Text-to-image diffusion transformer models learn to align text and... image representations as a byproduct of their conditional denoising task. By taking the dot product between the text and image representations of a DiT model (like Flux 2), you can create rich saliency maps.show more

Text-to-image generators are incredible! But why must we use... *plain text* as the interface? 🤔 Check out Rich Text-to-Image generation! Rich Text offers an intuitive and expressive way to explore your visual imagination. Some of my favorite examples. 👇show more

Diffusion Transformers aren't just generative models, but also powerful... multi-modal encoders. ConceptAttention creates rich heatmaps of text concepts in images from DiT representations. This even works on real images, and can be applied to tasks like segmentation! Demo 👇show more

Switti -- a new scale-wise transformer for text-to-image generation... 🦾 🔥 Improved generation of fine-grained details. Outperforms existing T2I AR models and competes with state-of-the-art T2I diffusion models while being up to 7x faster.show more

Snap presents MoA Mixture-of-Attention for Subject-Context Disentanglement in Personalized... Image Generation We introduce a new architecture for personalization of text-to-image diffusion models, coined Mixture-of-Attention (MoA). Inspired by the Mixture-of-Expertsshow more

📷 a new GPT Image 2 use case: text-to-360... turn text or an image into a 360° panorama.show more

FLUX.2 is live on Runware! D0 drop! 🔥 Built... by Black Forest Labs, FLUX.2 is the new SOTA model that brings better control over structure, text, and references in image generation. This is a huge step forward for image gen & image editing. And we’re here to offer you the best prices on D0. This model comes in three versions. Details below.show more

NVIDIA just released a very impressive text-to-video paper. Video... Latent Diffusion Models (Video LDMs) use a diffusion model in a compressed latent space to generate high-resolution videos. Here's a brief overview of how it works: 1. Pre-train image LDM on a dataset of images. 2. Turn the image LDM into a Video LDM by adding temporal layers to model video frames. 3. Fine-tune the Video LDM on encoded video sequences to create a video generator. 4. Temporally align diffusion model upsamplers to generate high-resolution videos. 5. Validate Video LDM on real driving videos of 512x1024 resolution, achieving state-of-the-art performance. 6. Apply the approach in creative content creation with text-to-video modeling. Paper: Project:show more

1. Stability AI launches StableLM The creators of Stable... Diffusion, Stability AI, just released a suite of open-sourced large language models (LLMs) called StableLM. This comes just 5 days after the public release of their text-to-image generative AI model, SDXL.show more

You can build your own AI-apps powered by OpenAI... and Stable Diffusion. **Even if you don't know how to code** Using no-code, build your own text and image generation apps with: - Bubble - OpenAI - Stable Diffusion Learn how:show more

Adobe just launched the beta of Firefly, their AI... image creator. And it's incredible! - text-to-image - AI 3D modelling - AI Video editing This is the first AI image generator built towards solving creator problems. Here's a breakdown.show more

RIP Photoshop. Higgsfield just launched Canvas, a state-of-the-art image... editing model. With just two clicks, you can swap any object in an image. Logos, text, texture and scale stay exactly as they are... Here's how it works:show more

FLUX 3 Klein is now on BudgetPixel. The fast,... low-cost FLUX 3: text to image and edits in one model, up to 10 reference images, 768px to 4K. From 11 credits an image. Every picture in this video was made with it.show more

Text to Image: ChatGPT Image to Video: Kling 2.0... Prompt: Shot from a person's point of view (POV), the person starts using computer Kling AIshow more

Introducing Latent Labs - a Text to 360 Image... Generator! Type in a prompt, generate, and control the camera within the image. Free to try at: ... #AIart #AIArtwork #AIArtworksshow more

ANNOUNCEMENT Now anyone can use Stable Diffusion XL, our... latest text-to-image generative AI model, on our Clipdrop platform, for free! Test the limits of your creativity. #SDXL Try it here →show more

Create a 3D model from a single image, set... of images or a text prompt in < 1 minute 😮‍💨 This new AI paper called CAT3D shows us that it’ll keep getting easier to produce 3D models from 2D images — whether it’s a sparser real world 3D scan (a few photos instead of hundreds) or your favorite 2D image generator like Midjourney (just an image). How does this magic work? “This architecture is similar to video diffusion models, but with camera pose embeddings for each image instead of time embeddings. The generated views are passed into a robust 3D reconstruction pipeline to create the 3D representation (Zip-NeRF or 3DGS)”show more

Krea 2 is now on Artificial Analysis #1 image... model from an independent research lab and #6 globally on text-to-image leaderboard. open-source cooking and coming soon.show more

🤯 𝐒𝐥𝐢𝐜𝐞𝐝𝐢𝐭 : A revolutionary approach to zero-shot video... editing✏️🎥 using text-to-image diffusion models 🎞️Slicedit achieves great temporal consistency by leveraging spatio-temporal "slices"🔀show more

New ML gem on the hub: LDM3D by Intel.... This diffusion model generates image &amp; depth from text prompts. Using a custom @gradio 6dof three.js component you can generate immersive 360-degree views from prompts demo: model:show more

I built a tool that automatically puts text between... your imageshow more