Multi-Armed Bandit Approach for Optimizing Training on Synthetic Data
Fuente:
arXiv
Guardado en:
| Autores principales: | Kerim, Abdulrahman, Marcolino, Leandro Soriano, Nascimento, Erickson R., Jiang, Richard |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research
por: Khosravi, Bardia, et al.
Publicado: (2023)
por: Khosravi, Bardia, et al.
Publicado: (2023)
When Exploration Comes for Free with Mixture-Greedy: Do we need UCB in Diversity-Aware Multi-Armed Bandits?
por: Nia, Bahar Dibaei, et al.
Publicado: (2026)
por: Nia, Bahar Dibaei, et al.
Publicado: (2026)
Synthetic Data Augmentation for Multi-Task Chinese Porcelain Classification: A Stable Diffusion Approach
por: Ling, Ziyao, et al.
Publicado: (2026)
por: Ling, Ziyao, et al.
Publicado: (2026)
Leveraging Programmatically Generated Synthetic Data for Differentially Private Diffusion Training
por: Choi, Yujin, et al.
Publicado: (2024)
por: Choi, Yujin, et al.
Publicado: (2024)
Training-Free Synthetic Data Generation with Dual IP-Adapter Guidance
por: Boudier, Luc, et al.
Publicado: (2025)
por: Boudier, Luc, et al.
Publicado: (2025)
Rethinking Encoder-Decoder Flow Through Shared Structures
por: Laboyrie, Frederik, et al.
Publicado: (2025)
por: Laboyrie, Frederik, et al.
Publicado: (2025)
Investigation of the Impact of Synthetic Training Data in the Industrial Application of Terminal Strip Object Detection
por: Baumgart, Nico, et al.
Publicado: (2024)
por: Baumgart, Nico, et al.
Publicado: (2024)
Calibrated Adversarial Sampling: Multi-Armed Bandit-Guided Generalization Against Unforeseen Attacks
por: Wang, Rui, et al.
Publicado: (2025)
por: Wang, Rui, et al.
Publicado: (2025)
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentation
por: Ferreira, André, et al.
Publicado: (2024)
por: Ferreira, André, et al.
Publicado: (2024)
Regularizing cross entropy loss via minimum entropy and K-L divergence
por: Ibraheem, Abdulrahman Oladipupo
Publicado: (2025)
por: Ibraheem, Abdulrahman Oladipupo
Publicado: (2025)
Transcoda: End-to-End Zero-Shot Optical Music Recognition via Data-Centric Synthetic Training
por: Dratschuk, Daniel, et al.
Publicado: (2026)
por: Dratschuk, Daniel, et al.
Publicado: (2026)
Progressive Data Dropout: An Embarrassingly Simple Approach to Faster Training
por: Sathiyanarayanan, Shriram M, et al.
Publicado: (2025)
por: Sathiyanarayanan, Shriram M, et al.
Publicado: (2025)
Generating Multi-Image Synthetic Data for Text-to-Image Customization
por: Kumari, Nupur, et al.
Publicado: (2025)
por: Kumari, Nupur, et al.
Publicado: (2025)
Exploring the Potential of Synthetic Data to Replace Real Data
por: Lee, Hyungtae, et al.
Publicado: (2024)
por: Lee, Hyungtae, et al.
Publicado: (2024)
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data
por: Fu, Stephanie, et al.
Publicado: (2023)
por: Fu, Stephanie, et al.
Publicado: (2023)
On the Equivalency, Substitutability, and Flexibility of Synthetic Data
por: Chang, Che-Jui, et al.
Publicado: (2024)
por: Chang, Che-Jui, et al.
Publicado: (2024)
Synthetic Data for Robust Runway Detection
por: Chigot, Estelle, et al.
Publicado: (2025)
por: Chigot, Estelle, et al.
Publicado: (2025)
Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition
por: Tang, Minxue, et al.
Publicado: (2026)
por: Tang, Minxue, et al.
Publicado: (2026)
Detect Fake with Fake: Leveraging Synthetic Data-driven Representation for Synthetic Image Detection
por: Otake, Hina, et al.
Publicado: (2024)
por: Otake, Hina, et al.
Publicado: (2024)
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems
por: Ye-Bin, Moon, et al.
Publicado: (2023)
por: Ye-Bin, Moon, et al.
Publicado: (2023)
Training a Computer Vision Model for Commercial Bakeries with Primarily Synthetic Images
por: Schmitt, Thomas H., et al.
Publicado: (2024)
por: Schmitt, Thomas H., et al.
Publicado: (2024)
Dealing with Synthetic Data Contamination in Online Continual Learning
por: Wang, Maorong, et al.
Publicado: (2024)
por: Wang, Maorong, et al.
Publicado: (2024)
SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and Dataset
por: Mehr, Goodarz, et al.
Publicado: (2025)
por: Mehr, Goodarz, et al.
Publicado: (2025)
Drone Detection using Deep Neural Networks Trained on Pure Synthetic Data
por: Wisniewski, Mariusz, et al.
Publicado: (2024)
por: Wisniewski, Mariusz, et al.
Publicado: (2024)
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions
por: Lieberman, Kelsey, et al.
Publicado: (2024)
por: Lieberman, Kelsey, et al.
Publicado: (2024)
GANsemble for Small and Imbalanced Data Sets: A Baseline for Synthetic Microplastics Data
por: Platnick, Daniel, et al.
Publicado: (2024)
por: Platnick, Daniel, et al.
Publicado: (2024)
Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification
por: Zyblewski, Paweł, et al.
Publicado: (2024)
por: Zyblewski, Paweł, et al.
Publicado: (2024)
Augmented Conditioning Is Enough For Effective Training Image Generation
por: Chen, Jiahui, et al.
Publicado: (2025)
por: Chen, Jiahui, et al.
Publicado: (2025)
Scalability in Building Component Data Annotation: Enhancing Facade Material Classification with Synthetic Data
por: Harrison, Josie, et al.
Publicado: (2024)
por: Harrison, Josie, et al.
Publicado: (2024)
Explainable YOLO-Based Dyslexia Detection in Synthetic Handwriting Data
por: Fink, Nora
Publicado: (2025)
por: Fink, Nora
Publicado: (2025)
HandCraft: Dynamic Sign Generation for Synthetic Data Augmentation
por: Rios, Gaston Gustavo, et al.
Publicado: (2025)
por: Rios, Gaston Gustavo, et al.
Publicado: (2025)
Position Paper: Building Trust in Synthetic Data for Clinical AI
por: Babu, Krishan Agyakari Raja, et al.
Publicado: (2025)
por: Babu, Krishan Agyakari Raja, et al.
Publicado: (2025)
Provably Improving Generalization of Few-Shot Models with Synthetic Data
por: Nguyen, Lan-Cuong, et al.
Publicado: (2025)
por: Nguyen, Lan-Cuong, et al.
Publicado: (2025)
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models
por: Wu, Bin, et al.
Publicado: (2025)
por: Wu, Bin, et al.
Publicado: (2025)
Reliability in Semantic Segmentation: Can We Use Synthetic Data?
por: Loiseau, Thibaut, et al.
Publicado: (2023)
por: Loiseau, Thibaut, et al.
Publicado: (2023)
PolyGen: Fully Synthetic Vision-Language Training via Multi-Generator Ensembles
por: Brusini, Leonardo, et al.
Publicado: (2026)
por: Brusini, Leonardo, et al.
Publicado: (2026)
BATR-FST: Bi-Level Adaptive Token Refinement for Few-Shot Transformers
por: Al-Habib, Mohammed, et al.
Publicado: (2025)
por: Al-Habib, Mohammed, et al.
Publicado: (2025)
Dreaming Out Loud: A Self-Synthesis Approach For Training Vision-Language Models With Developmentally Plausible Data
por: AlKhamissi, Badr, et al.
Publicado: (2024)
por: AlKhamissi, Badr, et al.
Publicado: (2024)
Learning to Rebalance Multi-Modal Optimization by Adaptively Masking Subnetworks
por: Yang, Yang, et al.
Publicado: (2024)
por: Yang, Yang, et al.
Publicado: (2024)
Enhancing Object Detection Accuracy in Autonomous Vehicles Using Synthetic Data
por: Voronin, Sergei, et al.
Publicado: (2024)
por: Voronin, Sergei, et al.
Publicado: (2024)
Ejemplares similares
-
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research
por: Khosravi, Bardia, et al.
Publicado: (2023) -
When Exploration Comes for Free with Mixture-Greedy: Do we need UCB in Diversity-Aware Multi-Armed Bandits?
por: Nia, Bahar Dibaei, et al.
Publicado: (2026) -
Synthetic Data Augmentation for Multi-Task Chinese Porcelain Classification: A Stable Diffusion Approach
por: Ling, Ziyao, et al.
Publicado: (2026) -
Leveraging Programmatically Generated Synthetic Data for Differentially Private Diffusion Training
por: Choi, Yujin, et al.
Publicado: (2024) -
Training-Free Synthetic Data Generation with Dual IP-Adapter Guidance
por: Boudier, Luc, et al.
Publicado: (2025)