ProfessorTruyen Tran
Head of AI, Health and Science
Deakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)
Orcid identifier0000-0001-6531-8907 (opens in a new tab)
- Head of AI, Health and ScienceDeakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)
- +61 3 522 78744 (Work)
- Geelong Waurn Ponds Campus, 75 Pigdons Road, Waurn Ponds, Victoria 3216
TEACHING ACTIVITIES
- UNIT TAUGHTData Science Concepts (SIT-112)
- CURRENT DOCTORAL SUPERVISIONDynamic Cross-Modal Reasoning for Instance-Level Perception in Videos
- CURRENT DOCTORAL SUPERVISIONMachine Learning in the Data-Poor and Knowledge-Rich Regime
- CURRENT DOCTORAL SUPERVISIONUnified Vision-Language Grounded Learning and Reasoning in Space-Time
- CURRENT DOCTORAL SUPERVISIONInvestigations into Learning for Structured Reasoning
- CURRENT DOCTORAL SUPERVISIONImproving Foundation Models by addressing the binding problemImproving Foundation Models by addressing the binding problem
- CURRENT DOCTORAL SUPERVISIONA physics-informed machine learning approach for characterising spacecraft breakup due to debris impact
- CURRENT DOCTORAL SUPERVISIONEnhancing Scalability of Machine Learning Models for Material Simulation
- CURRENT DOCTORAL SUPERVISIONMethods for Aligning Generative and Reasoning Artificial Intelligence
- CURRENT DOCTORAL SUPERVISIONTowards Learning, Identifiability, and Transfer of Causal Dynamics
- CURRENT DOCTORAL SUPERVISIONScalable Memory for Long-form Streaming Video Understanding
- CURRENT DOCTORAL SUPERVISIONScalable Diffusion Models for Decision-Making
- COMPLETED DOCTORAL SUPERVISIONStructured representation learning from complex data
- COMPLETED DOCTORAL SUPERVISIONSparse representation for face images
- COMPLETED DOCTORAL SUPERVISIONMachine Learning in Healthcare: An Investigation into Model Stability
- COMPLETED DOCTORAL SUPERVISIONRecurrent Neural Networks for Structured Data
- COMPLETED DOCTORAL SUPERVISIONNovel Deep Architectures for Representation Learning
- COMPLETED DOCTORAL SUPERVISIONMemory and attention in deep learning
- COMPLETED DOCTORAL SUPERVISIONToward Generalizable Deep Generative Models
- COMPLETED DOCTORAL SUPERVISIONHuman Behaviour Understanding in Computer Vision
- COMPLETED DOCTORAL SUPERVISIONTowards Social Artificial Intelligence: Roles and Theory of Mind
- COMPLETED DOCTORAL SUPERVISIONDeep Neural Networks for Visual Reasoning
- COMPLETED DOCTORAL SUPERVISIONOn Practical Reinforcement Learning: Provable Robustness, Scalability, and Statistical Efficiency
- COMPLETED DOCTORAL SUPERVISIONLearning Dependency Structures Through Time Using Neural Networks
- COMPLETED DOCTORAL SUPERVISIONThe Manufacturing of High Energy Density Lithium-metal Batteries