Course & BoF Workshop Program
| Course Program |
|
Unit 1: Diffusion & Multimodal Foundations
• Latent diffusion, cross-attention, LoRA/ControlNet, image-text alignment • Rapid Colab demo |
|
Unit 2A: Prompt Craft & Style Control
• Prompt taxonomy (subject, camera, lighting, mood), negative prompts, classifier-free guidance • Hands-on: multiple distinct shot styles |
|
Unit 2B: Mixed-Initiative Tool-Chains & Lab
• Group task: build a six-shot sequence from a log-line • Export contact sheet |
|
Unit 3A: The Aesthetics of Noise in Generative AI
• Metastability, indexicality, multiplanarity; temporality in predictive generation • Illustrated talk with case study |
|
Unit 3B: VR Storytelling & AI Collaboration
• Cinematic VR virtual reality education, production workflow, emerging AI tools • Comparative case discussion |
| BoF Workshop Program |
|
Session 1: Opening & Overview
• Welcome remarks and introduction to the CVEU series • Overview of workshop themes and objectives |
|
Session 2: Keynote Insights
• Perspectives on generative AI for creative visual content • Discussion on Art-Tech convergence |
|
Session 3: Research & Practice
• Highlights of emerging research and creative applications • Case studies on generation, editing, and understanding |
|
Session 4: Future Directions & Ethics
• Responsible AI, authorship, and interdisciplinary collaboration • Open discussion and Q&A |
|
Session 5: Panel & Closing Remarks
• Summary of key takeaways and reflections • Closing words and community outlook |
Participants from
Organizers
Advisory Committee
