collection of diffusion model papers categorized by their subareas
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Updated
May 25, 2024
collection of diffusion model papers categorized by their subareas
DiffModeler: a diffusion model based protein complex structure modeling tool.
[CVPR 2024] KEPP: Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos
Tools for Stochastic Simulation using diffusion models (R).
A controllable image composition model which could be used for image blending, image harmonization, view synthesis.
3D Shape Completion - adaptation and improvement of DiffComplete model.
[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching
Lumina-T2X is a unified framework for Text to Any Modality Generation
Simple and readable code for training and sampling from diffusion models
[ICLR 2024] Official Implementation of "Diffusion-TS: Interpretable Diffusion for General Time Series Generation"
A curated list of papers, code, and resources pertaining to generative image composition or object insertion.
A simple baseline for image composition using text-guided inpainting model
[TMI 2024] "High-Frequency Space Diffusion Model for Accelerated MRI"
This repo is the official implementation of "MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control "
Unconditional Image Generation using a [modifiable] pretrained VQVAE based Latent Diffusion Model, adapted from huggingface diffusers.
[CVPR 2024] DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis
Official implementation of "Graph Signal Diffusion Model for Collaborative Filtering" (SIGIR 2024)
Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuning a Text-to-Image Diffusion Model (Few-shot-based text-to-video diffusion)
[CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"
Implementation of a diffusion model in pytorch.
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