Dinh Phung - Main

Some recent lectures and talks

AI and Biometrics in the Age of Generative Intelligence. Talk at Victorian Parliament Library and Australian Academy of Technological Sciences and Engineering (ATSE) on "AI and Biometrics: Harnessing Potential, Managing Risks" , 19 October, 2023. (slides, video)
Small Change Matters: Towards Robust Deep Learning with Optimal Transport. Keynote Talk on Trustworthy Machine Learning, AI@Melbourne Colloquium, July, 2023. (slides)
A Unified Wasserstein Distributional Robustness Framework for Adversarial Training (ICLR'22) (Small Change Matters: Towards Robust Deep Learning with Optimal Transport). Research highlight talk, Data Science and AI (DSAI) Summit, Monash University, 2023. (slides)
Generative Deep Learning. Plenary lecture on machine learning, World Bank FIRST (Foster Innovation in Research, Science and Technology) Program in Vietnam and VIASM, August 2019 (slides).
Generative Deep Learning. Plenary lecture on AI and Data Science, World Bank FIRST Program in Vietnam and VIASM (1000+ attendants), December, 2018.
Dinh Phung. Applied AI with Generative Deep Learning. Invited talk, Department of Neuro-science, Alfred Health, October, 2018.
Dinh Phung. Deep Generative Models, Data, and Beyond. Australian Defence Force Academy, University of New South Wales, May, 2018.
Three lectures on machine learning and data science. Data Science course, Vietnam Institute for Advanced Study in Mathematics (VIASM), May, 2017. These lectures covered a brief history of deep learning, deep neural networks, representation learning, deep generative models and motivated applications.
- Lecture 1: Fundamentals of Data Science and Big Data Analytics.
- Lecture 2: Three Approaches to Design your Scalable Machine Learning Algorithms.
- Lecture 3: A Few Useful Things to Know about Deep Learning.

Selected AI advocate activities

AI for Sustainable Development. Panellist, with Alex Smola (Amazon), Toby Walsh (UNSW), Thanh Nguyen (University of Oregon), Liam Li (Determined AI), August, 2022.
AI Development for the South East Asia. Panel Chair, Panel: Michael Jordan (Berkeley), Hung Bui (VinAI CEO), Manish Gupta (Google Director, India), Thanh Nguyen (Oregon University), Bryan Low (NUS/AI Singapore), August, 2021
Artificial intelligence and job opportunities. Invited Speaker, IT Career Talk, organised by Youth Support Organisation, Melbourne, Feb 2019.


Dinh Phung, PhD Professor (Machine Learning) Monash University, Australia E:dinh.phung@monash.edu T:+61 3 9905 6955 Home News Research Projects/Grants Supervision Tutorials & Talks Data & Codes Research Lab Publications Preprints Selected Papers By Years By Topics All Papers Teaching Contact Disclaimer: This page, its content and style, are the responsibility of the author and do not necessarily represent the views, policies or opinions of Monash University.	Some recent lectures and talks AI and Biometrics in the Age of Generative Intelligence. Talk at Victorian Parliament Library and Australian Academy of Technological Sciences and Engineering (ATSE) on "AI and Biometrics: Harnessing Potential, Managing Risks" , 19 October, 2023. (slides, video) Small Change Matters: Towards Robust Deep Learning with Optimal Transport. Keynote Talk on Trustworthy Machine Learning, AI@Melbourne Colloquium, July, 2023. (slides) A Unified Wasserstein Distributional Robustness Framework for Adversarial Training (ICLR'22) (Small Change Matters: Towards Robust Deep Learning with Optimal Transport). Research highlight talk, Data Science and AI (DSAI) Summit, Monash University, 2023. (slides) Generative Deep Learning. Plenary lecture on machine learning, World Bank FIRST (Foster Innovation in Research, Science and Technology) Program in Vietnam and VIASM, August 2019 (slides). Generative Deep Learning. Plenary lecture on AI and Data Science, World Bank FIRST Program in Vietnam and VIASM (1000+ attendants), December, 2018. Dinh Phung. Applied AI with Generative Deep Learning. Invited talk, Department of Neuro-science, Alfred Health, October, 2018. Dinh Phung. Deep Generative Models, Data, and Beyond. Australian Defence Force Academy, University of New South Wales, May, 2018. Three lectures on machine learning and data science. Data Science course, Vietnam Institute for Advanced Study in Mathematics (VIASM), May, 2017. These lectures covered a brief history of deep learning, deep neural networks, representation learning, deep generative models and motivated applications. Lecture 1: Fundamentals of Data Science and Big Data Analytics. Lecture 2: Three Approaches to Design your Scalable Machine Learning Algorithms. Lecture 3: A Few Useful Things to Know about Deep Learning. Selected AI advocate activities AI for Sustainable Development. Panellist, with Alex Smola (Amazon), Toby Walsh (UNSW), Thanh Nguyen (University of Oregon), Liam Li (Determined AI), August, 2022. AI Development for the South East Asia. Panel Chair, Panel: Michael Jordan (Berkeley), Hung Bui (VinAI CEO), Manish Gupta (Google Director, India), Thanh Nguyen (Oregon University), Bryan Low (NUS/AI Singapore), August, 2021 Artificial intelligence and job opportunities. Invited Speaker, IT Career Talk, organised by Youth Support Organisation, Melbourne, Feb 2019.