Code of Pyramidal Flow Matching for Efficient Video Generative Modeling

Neighborhood Attention Extension. Bringing attention to a neighborhood near you!

A unified framework for 3D content generation.

A working implementation of text-to-3D dreamfusion, powered by stable diffusion.

Zero-1-to-3: Zero-shot One Image to 3D Object: https://zero123.cs.columbia.edu/

Official repo for consistency models.

Generates LaTeX math description from Python functions.

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

BARF: Bundle-Adjusting Neural Radiance Fields 🤮 (ICCV 2021 oral)

SMPL-X

High-fidelity performance metrics for generative models in PyTorch

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

GRAPHQUON workshop website

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

Implements stochastic line search

DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes

i-RevNet Pytorch Code