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Official code for "On Calibrating Diffusion Probabilistic Models"
Official implementation for "ControlVideo: Adding Conditional Control for One Shot Text-to-Video Editing"
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)
A unified framework for 3D content generation.
Official codebase for Exact Energy-Guided Diffusion Sampling via Contrastive Energy Prediction （ICML 2023）
[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation
Code and models for the paper "One Transformer Fits All Distributions in Multi-Modal Diffusion"
A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".
A collection of libraries to optimise AI model performances
Stable Diffusion with Core ML on Apple Silicon
High-Resolution Image Synthesis with Latent Diffusion Models
Official Implementation of Paella https://arxiv.org/abs/2211.07292v2
"Probabilistic Machine Learning" - a book series by Kevin Murphy
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
Karras et al. (2022) diffusion models for PyTorch
Stable Diffusion web UI
Easy and Efficient Transformer : Scalable Inference Solution For Large NLP model
Elucidating the Design Space of Diffusion-Based Generative Models (EDM)
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
Get started with CelebA-HQ dataset in under 5 mins !
An elegant PyTorch deep reinforcement learning library.
Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)
Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)
Code for the paper Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022 Outstanding Paper Award)
Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)
A plugin for Mac WeChat
Official code for "VFlow: More Expressive Generative Flows with Variational Data Augmentation" (ICML 2020)