towards Robust Human Sensing under Modality Missing with Knowledge Distillation from Noisy Multimodal Teacher
por: Weng, Pengcheng, et al.
Publicado: (2026)

AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
por: Pang, Lianyu, et al.
Publicado: (2024)

Robust Multi-Modal Face Anti-Spoofing with Domain Adaptation: Tackling Missing Modalities, Noisy Pseudo-Labels, and Model Degradation
por: Hsu, Ming-Tsung, et al.
Publicado: (2025)

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

CCSD: Cross-Modal Compositional Self-Distillation for Robust Brain Tumor Segmentation with Missing Modalities
por: Xie, Dongqing, et al.
Publicado: (2025)

Knowledge Bridger: Towards Training-free Missing Modality Completion
por: Ke, Guanzhou, et al.
Publicado: (2025)

PRA-PoE: Robust Multimodal Alzheimer's Diagnosis with Arbitrary Missing Modalities
por: Yang, Guangqian, et al.
Publicado: (2026)

Chameleon: Images Are What You Need For Multimodal Learning Robust To Missing Modalities
por: Liaqat, Muhammad Irzam, et al.
Publicado: (2024)

Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation
por: Reza, Md Kaykobad, et al.
Publicado: (2023)

CausalDisenSeg: A Causality-Guided Disentanglement Framework with Counterfactual Reasoning for Robust Brain Tumor Segmentation Under Missing Modalities
por: Liu, Bo, et al.
Publicado: (2026)

A Theory-Inspired Framework for Few-Shot Cross-Modal Sketch Person Re-Identification
por: Gong, Yunpeng, et al.
Publicado: (2025)

Head-wise Modality Specialization within MLLMs for Robust Fake News Detection under Missing Modality
por: Qian, Kai, et al.
Publicado: (2026)

Towards Implicit Aggregation: Robust Image Representation for Place Recognition in the Transformer Era
por: Lu, Feng, et al.
Publicado: (2025)

Towards Degradation-Robust Reconstruction in Generalizable NeRF
por: Park, Chan Ho, et al.
Publicado: (2024)

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

Context-driven Missing-Modality Learning for Robust Medical Diagnosis with Image-Tabular Data
por: Liu, Tianling, et al.
Publicado: (2026)

Towards Robust Infrared Small Target Detection: A Feature-Enhanced and Sensitivity-Tunable Framework
por: Zhao, Jinmiao, et al.
Publicado: (2024)

Measurement Geometry and Design for Trustworthy Generative Inverse Problems
por: Jin, Pengfei, et al.
Publicado: (2026)

ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from Videos
por: Tang, Tao, et al.
Publicado: (2024)

AFGI: Towards Accurate and Fast-convergent Gradient Inversion Attack in Federated Learning
por: Liu, Can, et al.
Publicado: (2024)