Image-to-Image

Interpolating between Images with Diffusion Models can generate smooth transitions between two images using latent diffusion models. It allows for high-quality results across different styles and subjects while using CLIP to select the best images for interpolation.

CSD-Edit is a multi modality editing approach that compared to other methods works great on images bigger than the traditional 512x512 limitation and can edit 4k or large panorama images, has improved temporal consistency on video frames as well as improved view consistency when editing or generating 3D scenes.

Ray Conditioning is a lightweight and geometry-free technique for multi-view image generation. You have that perfect portrait shot of a face but the angle is not right? No problem, just use that shot as an input image and generate the portrait from a another angle. Done.

Pix2Pix-Zero can edit images by changing them in real-time, like turning a cat into a dog, without needing extra text prompts or training. It keeps the original image’s structure and uses pre-trained text-to-image diffusion models for better editing results.

SDEdit can generate and edit photo-realistic images using user-guided inputs like hand-drawn strokes or text prompts. It outperforms GAN-based methods, achieving high scores in realism and overall satisfaction without needing specific training.