Courses

1. Deep Learning, both Bachelor and Master programs, Monash University, since 2020. Help to develop the original Quizzes, and Labs about Generative Models (GANs, VAEs and Diffusion Models). post.
2. Intelligent image and video analysis (aka. Computer Vision), Master of Data Science, Monash University, since 2023.
3. Advanced Computer Vision, VietAI, 2023. Sample lecture about Deep Generative Models and Multimodal Learning.

Tutorials

Tutorials on Diffusion Models

• Part 1: Denoising Diffusion Probabilistic Models (DDPM)
• Part 2: DDIM, Diffusion Inversion and Accelerating Inference
• Implementation: DDPM with Tensorflow 2
• Implementation: DDIM and Diffusion Inversion

Tutorials on Adversarial Machine Learning

• Part 1: The Good, The Bad, The Ugly
• Part 2: Adversarial Attacks
• List of research groups and notable researchers in the field of Adversarial Machine Learning

Talks

1. From Personalization to Anti-Personalization, DSTG, 2024. slides
2. Erasing Undesirable Concepts in Diffusion Models: What next?, DSTG, 2024. slides