Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation
Fuente:
arXiv
Guardado en:
| Autores principales: | Nguyen, Duy A., Do, Quan Huu, Doan, Khoa D., Do, Minh N. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Robult: Leveraging Redundancy and Modality Specific Features for Robust Multimodal Learning
por: Nguyen, Duy A., et al.
Publicado: (2025)
por: Nguyen, Duy A., et al.
Publicado: (2025)
Reviving Error Correction in Modern Deep Time-Series Forecasting
por: Nguyen, Minh Hoang, et al.
Publicado: (2026)
por: Nguyen, Minh Hoang, et al.
Publicado: (2026)
Learning Structural Causal Models from Ordering: Identifiable Flow Models
por: Le, Minh Khoa, et al.
Publicado: (2024)
por: Le, Minh Khoa, et al.
Publicado: (2024)
Cold-start Recommendation by Personalized Embedding Region Elicitation
por: Nguyen, Hieu Trung, et al.
Publicado: (2024)
por: Nguyen, Hieu Trung, et al.
Publicado: (2024)
SAMSA: Efficient Transformer for Many Data Modalities
por: Lenhat, Minh, et al.
Publicado: (2024)
por: Lenhat, Minh, et al.
Publicado: (2024)
DPERC: Direct Parameter Estimation for Mixed Data
por: Vo, Tuan L., et al.
Publicado: (2025)
por: Vo, Tuan L., et al.
Publicado: (2025)
C3T: Cross-modal Transfer Through Time for Sensor-based Human Activity Recognition
por: Kamboj, Abhi, et al.
Publicado: (2024)
por: Kamboj, Abhi, et al.
Publicado: (2024)
Deep Learning-based Prediction of Clinical Trial Enrollment with Uncertainty Estimates
por: Do, Tien Huu, et al.
Publicado: (2025)
por: Do, Tien Huu, et al.
Publicado: (2025)
Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality
por: Le, Huy Q., et al.
Publicado: (2024)
por: Le, Huy Q., et al.
Publicado: (2024)
Towards Achieving Perfect Multimodal Alignment
por: Kamboj, Abhi, et al.
Publicado: (2025)
por: Kamboj, Abhi, et al.
Publicado: (2025)
SPAR: Session-based Pipeline for Adaptive Retrieval on Legacy File Systems
por: Nguyen, Duy A., et al.
Publicado: (2025)
por: Nguyen, Duy A., et al.
Publicado: (2025)
Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling
por: Nguyen, Phuc Minh, et al.
Publicado: (2025)
por: Nguyen, Phuc Minh, et al.
Publicado: (2025)
Accelerating Long-Term Molecular Dynamics with Physics-Informed Time-Series Forecasting
por: Le, Hung, et al.
Publicado: (2025)
por: Le, Hung, et al.
Publicado: (2025)
Embracing Aleatoric Uncertainty in Medical Multimodal Learning with Missing Modalities
por: Gong, Linxiao, et al.
Publicado: (2026)
por: Gong, Linxiao, et al.
Publicado: (2026)
PRIME: Prototype-Driven Multimodal Pretraining for Cancer Prognosis with Missing Modalities
por: Yu, Kai, et al.
Publicado: (2026)
por: Yu, Kai, et al.
Publicado: (2026)
SKGE: Spherical Knowledge Graph Embedding with Geometric Regularization
por: Quan, Xuan-Truong, et al.
Publicado: (2025)
por: Quan, Xuan-Truong, et al.
Publicado: (2025)
A Survey of IMU Based Cross-Modal Transfer Learning in Human Activity Recognition
por: Kamboj, Abhi, et al.
Publicado: (2024)
por: Kamboj, Abhi, et al.
Publicado: (2024)
Spectral Text Fusion: A Frequency-Aware Approach to Multimodal Time-Series Forecasting
por: Nguyen, Huu Hiep, et al.
Publicado: (2026)
por: Nguyen, Huu Hiep, et al.
Publicado: (2026)
Discrete Diffusion Language Model for Efficient Text Summarization
por: Dat, Do Huu, et al.
Publicado: (2024)
por: Dat, Do Huu, et al.
Publicado: (2024)
Uncertainty-Guided Checkpoint Selection for Reinforcement Finetuning of Large Language Models
por: Nguyen, Manh, et al.
Publicado: (2025)
por: Nguyen, Manh, et al.
Publicado: (2025)
UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels
por: Sui, Hangke, et al.
Publicado: (2026)
por: Sui, Hangke, et al.
Publicado: (2026)
RegMean++: Enhancing Effectiveness and Generalization of Regression Mean for Model Merging
por: Nguyen, The-Hai, et al.
Publicado: (2025)
por: Nguyen, The-Hai, et al.
Publicado: (2025)
BoMGene: Integrating Boruta-mRMR feature selection for enhanced Gene expression classification
por: Phan, Bich-Chung, et al.
Publicado: (2025)
por: Phan, Bich-Chung, et al.
Publicado: (2025)
Retrospective Feature Estimation for Continual Learning
por: Nguyen, Nghia D., et al.
Publicado: (2024)
por: Nguyen, Nghia D., et al.
Publicado: (2024)
Strong identifiability and parameter learning in regression with heterogeneous response
por: Do, Dat, et al.
Publicado: (2022)
por: Do, Dat, et al.
Publicado: (2022)
Revisiting Kernel Attention with Correlated Gaussian Process Representation
por: Bui, Long Minh, et al.
Publicado: (2025)
por: Bui, Long Minh, et al.
Publicado: (2025)
Unveiling Concept Attribution in Diffusion Models
por: Nguyen, Quang H., et al.
Publicado: (2024)
por: Nguyen, Quang H., et al.
Publicado: (2024)
Domain-Adapted Fine-Tuning of ECG Foundation Models for Multi-Label Structural Heart Disease Screening
por: Do, Duc N., et al.
Publicado: (2026)
por: Do, Duc N., et al.
Publicado: (2026)
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation
por: Hoang, Trung-Hieu, et al.
Publicado: (2024)
por: Hoang, Trung-Hieu, et al.
Publicado: (2024)
Equivariant Polynomial Functional Networks
por: Vo, Thieu N., et al.
Publicado: (2024)
por: Vo, Thieu N., et al.
Publicado: (2024)
Equivariant Neural Functional Networks for Transformers
por: Tran, Viet-Hoang, et al.
Publicado: (2024)
por: Tran, Viet-Hoang, et al.
Publicado: (2024)
Why Do Reasoning Models Lose Coverage? The Role of Data and Forks in the Road
por: Nguyen, Ngoc-Hieu, et al.
Publicado: (2026)
por: Nguyen, Ngoc-Hieu, et al.
Publicado: (2026)
Does Continued Pretraining on a Learner Corpus Improve Automated Essay Scoring on English Proficiency Tests? Evidence from EFCAMDAT
por: Nguyen, Duy Anh
Publicado: (2026)
por: Nguyen, Duy Anh
Publicado: (2026)
BOLIMES: Boruta and LIME optiMized fEature Selection for Gene Expression Classification
por: Phan, Bich-Chung, et al.
Publicado: (2025)
por: Phan, Bich-Chung, et al.
Publicado: (2025)
Multimodal Sleep Apnea Detection with Missing or Noisy Modalities
por: Fayyaz, Hamed, et al.
Publicado: (2024)
por: Fayyaz, Hamed, et al.
Publicado: (2024)
FLAT: Latent-Driven Arbitrary-Target Backdoor Attacks in Federated Learning
por: Nguyen, Tuan, et al.
Publicado: (2025)
por: Nguyen, Tuan, et al.
Publicado: (2025)
MELEP: A Novel Predictive Measure of Transferability in Multi-Label ECG Diagnosis
por: Nguyen, Cuong V., et al.
Publicado: (2023)
por: Nguyen, Cuong V., et al.
Publicado: (2023)
From Cross-Validation to SURE: Asymptotic Risk of Tuned Regularized Estimators
por: Adusumilli, Karun, et al.
Publicado: (2026)
por: Adusumilli, Karun, et al.
Publicado: (2026)
Multimodal Federated Learning With Missing Modalities through Feature Imputation Network
por: Poudel, Pranav, et al.
Publicado: (2025)
por: Poudel, Pranav, et al.
Publicado: (2025)
Knowledge Abstraction for Knowledge-based Semantic Communication: A Generative Causality Invariant Approach
por: Nguyen, Minh-Duong, et al.
Publicado: (2025)
por: Nguyen, Minh-Duong, et al.
Publicado: (2025)
Ejemplares similares
-
Robult: Leveraging Redundancy and Modality Specific Features for Robust Multimodal Learning
por: Nguyen, Duy A., et al.
Publicado: (2025) -
Reviving Error Correction in Modern Deep Time-Series Forecasting
por: Nguyen, Minh Hoang, et al.
Publicado: (2026) -
Learning Structural Causal Models from Ordering: Identifiable Flow Models
por: Le, Minh Khoa, et al.
Publicado: (2024) -
Cold-start Recommendation by Personalized Embedding Region Elicitation
por: Nguyen, Hieu Trung, et al.
Publicado: (2024) -
SAMSA: Efficient Transformer for Many Data Modalities
por: Lenhat, Minh, et al.
Publicado: (2024)