Tran, Quyen
- Distributed Quantum Computing in Silicon
2024/06/03 by Inc, Photonic, :, Francis O. Afzal +139 · 8 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Enhancing Domain Adaptation through Prompt Gradient Alignment
2024/06/13 by Hoang Phan, Phan, Hoang, Тран Дай Лам +5 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective
2022/11/24 by Hoang Phan, Phan, Hoang, Тран Дай Лам +12 · 3 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- Class-Prototype Conditional Diffusion Model with Gradient Projection for Continual Learning
2023/12/10 by Doan, Khanh, Tran, Quyen, Tran, Tung Lam +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
2024/10/03 by Minh Le, Le, Minh, Chàu Nguyen +9 · 5 citations
Arts and Humanities · Computer Science · Social Sciences · #FOS: Computer and information sciences #Language and cultural evolution #Linguistics and Cultural Studies #Machine Learning (cs.LG) #Natural Language Processing Techniques
- An Optimal Transport-driven Approach for Cultivating Latent Space in Online Incremental Learning
2022/11/30 by Quyen Tran, Tran, Quyen, Nguyen, Hai +10 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving Generalization with Flat Hilbert Bayesian Inference
2024/10/05 by Tuan Truong, Quyen Tran, Truong, Tuan +9 · 3 citations
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Preserving Generalization of Language models in Few-shot Continual Relation Extraction
2024/10/01 by Quyen Tran, Tran, Quyen, Nguyễn Xuân Thành +10 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning
2024/10/06 by Quyen Tran, Tran, Quyen, Phan, Hoang +13 · 1 citation
Computer Science · #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
- Few-Shot, No Problem: Descriptive Continual Relation Extraction
2025/02/27 by Thanh, Nguyen Xuan, Le, Anh Duc, Tran, Quyen +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Lifelong Event Detection via Optimal Transport
2024/10/11 by Viet Dao, Van-Cuong Pham, Dao, Viet +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models
2025/06/08 by Ngoc-Quan Pham, Pham, Ngoc-Quan, Tuan Truong +9 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Gaussian Processes and Bayesian Inference #Bayesian Modeling and Causal Inference