Stable Diffusion web UI

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Official Code for DragGAN (SIGGRAPH 2023)

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Unofficial Implementation of DragGAN - "Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold" （DragGAN 全功能实现，在线Demo，本地部署试用，代码、模型已全部开源，支持Windows, macOS, Linux）

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

GeneFace: Generalized and High-Fidelity 3D Talking Face Synthesis; ICLR 2023; Official code

DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

Implementation of DragGAN: Interactive Point-based Manipulation on the Generative Image Manifold

A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019). A PyTorch implementation.

Semantic Segmentation in Pytorch

ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)

Fixes the bug which forces a player to create a new character when they already have a save. Useful for migrating maps from co-op to dedicated servers and from one dedicated server to another.

💭 Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)

MICA - Towards Metrical Reconstruction of Human Faces [ECCV2022]

Official PyTorch implementation of "Neural Head Avatars from Monocular RGB Videos"

Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).

Code of SIGGRAPH 2023 Conference paper: StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video

Official PyTorch implementation of the paper "TEACH: Temporal Action Compositions for 3D Humans" [3DV 2022]

Face analysis tools for modern research, equipped with state-of-the-art Face Parsing and Face Alignment

[ICLR 2023] "Is Attention All NeRF Needs?" by Mukund Varma T*, Peihao Wang* , Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang

[ECCV2022] The implementation for "Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis".

TiNeuVox: Fast Dynamic Radiance Fields with Time-Aware Neural Voxels (SIGGRAPH Asia 2022)

Official Repository for CVPR 2023 paper PointAvatar: Deformable Point-based Head Avatars from Videos.