Official Pytorch Implementation of Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

An advanced, generic post-processing injector for games and video software.

Diffusion on syntax trees for program synthesis

[NeurIPS 2024] Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image

A Python framework for high performance GPU simulation and graphics

Lightplane implements a highly memory-efficient differentiable radiance field renderer, and a module for unprojecting features from images to 3D grids.

EDM2 and Autoguidance -- Official PyTorch implementation

Puzzles for learning Triton

[ECCV 2024] Single Image to 3D Textured Mesh in 10 seconds with Convolutional Reconstruction Model.

DUSt3R: Geometric 3D Vision Made Easy

[ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)

Minimal multi-gpu implementation of EDM2: "Analyzing and Improving the Training Dynamics of Diffusion Models"

PSDR-Room: Single Photo to Scene using Differentiable Rendering (Siggraph Asia 2023)

[CVPR 2023 Highlight] Perspective Fields for Single Image Camera Calibration

[ICLR 2024 Spotlight] Official implementation of ScaleCrafter for higher-resolution visual generation at inference time.

Optimizing PAC-Bayes bounds for Stochastic Neural Networks with Gaussian weights

[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

QuadriFlow: A Scalable and Robust Method for Quadrangulation

[CVPR 2023] DKM: Dense Kernelized Feature Matching for Geometry Estimation

The official implementation of "Relay Diffusion: Unifying diffusion process across resolutions for image synthesis" [ICLR 2024 Spotlight]

Code for Contrastive Preference Learning (CPL)

[ICLR 2024] Github Repo for "HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion"

The analysis and implementation of SO3 log map, and its jacobians. The special focus on edge cases (angle close to 0 or \pi).

Code for FlowCam