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Truyen Tran

  1. Automatic feature learning for vulnerability prediction
    2017/08/08 by Hoa Khanh Dam, Dam, Hoa Khanh, Truyen Tran +9 · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
  2. Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning
    2018/02/02 by Hung Lê, Le, Hung, Truyen Tran +3 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
  3. Towards effective AI-powered agile project management
    2018/12/27 by Hoa Khanh Dam, Truyen Tran, Dam, Hoa Khanh +7 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
  4. A deep language model for software code
    2016/08/09 by Hoa Khanh Dam, Dam, Hoa Khanh, Truyen Tran +3 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
  5. Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction
    2021/03/24 by Tri Minh Nguyen, Nguyen, Tri Minh, Thomas P. Quinn +5 · 2 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  6. Model-Based Episodic Memory Induces Dynamic Hybrid Controls
    2021/11/03 by Hung Lê, Le, Hung, George, Thommen Karimpanal +6 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  7. Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation
    2022/09/21 by Do, Kien, Hung Lê, Le, Hung +12 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  8. Deep Learning to Attend to Risk in ICU
    2017/07/17 by Phuoc Nguyen, Truyen Tran, Nguyen, Phuoc +3 · 1 citation
    Computer Science · Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment #Time Series Analysis and Forecasting
  9. Knowledge Graph Embedding with Multiple Relation Projections
    2018/01/26 by Do, Kien, Truyen Tran, Svetha Venkatesh +2 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
  10. Graph Transformation Policy Network for Chemical Reaction Prediction
    2018/12/22 by Truyen Tran, Do, Kien, Tran, Truyen +2 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning in Materials Science #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  11. Variational Hyper-Encoding Networks
    2020/05/18 by Phuoc Nguyen, Truyen Tran, Nguyen, Phuoc +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. Hierarchical Conditional Relation Networks for Multimodal Video Question\n Answering
    2020/10/17 by Thao Minh Le, Le, Thao Minh, Vuong Le +5 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  13. Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization
    2020/12/03 by Do, Kien, Truyen Tran, Tran, Truyen +2 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning and Data Classification
  14. Hierarchical Object-oriented Spatio-Temporal Reasoning for Video\n Question Answering
    2021/06/25 by Long Hoang Dang, Dang, Long Hoang, Thao Minh Le +5 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
  15. Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks
    2024/11/06 by Tri Nguyen, Nguyen, Tri Minh, Sherif Abdulkader Tawfik +9 · 2 citations
    Engineering · #Modular Robots and Swarm Intelligence
  16. Neural Stored-program Memory
    2019/05/25 by Hung Lê, Le, Hung, Truyen Tran +3 · 1 citation
    Computer Science · #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  17. PINNs for Medical Image Analysis: A Survey
    2024/08/02 by Chayan Banerjee, Kien Nguyen, Banerjee, Chayan +7 · 2 citations
    Neuroscience · Computer Science · Medicine · #Brain Tumor Detection and Classification #AI in cancer detection #COVID-19 diagnosis using AI
  18. SimSMoE: Solving Representational Collapse via Similarity Measure
    2024/06/22 by Giang Do, Hung Le, Do, Giang +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. SADL: An Effective In-Context Learning Method for Compositional Visual QA
    2024/07/02 by Long Hoang Dang, Thao Minh Le, Dang, Long Hoang +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Visual Attention and Saliency Detection
  20. Thurstonian Boltzmann Machines: Learning from Multiple Inequalities
    2014/08/01 by Truyen Tran, Tran, Truyen, Dinh Phung +3 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Domain Adaptation and Few-Shot Learning