Coursework


Topic Presentation

- Select a technique to study and present the paper in class. Alternatively, make experiments with the implementation of the technique and report it in class.

Must be approved by instructor.

- Deadline: September

Presentation

- Prepare slides (20 min.) for a class presentation (See Schedule)

- Focus on: i) key ideas; ii) contribution to SoTA.

- Deadline: November

Techniques

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- Finetuning
DreamBooth
LORA
Textual Inversion

- Advanced
SDEdit
Prompt-to-Prompt
Instruct-Pix2Pix
ControlNet
T2I Adapter
Imagic

- SOTA 2023
Scalable Diffusion Models with Transformers
Paella: Text and Image-Conditional Synthesis in Quantized Latent Spaces
Palette: Image-to-Image Diffusion Models
DiffCollage: Parallel Generation of Large Content with Diffusion Models

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Papers


Copyright © Luiz Velho