JingfengYao

Maple's starred repositories

Megatron-LM

Ongoing research training transformer models at scale

Language:PythonNOASSERTION10146 162 726

IF

Language:PythonNOASSERTION7656 84 100

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

Language:PythonMIT5497 125 216

sd-forge-layerdiffuse

[WIP] Layer Diffusion for WebUI (via Forge)

Language:PythonApache-2.03685 37 90

PixArt-alpha

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Language:PythonAGPL-3.02719 470

LLaMA2-Accessory

An Open-source Toolkit for LLM Development

Language:PythonNOASSERTION2697 37 134

DynamiCrafter

[ECCV 2024, Oral] DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors

Language:PythonApache-2.02449 32 127

score_sde_pytorch

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

Language:Jupyter NotebookApache-2.01683 16 57

dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Language:PythonMIT1517 20 52

torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Language:Jupyter NotebookApache-2.01373 27 113

InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

Language:PythonApache-2.01328 28 175

InstaFlow

:zap: InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)

Language:PythonMIT1148 43 26

Awesome-Video-Datasets

Video datasets

1144 27 12

conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

Language:PythonMIT1076 15 50

RectifiedFlow

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

Language:Python847 11 22

AlphaCLIP

[CVPR 2024] Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

Language:Jupyter NotebookApache-2.0657 12 53

SiT

Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"

Language:PythonMIT599 9 22

Panda-70M

[CVPR 2024] Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers

Language:Python505 11 44

edm2

Analyzing and Improving the Training Dynamics of Diffusion Models (EDM2)

Language:PythonNOASSERTION489 12 5

CVPR23_LFDM

The pytorch implementation of our CVPR 2023 paper "Conditional Image-to-Video Generation with Latent Flow Diffusion Models"

Language:PythonBSD-2-Clause444 11 46

piecewise-rectified-flow

PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator (NeurIPS 2024)

Language:Jupyter NotebookBSD-3-Clause420 17 10

depth-fm

DepthFM: Fast Monocular Depth Estimation with Flow Matching

Language:Jupyter NotebookMIT372 11 23

awesome-flow-matching

A summary of related works about flow matching, stochastic interpolants

282 11 2

MoVQGAN

MoVQGAN - model for the image encoding and reconstruction

Language:Jupyter Notebook134 4 7

dsbm-pytorch

PyTorch Implementation of Diffusion Schrodinger Bridge Matching

Language:Python115 30

fast-ode

Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023

Language:Python76 2 2

MIM4D

MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning

Apache-2.060 10 1

ViTGaze

Language:PythonMIT32 3 2

FlowGrad

Language:Python17 3 1

EM-OLN

Language:Python7 30