Fast Decision Boundary based Out-of-Distribution Detector (ICML 2024)

[ICLR 2024] Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement.

LayerDiffuse in pure diffusers without any GUI

[WIP] Layer Diffusion for WebUI (via Forge)

The collection of awesome papers on alignment of diffusion models.

Official inference repo for FLUX.1 models

Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model (SIGGRAPH 2024)

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

Inpaint anything using Segment Anything and inpainting models.

Official implemention of "Make It Count: Text-to-Image Generation with an Accurate Number of Objects"

[CVPR 2024] DeepCache: Accelerating Diffusion Models for Free

Official Github Repo for Neurips 2024 Paper Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment

Official implementation of Add-SD: Rational Generation without Manual Reference.

[ECCV2024] Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and Personalized Stylization

Implementation of UltraPixel: Advancing Ultra-High-Resolution Image Synthesis to New Peaks

Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".

[ICLR 2024] Official code for the paper 'Elucidating the Exposure Bias in Diffusion Models'

Official implementation of "Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance" (NeurIPS 2024)

SCEPTER is an open-source framework used for training, fine-tuning, and inference with generative models.

Official repo: SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

Stable Diffusion web UI

[CVPR 2022] RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs

Official Repository of the paper "Trajectory Consistency Distillation"

Speed up Stable Diffusion with this one simple trick!