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Create generated datasets and train robust classifiers
Codebase for the ECCV 2024 paper: Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
A collection of resources on controllable generation with text-to-image diffusion models.
Implementation of Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models
⚡ InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)
Official PyTorch implementation of the paper: Flow Matching in Latent Space
TorchCFM: a Conditional Flow Matching library
Face analysis tools for modern research, equipped with state-of-the-art Face Parsing and Face Alignment
FaRL for Facial Representation Learning [Official, CVPR 2022]
The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dag…
REALY: Rethinking the Evaluation of 3D Face Reconstruction (ECCV 2022)
[ICLR 2024 Oral] Generative Gaussian Splatting for Efficient 3D Content Creation
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
A simple python package to solve all your problems with pythonpath, work dir, file paths, module imports and environment variables.
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
Face alignment & Anime FFHQ alignment
A concise but complete full-attention transformer with a set of promising experimental features from various papers
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
The official repository of our CVPR2023 paper "FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction".
A Data Streaming Library for Efficient Neural Network Training
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
Zero-shot Image-to-Image Translation [SIGGRAPH 2023]
Pytorch implementation of DiffusionNet for fast and robust learning on 3D surfaces like meshes or point clouds.
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective