Copertina

Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhi, Zhuo, Liu, Ziquan, Elbadawi, Moe, Daneshmend, Adam, Orlu, Mine, Basit, Abdul, Demosthenous, Andreas, Rodrigues, Miguel
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

HgbNet: predicting hemoglobin level/anemia degree from EHR data
di: Zhi, Zhuo, et al.
Pubblicazione: (2024)

Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework
di: Zhi, Zhuo, et al.
Pubblicazione: (2025)

A Novel Semi‐Automated Pipeline for Optimizing 3D‐Printed Drug Formulations
di: Youssef Abdalla, et al.
Pubblicazione: (2025)

Sensory-driven microinterventions for improved health and wellbeing
di: Abdalla, Youssef, et al.
Pubblicazione: (2025)

PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
di: Feng, Chen, et al.
Pubblicazione: (2024)

VECT-GAN: A variationally encoded generative model for overcoming data scarcity in pharmaceutical science
di: Abdalla, Youssef, et al.
Pubblicazione: (2025)

Calibrated Multimodal Representation Learning with Missing Modalities
di: Liu, Xiaohao, et al.
Pubblicazione: (2025)

FormuLLA: A Large Language Model Approach to Generating Novel 3D Printable Formulations
di: Okubena, Adeshola, et al.
Pubblicazione: (2026)

Water Pretreatment System for Rapid Preconcentration of Bacteria
di: Panayiota Demosthenous
Pubblicazione: (2025)

Breaking disciplinary silos: A global approach to interprofessional education
di: Fraide A. Ganotice, et al.
Pubblicazione: (2024)

Deep Multimodal Learning with Missing Modality: A Survey
di: Wu, Renjie, et al.
Pubblicazione: (2024)

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

Market access, supplier access, and Africa's manufactured exports : n Analysis of the role of geography and institutions / Ibrahim Elbadawi, Taye Mengistae, Albert Zeufack
di: Elbadawi, Ibrahim
Pubblicazione: (2006)

Hardware Without Software: Teachers’ Cultural Silence and Menstrual Hygiene Management in Rural Bangladeshi Schools
di: Abdul Basit
Pubblicazione: (2026)

Causal Debiasing Medical Multimodal Representation Learning with Missing Modalities
di: Zhu, Xiaoguang, et al.
Pubblicazione: (2025)

Embracing Aleatoric Uncertainty in Medical Multimodal Learning with Missing Modalities
di: Gong, Linxiao, et al.
Pubblicazione: (2026)

Multimodal Online Federated Learning with Modality Missing in Internet of Things
di: Wang, Heqiang, et al.
Pubblicazione: (2025)

Multimodal Machine Learning for Soft High-k Elastomers under Data Scarcity
di: FNU, Brijesh, et al.
Pubblicazione: (2026)

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

Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality
di: Le, Huy Q., et al.
Pubblicazione: (2024)

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

Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast
di: Bao, Guangyin, et al.
Pubblicazione: (2023)

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

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network
di: Poudel, Pranav, et al.
Pubblicazione: (2025)

ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities
di: Mordacq, Julie, et al.
Pubblicazione: (2024)

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

Deep Learning-Based Noninvasive Screening of Type 2 Diabetes with Chest X-ray Images and Electronic Health Records
di: Gundapaneni, Sanjana, et al.
Pubblicazione: (2024)

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

Can Africa export manufactures? : the role of endowment, exchange rates and transaction costs / Ibrahim A. Elbadawi
di: Elbadawi, Ibrahim A
Pubblicazione: (1999)

External interventions and the duration of civil wars / Ibrahim A. Elbadawi, Nicholas Sambanis
di: Elbadawi, Ibrahim A
Pubblicazione: (2000)

Post-conflict aid, real exchange rate adjustment, and catch-up growth / Ibrahim A. Elbadawi, Linda Kaltani, Klaus Schmidt-Hebbel
di: Elbadawi, Ibrahim A
Pubblicazione: (2007)

BRAVE: Brain-Controlled Prosthetic Arm with Voice Integration and Embodied Learning for Enhanced Mobility
di: Basit, Abdul, et al.
Pubblicazione: (2025)

Powerful Spatial Multiple Testing via Borrowing Neighboring Information
di: Deng, Linsui, et al.
Pubblicazione: (2022)

Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data
di: Nguyen, Duong M., et al.
Pubblicazione: (2025)

Modal Luck and Buried Treasure
di: Oscar A. Piedrahita
Pubblicazione: (2026)

From On-chain to Macro: Assessing the Importance of Data Source Diversity in Cryptocurrency Market Forecasting
di: Demosthenous, Giorgos, et al.
Pubblicazione: (2025)

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

Context-aware Mamba-based Reinforcement Learning for social robot navigation
di: Mustafa, Syed Muhammad, et al.
Pubblicazione: (2024)

Utilizing Age‐Adaptive Deep Learning Approaches for Detecting Inappropriate Video Content
di: Iftikhar Alam, et al.
Pubblicazione: (2024)

Teaching Visual Accessibility in Introductory Data Science Classes with Multi-Modal Data Representations
di: Seo, JooYoung, et al.
Pubblicazione: (2022)